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 </form></div>
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+    <div class="bd-header navbar navbar-expand-lg bd-navbar">
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@@ -188,6 +196,7 @@
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 <li class="toctree-l1"><a class="reference internal" href="docs/%E5%88%86%E7%B1%BB/%E5%86%B3%E7%AD%96%E6%A0%91.html">决策树</a></li>
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+<li class="toctree-l1"><a class="reference internal" href="docs/%E5%88%86%E7%B1%BB/%E6%94%AF%E6%8C%81%E5%90%91%E9%87%8F%E6%9C%BA.html">支持向量机</a></li>
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 <p aria-level="2" class="caption" role="heading"><span class="caption-text">降维</span></p>
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@@ -404,7 +413,7 @@ <h2> Contents </h2>
               
                 
 <div id="searchbox"></div>
-                <article class="bd-article" role="main">
+                <article class="bd-article">
                   
   <section class="tex2jax_ignore mathjax_ignore" id="introduction-to-machine-learning">
 <h1>introduction-to-machine-learning<a class="headerlink" href="#introduction-to-machine-learning" title="Permalink to this heading">#</a></h1>
@@ -601,6 +610,7 @@ <h2>数学符号和读法<a class="headerlink" href="#id7" title="Permalink to t
               
                 <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
 
+
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     <i class="fa-solid fa-list"></i> Contents
@@ -662,8 +672,8 @@ <h2>数学符号和读法<a class="headerlink" href="#id7" title="Permalink to t
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@@ -0,0 +1,393 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "id": "ae968ff7",
+   "metadata": {},
+   "source": [
+    "# 支持向量机\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "f67afe2e",
+   "metadata": {},
+   "source": [
+    "## 核函数\n",
+    "\n",
+    "在支持向量机（SVM）中，核函数（kernel function）是一种用于将数据映射到高维特征空间的函数。核函数的作用是在原始特征空间中隐式地计算样本之间的相似性或内积，从而使非线性问题可以通过线性分类器进行处理。\n",
+    "\n",
+    "核函数的关键思想是将低维空间中线性不可分的模式转换为高维空间中线性可分的模式。这种转换可以使SVM能够建立一个决策边界，将不同类别的样本正确地分开。通过引入核函数，我们无需直接计算高维特征空间，而只需计算低维空间中的核函数值。\n",
+    "\n",
+    "常见的核函数包括：\n",
+    "\n",
+    "线性核函数（linear kernel）：在原始特征空间中直接计算样本之间的内积，即K(x, y) = x·y。\n",
+    "\n",
+    "多项式核函数（polynomial kernel）：将样本映射到多项式特征空间，通过计算多项式函数来度量样本之间的相似性。\n",
+    "\n",
+    "高斯核函数（Gaussian kernel），也称为径向基函数（Radial Basis Function，RBF）核函数：将样本映射到无限维的特征空间，通过计算样本之间的欧氏距离来度量相似性。\n",
+    "\n",
+    "sigmoid核函数：将样本映射到双曲正切函数的特征空间，通过计算双曲正切函数来度量样本之间的相似性。\n",
+    "\n",
+    "下面对比下几种方法："
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "5aded698",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1200x400 with 3 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import numpy as np\n",
+    "from sklearn.datasets import make_circles\n",
+    "from sklearn.svm import SVC\n",
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "# 创建一个非线性的二维数据集\n",
+    "X, y = make_circles(n_samples=100, noise=0.1, factor=0.4, random_state=42)\n",
+    "\n",
+    "# 定义不同核函数的名称和参数\n",
+    "kernels = ['linear', 'poly', 'rbf']\n",
+    "parameters = [{'C': 1}, {'degree': 3, 'C': 1}, {'gamma': 'scale', 'C': 1}]\n",
+    "\n",
+    "# 绘制不同核函数的分类结果\n",
+    "plt.figure(figsize=(12, 4))\n",
+    "for i, kernel in enumerate(kernels):\n",
+    "    # 创建SVC模型并使用指定核函数进行训练\n",
+    "    model = SVC(kernel=kernel, **parameters[i])\n",
+    "    model.fit(X, y)\n",
+    "    \n",
+    "    # 在二维空间中绘制分类结果\n",
+    "    plt.subplot(1, 3, i + 1)\n",
+    "    plt.scatter(X[:, 0], X[:, 1], c=y, cmap=plt.cm.Paired)\n",
+    "    plt.title(f\"Kernel: {kernel}\")\n",
+    "    \n",
+    "    # 绘制决策边界\n",
+    "    ax = plt.gca()\n",
+    "    xlim = ax.get_xlim()\n",
+    "    ylim = ax.get_ylim()\n",
+    "    xx, yy = np.meshgrid(np.linspace(xlim[0], xlim[1], 100),\n",
+    "                         np.linspace(ylim[0], ylim[1], 100))\n",
+    "    Z = model.decision_function(np.c_[xx.ravel(), yy.ravel()])\n",
+    "    Z = Z.reshape(xx.shape)\n",
+    "    plt.contour(xx, yy, Z, colors='k', levels=[-1, 0, 1], alpha=0.5)\n",
+    "    \n",
+    "    plt.xlabel('X')\n",
+    "    plt.ylabel('Y')\n",
+    "\n",
+    "plt.tight_layout()\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "12be94bb",
+   "metadata": {},
+   "source": [
+    "## 多分类 OvO vs OvR\n",
+    "在多分类问题中，SVM支持两种常见的策略：One-vs-One（OvO）和One-vs-Rest（OvR）。它们之间的区别在于处理多个类别的方式。\n",
+    "\n",
+    "One-vs-One和One-vs-Rest两种多分类策略的主要区别：\n",
+    "\n",
+    "|          | One-vs-One (OvO)  | One-vs-Rest (OvR)  |\n",
+    "|----------|-------------------|--------------------|\n",
+    "| 模型数量 | N * (N-1) / 2     | N                  |\n",
+    "| 训练时间 | 较长              | 较短               |\n",
+    "| 内存消耗 | 较大              | 较小               |\n",
+    "| 样本数量 | 每个模型较少      | 每个模型较多       |\n",
+    "| 预测效果 | 可能更准确        | 简洁但可能稍差      |\n",
+    "\n",
+    "在这个表格中，\"N\"表示类别的总数。\n",
+    "* One-vs-One策略需要构建更多的模型，训练时间更长，消耗更多的内存，但在某些情况下可能提供更准确的预测结果。\n",
+    "* One-vs-Rest策略只需要构建N个模型，训练时间和内存消耗较少，但预测结果可能相对简洁且略有不准确。\n",
+    "\n",
+    "一般来说，当类别数量较少时，OvR策略可能更简洁有效。而当类别数量较多时，OvO策略可能更准确，但也需要更多的计算资源和时间。\n",
+    "\n",
+    "从性能考虑，默认是OvR。\n",
+    "\n",
+    "下面对比下这两种策略："
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "dd11abb5",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "One-vs-One 准确率: 1.0\n",
+      "One-vs-Rest 准确率: 1.0\n"
+     ]
+    }
+   ],
+   "source": [
+    "# 导入必要的库\n",
+    "from sklearn import datasets\n",
+    "from sklearn.model_selection import train_test_split\n",
+    "from sklearn.svm import SVC\n",
+    "from sklearn.metrics import accuracy_score\n",
+    "\n",
+    "# 加载数据集\n",
+    "iris = datasets.load_iris()\n",
+    "X = iris.data\n",
+    "y = iris.target\n",
+    "\n",
+    "# 将数据集拆分为训练集和测试集\n",
+    "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)\n",
+    "\n",
+    "# 创建一个SVC模型（使用one-vs-one策略）\n",
+    "model_ovo = SVC(decision_function_shape='ovo')\n",
+    "# 使用训练数据来训练模型\n",
+    "model_ovo.fit(X_train, y_train)\n",
+    "# 使用训练后的模型对测试数据进行预测\n",
+    "y_pred_ovo = model_ovo.predict(X_test)\n",
+    "# 计算预测准确率\n",
+    "accuracy_ovo = accuracy_score(y_test, y_pred_ovo)\n",
+    "print(\"One-vs-One 准确率:\", accuracy_ovo)\n",
+    "\n",
+    "# 创建一个SVC模型（使用one-vs-rest策略）\n",
+    "model_ovr = SVC(decision_function_shape='ovr')\n",
+    "# 使用训练数据来训练模型\n",
+    "model_ovr.fit(X_train, y_train)\n",
+    "# 使用训练后的模型对测试数据进行预测\n",
+    "y_pred_ovr = model_ovr.predict(X_test)\n",
+    "# 计算预测准确率\n",
+    "accuracy_ovr = accuracy_score(y_test, y_pred_ovr)\n",
+    "print(\"One-vs-Rest 准确率:\", accuracy_ovr)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "3d235dd6",
+   "metadata": {},
+   "source": [
+    "\n",
+    "## SVC、NuSVC和LinearSVC\n",
+    "\n",
+    "|        | SVC                | NuSVC                     | LinearSVC              |\n",
+    "|--------|--------------------|---------------------------|------------------------|\n",
+    "| 算法   | C-SVM              | ν-SVM                     | 线性SVM                |\n",
+    "| 核函数 | 可选择不同的核函数 | 可选择不同的核函数         | 不支持核函数           |\n",
+    "| 分类   | 二分类和多分类     | 二分类和多分类             | 仅线性可分问题         |\n",
+    "| 训练时间| 长                 | 较长                      | 较快                   |\n",
+    "| 大型数据集 | 适用           | 适用                      | 适用                   |\n",
+    "\n",
+    "这个表格总结了SVC、NuSVC和LinearSVC三种算法的主要特点\n",
+    "\n",
+    "* 如果问题是线性可分的并且需要较快的训练时间，可以选择LinearSVC。\n",
+    "* 如果问题是非线性的并且对支持向量的数量有一定灵活性要求，可以选择NuSVC。\n",
+    "* 如果问题是非线性的，并且希望可以选择不同的核函数，可以选择SVC。\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "39a7a648",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "SVC 准确率: 1.0\n",
+      "NuSVC 准确率: 1.0\n",
+      "LinearSVC 准确率: 1.0\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/Users/xue/tool/anaconda3/envs/data-explore/lib/python3.11/site-packages/sklearn/svm/_classes.py:32: FutureWarning: The default value of `dual` will change from `True` to `'auto'` in 1.5. Set the value of `dual` explicitly to suppress the warning.\n",
+      "  warnings.warn(\n",
+      "/Users/xue/tool/anaconda3/envs/data-explore/lib/python3.11/site-packages/sklearn/svm/_base.py:1250: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.\n",
+      "  warnings.warn(\n"
+     ]
+    }
+   ],
+   "source": [
+    "# 导入必要的库\n",
+    "from sklearn import datasets\n",
+    "from sklearn.model_selection import train_test_split\n",
+    "from sklearn.svm import SVC, NuSVC, LinearSVC\n",
+    "from sklearn.metrics import accuracy_score\n",
+    "\n",
+    "# 加载数据集\n",
+    "iris = datasets.load_iris()\n",
+    "X = iris.data\n",
+    "y = iris.target\n",
+    "\n",
+    "# 将数据集拆分为训练集和测试集\n",
+    "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)\n",
+    "\n",
+    "# 创建一个SVC模型\n",
+    "svc_model = SVC()\n",
+    "# 使用训练数据来训练SVC模型\n",
+    "svc_model.fit(X_train, y_train)\n",
+    "# 使用训练后的SVC模型对测试数据进行预测\n",
+    "svc_pred = svc_model.predict(X_test)\n",
+    "# 计算SVC模型的预测准确率\n",
+    "svc_accuracy = accuracy_score(y_test, svc_pred)\n",
+    "print(\"SVC 准确率:\", svc_accuracy)\n",
+    "\n",
+    "# 创建一个NuSVC模型\n",
+    "nusvc_model = NuSVC()\n",
+    "# 使用训练数据来训练NuSVC模型\n",
+    "nusvc_model.fit(X_train, y_train)\n",
+    "# 使用训练后的NuSVC模型对测试数据进行预测\n",
+    "nusvc_pred = nusvc_model.predict(X_test)\n",
+    "# 计算NuSVC模型的预测准确率\n",
+    "nusvc_accuracy = accuracy_score(y_test, nusvc_pred)\n",
+    "print(\"NuSVC 准确率:\", nusvc_accuracy)\n",
+    "\n",
+    "# 创建一个LinearSVC模型\n",
+    "linearsvc_model = LinearSVC()\n",
+    "# 使用训练数据来训练LinearSVC模型\n",
+    "linearsvc_model.fit(X_train, y_train)\n",
+    "# 使用训练后的LinearSVC模型对测试数据进行预测\n",
+    "linearsvc_pred = linearsvc_model.predict(X_test)\n",
+    "# 计算LinearSVC模型的预测准确率\n",
+    "linearsvc_accuracy = accuracy_score(y_test, linearsvc_pred)\n",
+    "print(\"LinearSVC 准确率:\", linearsvc_accuracy)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "fc23cfd6",
+   "metadata": {},
+   "source": [
+    "## 非均衡问题\n",
+    "\n",
+    "非均衡问题（Imbalanced problem）是指在分类问题中，不同类别的样本数量差异很大，其中一个类别的样本数量远远超过另一个类别。这种情况可能会导致模型对多数类别进行较好的预测，而对少数类别进行较差的预测。\n",
+    "\n",
+    "解决非均衡问题的方法有很多，以下是一些常用的方法：\n",
+    "\n",
+    "重采样（Resampling）：通过欠采样或过采样来平衡数据集中的类别数量。欠采样减少多数类别的样本数量，而过采样增加少数类别的样本数量。这些技术可以通过随机丢弃或复制样本来实现。\n",
+    "\n",
+    "类别权重（Class weights）：在训练模型时，通过给少数类别分配更高的权重，使得模型在训练过程中更关注少数类别的分类效果。在大多数机器学习算法中，可以使用class_weight参数来设置类别权重。\n",
+    "\n",
+    "算法调整（Algorithmic adjustments）：一些算法具有内置的处理非均衡数据集的功能，例如决策树算法中的代价敏感训练（Cost-Sensitive Training）。这些算法通过修改损失函数或调整决策阈值来改善少数类别的预测效果。\n",
+    "\n",
+    "集成方法（Ensemble methods）：使用集成学习方法，如随机森林（Random Forest）或梯度提升树（Gradient Boosting），可以通过结合多个模型的预测结果来改善分类效果。在非均衡问题中，可以使用集成方法来平衡类别之间的预测差异。\n",
+    "\n",
+    "生成合成样本（Generate synthetic samples）：一些算法可以生成合成的少数类别样本，以增加数据集中少数类别的样本数量。例如，SMOTE（Synthetic Minority Over-sampling Technique）算法可以通过插值生成新的少数类别样本。\n",
+    "\n",
+    "下面绘制加权数据集的决策函数图，其中点的大小与其权重成比例。\n",
+    "\n",
+    "> 样本加权会重新缩放C参数，这意味着分类器更加强调正确分类这些点。这种影响通常是微妙的。为了突出显示效果，在这里我们特别给异常值赋予更大的权重，使得决策边界的变形非常明显。"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "1650e464",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1400x600 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "import numpy as np\n",
+    "\n",
+    "from sklearn import svm\n",
+    "\n",
+    "\n",
+    "def plot_decision_function(classifier, sample_weight, axis, title):\n",
+    "    # plot the decision function\n",
+    "    xx, yy = np.meshgrid(np.linspace(-4, 5, 500), np.linspace(-4, 5, 500))\n",
+    "\n",
+    "    Z = classifier.decision_function(np.c_[xx.ravel(), yy.ravel()])\n",
+    "    Z = Z.reshape(xx.shape)\n",
+    "\n",
+    "    # plot the line, the points, and the nearest vectors to the plane\n",
+    "    axis.contourf(xx, yy, Z, alpha=0.75, cmap=plt.cm.bone)\n",
+    "    axis.scatter(\n",
+    "        X[:, 0],\n",
+    "        X[:, 1],\n",
+    "        c=y,\n",
+    "        s=100 * sample_weight,\n",
+    "        alpha=0.9,\n",
+    "        cmap=plt.cm.bone,\n",
+    "        edgecolors=\"black\",\n",
+    "    )\n",
+    "\n",
+    "    axis.axis(\"off\")\n",
+    "    axis.set_title(title)\n",
+    "\n",
+    "\n",
+    "# we create 20 points\n",
+    "np.random.seed(0)\n",
+    "X = np.r_[np.random.randn(10, 2) + [1, 1], np.random.randn(10, 2)]\n",
+    "y = [1] * 10 + [-1] * 10\n",
+    "sample_weight_last_ten = abs(np.random.randn(len(X)))\n",
+    "sample_weight_constant = np.ones(len(X))\n",
+    "# and bigger weights to some outliers\n",
+    "sample_weight_last_ten[15:] *= 5\n",
+    "sample_weight_last_ten[9] *= 15\n",
+    "\n",
+    "# Fit the models.\n",
+    "\n",
+    "# This model does not take into account sample weights.\n",
+    "clf_no_weights = svm.SVC(gamma=1)\n",
+    "clf_no_weights.fit(X, y)\n",
+    "\n",
+    "# This other model takes into account some dedicated sample weights.\n",
+    "clf_weights = svm.SVC(gamma=1)\n",
+    "clf_weights.fit(X, y, sample_weight=sample_weight_last_ten)\n",
+    "\n",
+    "fig, axes = plt.subplots(1, 2, figsize=(14, 6))\n",
+    "plot_decision_function(\n",
+    "    clf_no_weights, sample_weight_constant, axes[0], \"Constant weights\"\n",
+    ")\n",
+    "plot_decision_function(clf_weights, sample_weight_last_ten, axes[1], \"Modified weights\")\n",
+    "\n",
+    "plt.show()"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.5"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/_static/scripts/pydata-sphinx-theme.js b/_static/scripts/pydata-sphinx-theme.js
index 3eda41b..db2e63a 100644
--- a/_static/scripts/pydata-sphinx-theme.js
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Symbol(\"webpack error\") : \"__webpack_error__\";\nvar resolveQueue = (queue) => {\n\tif(queue && queue.d < 1) {\n\t\tqueue.d = 1;\n\t\tqueue.forEach((fn) => (fn.r--));\n\t\tqueue.forEach((fn) => (fn.r-- ? fn.r++ : fn()));\n\t}\n}\nvar wrapDeps = (deps) => (deps.map((dep) => {\n\tif(dep !== null && typeof dep === \"object\") {\n\t\tif(dep[webpackQueues]) return dep;\n\t\tif(dep.then) {\n\t\t\tvar queue = [];\n\t\t\tqueue.d = 0;\n\t\t\tdep.then((r) => {\n\t\t\t\tobj[webpackExports] = r;\n\t\t\t\tresolveQueue(queue);\n\t\t\t}, (e) => {\n\t\t\t\tobj[webpackError] = e;\n\t\t\t\tresolveQueue(queue);\n\t\t\t});\n\t\t\tvar obj = {};\n\t\t\tobj[webpackQueues] = (fn) => (fn(queue));\n\t\t\treturn obj;\n\t\t}\n\t}\n\tvar ret = {};\n\tret[webpackQueues] = x => {};\n\tret[webpackExports] = dep;\n\treturn ret;\n}));\n__webpack_require__.a = (module, body, hasAwait) => {\n\tvar queue;\n\thasAwait && ((queue = []).d = -1);\n\tvar depQueues = new Set();\n\tvar exports = module.exports;\n\tvar currentDeps;\n\tvar outerResolve;\n\tvar reject;\n\tvar promise = new Promise((resolve, rej) => {\n\t\treject = rej;\n\t\touterResolve = resolve;\n\t});\n\tpromise[webpackExports] = exports;\n\tpromise[webpackQueues] = (fn) => (queue && fn(queue), depQueues.forEach(fn), promise[\"catch\"](x => {}));\n\tmodule.exports = promise;\n\tbody((deps) => {\n\t\tcurrentDeps = wrapDeps(deps);\n\t\tvar fn;\n\t\tvar getResult = () => (currentDeps.map((d) => {\n\t\t\tif(d[webpackError]) throw d[webpackError];\n\t\t\treturn d[webpackExports];\n\t\t}))\n\t\tvar promise = new Promise((resolve) => {\n\t\t\tfn = () => (resolve(getResult));\n\t\t\tfn.r = 0;\n\t\t\tvar fnQueue = (q) => (q !== queue && !depQueues.has(q) && (depQueues.add(q), q && !q.d && (fn.r++, q.push(fn))));\n\t\t\tcurrentDeps.map((dep) => (dep[webpackQueues](fnQueue)));\n\t\t});\n\t\treturn fn.r ? promise : getResult();\n\t}, (err) => ((err ? reject(promise[webpackError] = err) : outerResolve(exports)), resolveQueue(queue)));\n\tqueue && queue.d < 0 && (queue.d = 0);\n};","/**\n * Compare [semver](https://semver.org/) version strings to find greater, equal or lesser.\n * This library supports the full semver specification, including comparing versions with different number of digits like `1.0.0`, `1.0`, `1`, and pre-release versions like `1.0.0-alpha`.\n * @param v1 - First version to compare\n * @param v2 - Second version to compare\n * @returns Numeric value compatible with the [Array.sort(fn) interface](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Array/sort#Parameters).\n */\nexport const compareVersions = (v1, v2) => {\n    // validate input and split into segments\n    const n1 = validateAndParse(v1);\n    const n2 = validateAndParse(v2);\n    // pop off the patch\n    const p1 = n1.pop();\n    const p2 = n2.pop();\n    // validate numbers\n    const r = compareSegments(n1, n2);\n    if (r !== 0)\n        return r;\n    // validate pre-release\n    if (p1 && p2) {\n        return compareSegments(p1.split('.'), p2.split('.'));\n    }\n    else if (p1 || p2) {\n        return p1 ? -1 : 1;\n    }\n    return 0;\n};\n/**\n * Validate [semver](https://semver.org/) version strings.\n *\n * @param version Version number to validate\n * @returns `true` if the version number is a valid semver version number, `false` otherwise.\n *\n * @example\n * ```\n * validate('1.0.0-rc.1'); // return true\n * validate('1.0-rc.1'); // return false\n * validate('foo'); // return false\n * ```\n */\nexport const validate = (version) => typeof version === 'string' && /^[v\\d]/.test(version) && semver.test(version);\n/**\n * Compare [semver](https://semver.org/) version strings using the specified operator.\n *\n * @param v1 First version to compare\n * @param v2 Second version to compare\n * @param operator Allowed arithmetic operator to use\n * @returns `true` if the comparison between the firstVersion and the secondVersion satisfies the operator, `false` otherwise.\n *\n * @example\n * ```\n * compare('10.1.8', '10.0.4', '>'); // return true\n * compare('10.0.1', '10.0.1', '='); // return true\n * compare('10.1.1', '10.2.2', '<'); // return true\n * compare('10.1.1', '10.2.2', '<='); // return true\n * compare('10.1.1', '10.2.2', '>='); // return false\n * ```\n */\nexport const compare = (v1, v2, operator) => {\n    // validate input operator\n    assertValidOperator(operator);\n    // since result of compareVersions can only be -1 or 0 or 1\n    // a simple map can be used to replace switch\n    const res = compareVersions(v1, v2);\n    return operatorResMap[operator].includes(res);\n};\n/**\n * Match [npm semver](https://docs.npmjs.com/cli/v6/using-npm/semver) version range.\n *\n * @param version Version number to match\n * @param range Range pattern for version\n * @returns `true` if the version number is within the range, `false` otherwise.\n *\n * @example\n * ```\n * satisfies('1.1.0', '^1.0.0'); // return true\n * satisfies('1.1.0', '~1.0.0'); // return false\n * ```\n */\nexport const satisfies = (version, range) => {\n    // if no range operator then \"=\"\n    const m = range.match(/^([<>=~^]+)/);\n    const op = m ? m[1] : '=';\n    // if gt/lt/eq then operator compare\n    if (op !== '^' && op !== '~')\n        return compare(version, range, op);\n    // else range of either \"~\" or \"^\" is assumed\n    const [v1, v2, v3, , vp] = validateAndParse(version);\n    const [r1, r2, r3, , rp] = validateAndParse(range);\n    const v = [v1, v2, v3];\n    const r = [r1, r2 !== null && r2 !== void 0 ? r2 : 'x', r3 !== null && r3 !== void 0 ? r3 : 'x'];\n    // validate pre-release\n    if (rp) {\n        if (!vp)\n            return false;\n        if (compareSegments(v, r) !== 0)\n            return false;\n        if (compareSegments(vp.split('.'), rp.split('.')) === -1)\n            return false;\n    }\n    // first non-zero number\n    const nonZero = r.findIndex((v) => v !== '0') + 1;\n    // pointer to where segments can be >=\n    const i = op === '~' ? 2 : nonZero > 1 ? nonZero : 1;\n    // before pointer must be equal\n    if (compareSegments(v.slice(0, i), r.slice(0, i)) !== 0)\n        return false;\n    // after pointer must be >=\n    if (compareSegments(v.slice(i), r.slice(i)) === -1)\n        return false;\n    return true;\n};\nconst semver = /^[v^~<>=]*?(\\d+)(?:\\.([x*]|\\d+)(?:\\.([x*]|\\d+)(?:\\.([x*]|\\d+))?(?:-([\\da-z\\-]+(?:\\.[\\da-z\\-]+)*))?(?:\\+[\\da-z\\-]+(?:\\.[\\da-z\\-]+)*)?)?)?$/i;\nconst validateAndParse = (version) => {\n    if (typeof version !== 'string') {\n        throw new TypeError('Invalid argument expected string');\n    }\n    const match = version.match(semver);\n    if (!match) {\n        throw new Error(`Invalid argument not valid semver ('${version}' received)`);\n    }\n    match.shift();\n    return match;\n};\nconst isWildcard = (s) => s === '*' || s === 'x' || s === 'X';\nconst tryParse = (v) => {\n    const n = parseInt(v, 10);\n    return isNaN(n) ? v : n;\n};\nconst forceType = (a, b) => typeof a !== typeof b ? [String(a), String(b)] : [a, b];\nconst compareStrings = (a, b) => {\n    if (isWildcard(a) || isWildcard(b))\n        return 0;\n    const [ap, bp] = forceType(tryParse(a), tryParse(b));\n    if (ap > bp)\n        return 1;\n    if (ap < bp)\n        return -1;\n    return 0;\n};\nconst compareSegments = (a, b) => {\n    for (let i = 0; i < Math.max(a.length, b.length); i++) {\n        const r = compareStrings(a[i] || '0', b[i] || '0');\n        if (r !== 0)\n            return r;\n    }\n    return 0;\n};\nconst operatorResMap = {\n    '>': [1],\n    '>=': [0, 1],\n    '=': [0],\n    '<=': [-1, 0],\n    '<': [-1],\n};\nconst allowedOperators = Object.keys(operatorResMap);\nconst assertValidOperator = (op) => {\n    if (typeof op !== 'string') {\n        throw new TypeError(`Invalid operator type, expected string but got ${typeof op}`);\n    }\n    if (allowedOperators.indexOf(op) === -1) {\n        throw new Error(`Invalid operator, expected one of ${allowedOperators.join('|')}`);\n    }\n};\n//# sourceMappingURL=index.js.map","/* define several functions to replace jQuery methods\n * inspired by https://tobiasahlin.com/blog/move-from-jquery-to-vanilla-javascript/\n */\n\n/**\n * Execute a method if DOM has finished loading\n *\n * @param {function} callback the method to execute\n */\nexport function documentReady(callback) {\n  if (document.readyState != \"loading\") callback();\n  else document.addEventListener(\"DOMContentLoaded\", callback);\n}\n","// Define the custom behavior of the page\nimport { documentReady } from \"./mixin\";\nimport { compare, validate } from \"compare-versions\";\n\nimport \"../styles/pydata-sphinx-theme.scss\";\n\n/*******************************************************************************\n * Theme interaction\n */\n\nvar prefersDark = window.matchMedia(\"(prefers-color-scheme: dark)\");\n\n/**\n * set the the body theme to the one specified by the user browser\n *\n * @param {event} e\n */\nfunction autoTheme(e) {\n  document.documentElement.dataset.theme = prefersDark.matches\n    ? \"dark\"\n    : \"light\";\n}\n\n/**\n * Set the theme using the specified mode.\n * It can be one of [\"auto\", \"dark\", \"light\"]\n *\n * @param {str} mode\n */\nfunction setTheme(mode) {\n  if (mode !== \"light\" && mode !== \"dark\" && mode !== \"auto\") {\n    console.error(`Got invalid theme mode: ${mode}. Resetting to auto.`);\n    mode = \"auto\";\n  }\n\n  // get the theme\n  var colorScheme = prefersDark.matches ? \"dark\" : \"light\";\n  document.documentElement.dataset.mode = mode;\n  var theme = mode == \"auto\" ? colorScheme : mode;\n  document.documentElement.dataset.theme = theme;\n  // TODO: remove this line after Bootstrap upgrade\n  // v5.3 has a colors mode: https://getbootstrap.com/docs/5.3/customize/color-modes/\n  document.querySelectorAll(\".dropdown-menu\").forEach((el) => {\n    if (theme === \"dark\") {\n      el.classList.add(\"dropdown-menu-dark\");\n    } else {\n      el.classList.remove(\"dropdown-menu-dark\");\n    }\n  });\n\n  // save mode and theme\n  localStorage.setItem(\"mode\", mode);\n  localStorage.setItem(\"theme\", theme);\n  console.log(`[PST]: Changed to ${mode} mode using the ${theme} theme.`);\n\n  // add a listener if set on auto\n  prefersDark.onchange = mode == \"auto\" ? autoTheme : \"\";\n}\n\n/**\n * Change the theme option order so that clicking on the btn is always a change\n * from \"auto\"\n */\nfunction cycleMode() {\n  const defaultMode = document.documentElement.dataset.defaultMode || \"auto\";\n  const currentMode = localStorage.getItem(\"mode\") || defaultMode;\n\n  var loopArray = (arr, current) => {\n    var nextPosition = arr.indexOf(current) + 1;\n    if (nextPosition === arr.length) {\n      nextPosition = 0;\n    }\n    return arr[nextPosition];\n  };\n\n  // make sure the next theme after auto is always a change\n  var modeList = prefersDark.matches\n    ? [\"auto\", \"light\", \"dark\"]\n    : [\"auto\", \"dark\", \"light\"];\n  var newMode = loopArray(modeList, currentMode);\n  setTheme(newMode);\n}\n\n/**\n * add the theme listener on the btns of the navbar\n */\nfunction addModeListener() {\n  // the theme was set a first time using the initial mini-script\n  // running setMode will ensure the use of the dark mode if auto is selected\n  setTheme(document.documentElement.dataset.mode);\n\n  // Attach event handlers for toggling themes colors\n  document.querySelectorAll(\".theme-switch-button\").forEach((el) => {\n    el.addEventListener(\"click\", cycleMode);\n  });\n}\n\n/*******************************************************************************\n * TOC interactivity\n */\n\n/**\n * TOC sidebar - add \"active\" class to parent list\n *\n * Bootstrap's scrollspy adds the active class to the <a> link,\n * but for the automatic collapsing we need this on the parent list item.\n *\n * The event is triggered on \"window\" (and not the nav item as documented),\n * see https://github.com/twbs/bootstrap/issues/20086\n */\nfunction addTOCInteractivity() {\n  window.addEventListener(\"activate.bs.scrollspy\", function () {\n    const navLinks = document.querySelectorAll(\".bd-toc-nav a\");\n\n    navLinks.forEach((navLink) => {\n      navLink.parentElement.classList.remove(\"active\");\n    });\n\n    const activeNavLinks = document.querySelectorAll(\".bd-toc-nav a.active\");\n    activeNavLinks.forEach((navLink) => {\n      navLink.parentElement.classList.add(\"active\");\n    });\n  });\n}\n\n/*******************************************************************************\n * Scroll\n */\n\n/**\n * Navigation sidebar scrolling to active page\n */\nfunction scrollToActive() {\n  // If the docs nav doesn't exist, do nothing (e.g., on search page)\n  if (!document.querySelector(\".bd-docs-nav\")) {\n    return;\n  }\n\n  var sidebar = document.querySelector(\"div.bd-sidebar\");\n\n  // Remember the sidebar scroll position between page loads\n  // Inspired on source of revealjs.com\n  let storedScrollTop = parseInt(\n    sessionStorage.getItem(\"sidebar-scroll-top\"),\n    10\n  );\n\n  if (!isNaN(storedScrollTop)) {\n    // If we've got a saved scroll position, just use that\n    sidebar.scrollTop = storedScrollTop;\n    console.log(\"[PST]: Scrolled sidebar using stored browser position...\");\n  } else {\n    // Otherwise, calculate a position to scroll to based on the lowest `active` link\n    var sidebarNav = document.querySelector(\".bd-docs-nav\");\n    var active_pages = sidebarNav.querySelectorAll(\".active\");\n    if (active_pages.length > 0) {\n      // Use the last active page as the offset since it's the page we're on\n      var latest_active = active_pages[active_pages.length - 1];\n      var offset =\n        latest_active.getBoundingClientRect().y -\n        sidebar.getBoundingClientRect().y;\n      // Only scroll the navbar if the active link is lower than 50% of the page\n      if (latest_active.getBoundingClientRect().y > window.innerHeight * 0.5) {\n        let buffer = 0.25; // Buffer so we have some space above the scrolled item\n        sidebar.scrollTop = offset - sidebar.clientHeight * buffer;\n        console.log(\"[PST]: Scrolled sidebar using last active link...\");\n      }\n    }\n  }\n\n  // Store the sidebar scroll position\n  window.addEventListener(\"beforeunload\", () => {\n    sessionStorage.setItem(\"sidebar-scroll-top\", sidebar.scrollTop);\n  });\n}\n\n/*******************************************************************************\n * Search\n */\n\n/**\n * Find any search forms on the page and return their input element\n */\nvar findSearchInput = () => {\n  let forms = document.querySelectorAll(\"form.bd-search\");\n  if (!forms.length) {\n    // no search form found\n    return;\n  } else {\n    var form;\n    if (forms.length == 1) {\n      // there is exactly one search form (persistent or hidden)\n      form = forms[0];\n    } else {\n      // must be at least one persistent form, use the first persistent one\n      form = document.querySelector(\n        \"div:not(.search-button__search-container) > form.bd-search\"\n      );\n    }\n    return form.querySelector(\"input\");\n  }\n};\n\n/**\n * Activate the search field on the page.\n * - If there is a search field already visible it will be activated.\n * - If not, then a search field will pop up.\n */\nvar toggleSearchField = () => {\n  // Find the search input to highlight\n  let input = findSearchInput();\n\n  // if the input field is the hidden one (the one associated with the\n  // search button) then toggle the button state (to show/hide the field)\n  let searchPopupWrapper = document.querySelector(\".search-button__wrapper\");\n  let hiddenInput = searchPopupWrapper.querySelector(\"input\");\n  if (input === hiddenInput) {\n    searchPopupWrapper.classList.toggle(\"show\");\n  }\n  // when toggling off the search field, remove its focus\n  if (document.activeElement === input) {\n    input.blur();\n  } else {\n    input.focus();\n    input.select();\n    input.scrollIntoView({ block: \"center\" });\n  }\n};\n\n/**\n * Add an event listener for toggleSearchField() for Ctrl/Cmd + K\n */\nvar addEventListenerForSearchKeyboard = () => {\n  window.addEventListener(\n    \"keydown\",\n    (event) => {\n      let input = findSearchInput();\n      // toggle on Ctrl+k or ⌘+k\n      if (\n        // Ignore if shift or alt are pressed\n        !event.shiftKey &&\n        !event.altKey &&\n        // On Mac use ⌘, all other OS use Ctrl\n        (useCommandKey\n          ? event.metaKey && !event.ctrlKey\n          : !event.metaKey && event.ctrlKey) &&\n        // Case-insensitive so the shortcut still works with caps lock\n        /k/i.test(event.key)\n      ) {\n        event.preventDefault();\n        toggleSearchField();\n      }\n      // also allow Escape key to hide (but not show) the dynamic search field\n      else if (document.activeElement === input && /Escape/i.test(event.key)) {\n        toggleSearchField();\n      }\n    },\n    true\n  );\n};\n\n/**\n * If the user is on a Mac, use command (⌘) instead of control (ctrl) key\n *\n * Note: `navigator.platform` is deprecated; however MDN still recommends using\n * it for the one specific use case of detecting whether a keyboard shortcut\n * should use control or command:\n * https://developer.mozilla.org/en-US/docs/Web/API/Navigator/platform#examples\n */\nvar useCommandKey =\n  navigator.platform.indexOf(\"Mac\") === 0 || navigator.platform === \"iPhone\";\n\n/**\n * Change the search hint to `meta key` if we are a Mac\n */\n\nvar changeSearchShortcutKey = () => {\n  let shortcuts = document.querySelectorAll(\".search-button__kbd-shortcut\");\n  if (useCommandKey) {\n    shortcuts.forEach(\n      (f) => (f.querySelector(\"kbd.kbd-shortcut__modifier\").innerText = \"⌘\")\n    );\n  }\n};\n\n/**\n * Activate callbacks for search button popup\n */\nvar setupSearchButtons = () => {\n  changeSearchShortcutKey();\n  addEventListenerForSearchKeyboard();\n\n  // Add the search button trigger event callback\n  document.querySelectorAll(\".search-button__button\").forEach((btn) => {\n    btn.onclick = toggleSearchField;\n  });\n\n  // Add the search button overlay event callback\n  let overlay = document.querySelector(\".search-button__overlay\");\n  if (overlay) {\n    overlay.onclick = toggleSearchField;\n  }\n};\n\n/*******************************************************************************\n * Version Switcher\n * Note that this depends on two variables existing that are defined in\n * and `html-page-context` hook:\n *\n * - DOCUMENTATION_OPTIONS.pagename\n * - DOCUMENTATION_OPTIONS.theme_switcher_url\n */\n\n/**\n * Check if corresponding page path exists in other version of docs\n * and, if so, go there instead of the homepage of the other docs version\n *\n * @param {event} event the event that trigger the check\n */\nasync function checkPageExistsAndRedirect(event) {\n  // ensure we don't follow the initial link\n  event.preventDefault();\n  let currentFilePath = `${DOCUMENTATION_OPTIONS.pagename}.html`;\n  let tryUrl = event.currentTarget.getAttribute(\"href\");\n  let otherDocsHomepage = tryUrl.replace(currentFilePath, \"\");\n  try {\n    let head = await fetch(tryUrl, { method: \"HEAD\" });\n    if (head.ok) {\n      location.href = tryUrl; // the page exists, go there\n    } else {\n      location.href = otherDocsHomepage;\n    }\n  } catch (err) {\n    // something went wrong, probably CORS restriction, fallback to other docs homepage\n    location.href = otherDocsHomepage;\n  }\n}\n\n/**\n * Load and parse the version switcher JSON file from an absolute or relative URL.\n *\n * @param {string} url The URL to load version switcher entries from.\n */\nasync function fetchVersionSwitcherJSON(url) {\n  // first check if it's a valid URL\n  try {\n    var result = new URL(url);\n  } catch (err) {\n    if (err instanceof TypeError) {\n      // assume we got a relative path, and fix accordingly. But first, we need to\n      // use `fetch()` to follow redirects so we get the correct final base URL\n      const origin = await fetch(window.location.origin, { method: \"HEAD\" });\n      result = new URL(url, origin.url);\n    } else {\n      // something unexpected happened\n      throw err;\n    }\n  }\n  // load and return the JSON\n  const response = await fetch(result);\n  const data = await response.json();\n  return data;\n}\n\n// Populate the version switcher from the JSON data\nfunction populateVersionSwitcher(data, versionSwitcherBtns) {\n  const currentFilePath = `${DOCUMENTATION_OPTIONS.pagename}.html`;\n  versionSwitcherBtns.forEach((btn) => {\n    // Set empty strings by default so that these attributes exist and can be used in CSS selectors\n    btn.dataset[\"activeVersionName\"] = \"\";\n    btn.dataset[\"activeVersion\"] = \"\";\n  });\n  // in case there are multiple entries with the same version string, this helps us\n  // decide which entry's `name` to put on the button itself. Without this, it would\n  // always be the *last* version-matching entry; now it will be either the\n  // version-matching entry that is also marked as `\"preferred\": true`, or if that\n  // doesn't exist: the *first* version-matching entry.\n  data = data.map((entry) => {\n    // does this entry match the version that we're currently building/viewing?\n    entry.match =\n      entry.version == DOCUMENTATION_OPTIONS.theme_switcher_version_match;\n    entry.preferred = entry.preferred || false;\n    // if no custom name specified (e.g., \"latest\"), use version string\n    if (!(\"name\" in entry)) {\n      entry.name = entry.version;\n    }\n    return entry;\n  });\n  const hasMatchingPreferredEntry = data\n    .map((entry) => entry.preferred && entry.match)\n    .some(Boolean);\n  var foundMatch = false;\n  // create links to the corresponding page in the other docs versions\n  data.forEach((entry) => {\n    // create the node\n    const anchor = document.createElement(\"a\");\n    anchor.setAttribute(\n      \"class\",\n      \"dropdown-item list-group-item list-group-item-action py-1\"\n    );\n    anchor.setAttribute(\"href\", `${entry.url}${currentFilePath}`);\n    anchor.setAttribute(\"role\", \"option\");\n    const span = document.createElement(\"span\");\n    span.textContent = `${entry.name}`;\n    anchor.appendChild(span);\n    // Add dataset values for the version and name in case people want\n    // to apply CSS styling based on this information.\n    anchor.dataset[\"versionName\"] = entry.name;\n    anchor.dataset[\"version\"] = entry.version;\n    // replace dropdown button text with the preferred display name of the\n    // currently-viewed version, rather than using sphinx's {{ version }} variable.\n    // also highlight the dropdown entry for the currently-viewed version's entry\n    let matchesAndIsPreferred = hasMatchingPreferredEntry && entry.preferred;\n    let matchesAndIsFirst =\n      !hasMatchingPreferredEntry && !foundMatch && 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menu.append(node);\n    });\n  });\n}\n\n/*******************************************************************************\n * Warning banner when viewing non-stable version of the docs.\n */\n\n/**\n * Show a warning banner when viewing a non-stable version of the docs.\n *\n * adapted 2023-06 from https://mne.tools/versionwarning.js, which was\n * originally adapted 2020-05 from https://scikit-learn.org/versionwarning.js\n *\n * @param {Array} data The version data used to populate the switcher menu.\n */\nfunction showVersionWarningBanner(data) {\n  var version = DOCUMENTATION_OPTIONS.VERSION;\n  // figure out what latest stable version is\n  var preferredEntries = data.filter((entry) => entry.preferred);\n  if (preferredEntries.length !== 1) {\n    const howMany = preferredEntries.length == 0 ? \"No\" : \"Multiple\";\n    console.log(\n      `[PST] ${howMany} versions marked \"preferred\" found in versions JSON, ignoring.`\n    );\n    return;\n  }\n  const preferredVersion = 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Symbol(\"webpack error\") : \"__webpack_error__\";\nvar resolveQueue = (queue) => {\n\tif(queue && queue.d < 1) {\n\t\tqueue.d = 1;\n\t\tqueue.forEach((fn) => (fn.r--));\n\t\tqueue.forEach((fn) => (fn.r-- ? fn.r++ : fn()));\n\t}\n}\nvar wrapDeps = (deps) => (deps.map((dep) => {\n\tif(dep !== null && typeof dep === \"object\") {\n\t\tif(dep[webpackQueues]) return dep;\n\t\tif(dep.then) {\n\t\t\tvar queue = [];\n\t\t\tqueue.d = 0;\n\t\t\tdep.then((r) => {\n\t\t\t\tobj[webpackExports] = r;\n\t\t\t\tresolveQueue(queue);\n\t\t\t}, (e) => {\n\t\t\t\tobj[webpackError] = e;\n\t\t\t\tresolveQueue(queue);\n\t\t\t});\n\t\t\tvar obj = {};\n\t\t\tobj[webpackQueues] = (fn) => (fn(queue));\n\t\t\treturn obj;\n\t\t}\n\t}\n\tvar ret = {};\n\tret[webpackQueues] = x => {};\n\tret[webpackExports] = dep;\n\treturn ret;\n}));\n__webpack_require__.a = (module, body, hasAwait) => {\n\tvar queue;\n\thasAwait && ((queue = []).d = -1);\n\tvar depQueues = new Set();\n\tvar exports = module.exports;\n\tvar currentDeps;\n\tvar outerResolve;\n\tvar reject;\n\tvar promise = new Promise((resolve, rej) => {\n\t\treject = rej;\n\t\touterResolve = resolve;\n\t});\n\tpromise[webpackExports] = exports;\n\tpromise[webpackQueues] = (fn) => (queue && fn(queue), depQueues.forEach(fn), promise[\"catch\"](x => {}));\n\tmodule.exports = promise;\n\tbody((deps) => {\n\t\tcurrentDeps = wrapDeps(deps);\n\t\tvar fn;\n\t\tvar getResult = () => (currentDeps.map((d) => {\n\t\t\tif(d[webpackError]) throw d[webpackError];\n\t\t\treturn d[webpackExports];\n\t\t}))\n\t\tvar promise = new Promise((resolve) => {\n\t\t\tfn = () => (resolve(getResult));\n\t\t\tfn.r = 0;\n\t\t\tvar fnQueue = (q) => (q !== queue && !depQueues.has(q) && (depQueues.add(q), q && !q.d && (fn.r++, q.push(fn))));\n\t\t\tcurrentDeps.map((dep) => (dep[webpackQueues](fnQueue)));\n\t\t});\n\t\treturn fn.r ? promise : getResult();\n\t}, (err) => ((err ? reject(promise[webpackError] = err) : outerResolve(exports)), resolveQueue(queue)));\n\tqueue && queue.d < 0 && (queue.d = 0);\n};","/**\n * Compare [semver](https://semver.org/) version strings to find greater, equal or lesser.\n * This library supports the full semver specification, including comparing versions with different number of digits like `1.0.0`, `1.0`, `1`, and pre-release versions like `1.0.0-alpha`.\n * @param v1 - First version to compare\n * @param v2 - Second version to compare\n * @returns Numeric value compatible with the [Array.sort(fn) interface](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Array/sort#Parameters).\n */\nexport const compareVersions = (v1, v2) => {\n    // validate input and split into segments\n    const n1 = validateAndParse(v1);\n    const n2 = validateAndParse(v2);\n    // pop off the patch\n    const p1 = n1.pop();\n    const p2 = n2.pop();\n    // validate numbers\n    const r = compareSegments(n1, n2);\n    if (r !== 0)\n        return r;\n    // validate pre-release\n    if (p1 && p2) {\n        return compareSegments(p1.split('.'), p2.split('.'));\n    }\n    else if (p1 || p2) {\n        return p1 ? -1 : 1;\n    }\n    return 0;\n};\n/**\n * Validate [semver](https://semver.org/) version strings.\n *\n * @param version Version number to validate\n * @returns `true` if the version number is a valid semver version number, `false` otherwise.\n *\n * @example\n * ```\n * validate('1.0.0-rc.1'); // return true\n * validate('1.0-rc.1'); // return false\n * validate('foo'); // return false\n * ```\n */\nexport const validate = (version) => typeof version === 'string' && /^[v\\d]/.test(version) && semver.test(version);\n/**\n * Compare [semver](https://semver.org/) version strings using the specified operator.\n *\n * @param v1 First version to compare\n * @param v2 Second version to compare\n * @param operator Allowed arithmetic operator to use\n * @returns `true` if the comparison between the firstVersion and the secondVersion satisfies the operator, `false` otherwise.\n *\n * @example\n * ```\n * compare('10.1.8', '10.0.4', '>'); // return true\n * compare('10.0.1', '10.0.1', '='); // return true\n * compare('10.1.1', '10.2.2', '<'); // return true\n * compare('10.1.1', '10.2.2', '<='); // return true\n * compare('10.1.1', '10.2.2', '>='); // return false\n * ```\n */\nexport const compare = (v1, v2, operator) => {\n    // validate input operator\n    assertValidOperator(operator);\n    // since result of compareVersions can only be -1 or 0 or 1\n    // a simple map can be used to replace switch\n    const res = compareVersions(v1, v2);\n    return operatorResMap[operator].includes(res);\n};\n/**\n * Match [npm semver](https://docs.npmjs.com/cli/v6/using-npm/semver) version range.\n *\n * @param version Version number to match\n * @param range Range pattern for version\n * @returns `true` if the version number is within the range, `false` otherwise.\n *\n * @example\n * ```\n * satisfies('1.1.0', '^1.0.0'); // return true\n * satisfies('1.1.0', '~1.0.0'); // return false\n * ```\n */\nexport const satisfies = (version, range) => {\n    // if no range operator then \"=\"\n    const m = range.match(/^([<>=~^]+)/);\n    const op = m ? m[1] : '=';\n    // if gt/lt/eq then operator compare\n    if (op !== '^' && op !== '~')\n        return compare(version, range, op);\n    // else range of either \"~\" or \"^\" is assumed\n    const [v1, v2, v3, , vp] = validateAndParse(version);\n    const [r1, r2, r3, , rp] = validateAndParse(range);\n    const v = [v1, v2, v3];\n    const r = [r1, r2 !== null && r2 !== void 0 ? r2 : 'x', r3 !== null && r3 !== void 0 ? r3 : 'x'];\n    // validate pre-release\n    if (rp) {\n        if (!vp)\n            return false;\n        if (compareSegments(v, r) !== 0)\n            return false;\n        if (compareSegments(vp.split('.'), rp.split('.')) === -1)\n            return false;\n    }\n    // first non-zero number\n    const nonZero = r.findIndex((v) => v !== '0') + 1;\n    // pointer to where segments can be >=\n    const i = op === '~' ? 2 : nonZero > 1 ? nonZero : 1;\n    // before pointer must be equal\n    if (compareSegments(v.slice(0, i), r.slice(0, i)) !== 0)\n        return false;\n    // after pointer must be >=\n    if (compareSegments(v.slice(i), r.slice(i)) === -1)\n        return false;\n    return true;\n};\nconst semver = /^[v^~<>=]*?(\\d+)(?:\\.([x*]|\\d+)(?:\\.([x*]|\\d+)(?:\\.([x*]|\\d+))?(?:-([\\da-z\\-]+(?:\\.[\\da-z\\-]+)*))?(?:\\+[\\da-z\\-]+(?:\\.[\\da-z\\-]+)*)?)?)?$/i;\nconst validateAndParse = (version) => {\n    if (typeof version !== 'string') {\n        throw new TypeError('Invalid argument expected string');\n    }\n    const match = version.match(semver);\n    if (!match) {\n        throw new Error(`Invalid argument not valid semver ('${version}' received)`);\n    }\n    match.shift();\n    return match;\n};\nconst isWildcard = (s) => s === '*' || s === 'x' || s === 'X';\nconst tryParse = (v) => {\n    const n = parseInt(v, 10);\n    return isNaN(n) ? v : n;\n};\nconst forceType = (a, b) => typeof a !== typeof b ? [String(a), String(b)] : [a, b];\nconst compareStrings = (a, b) => {\n    if (isWildcard(a) || isWildcard(b))\n        return 0;\n    const [ap, bp] = forceType(tryParse(a), tryParse(b));\n    if (ap > bp)\n        return 1;\n    if (ap < bp)\n        return -1;\n    return 0;\n};\nconst compareSegments = (a, b) => {\n    for (let i = 0; i < Math.max(a.length, b.length); i++) {\n        const r = compareStrings(a[i] || '0', b[i] || '0');\n        if (r !== 0)\n            return r;\n    }\n    return 0;\n};\nconst operatorResMap = {\n    '>': [1],\n    '>=': [0, 1],\n    '=': [0],\n    '<=': [-1, 0],\n    '<': [-1],\n};\nconst allowedOperators = Object.keys(operatorResMap);\nconst assertValidOperator = (op) => {\n    if (typeof op !== 'string') {\n        throw new TypeError(`Invalid operator type, expected string but got ${typeof op}`);\n    }\n    if (allowedOperators.indexOf(op) === -1) {\n        throw new Error(`Invalid operator, expected one of ${allowedOperators.join('|')}`);\n    }\n};\n//# sourceMappingURL=index.js.map","/* define several functions to replace jQuery methods\n * inspired by https://tobiasahlin.com/blog/move-from-jquery-to-vanilla-javascript/\n */\n\n/**\n * Execute a method if DOM has finished loading\n *\n * @param {function} callback the method to execute\n */\nexport function documentReady(callback) {\n  if (document.readyState != \"loading\") callback();\n  else document.addEventListener(\"DOMContentLoaded\", callback);\n}\n","// Define the custom behavior of the page\nimport { documentReady } from \"./mixin\";\nimport { compare, validate } from \"compare-versions\";\n\nimport \"../styles/pydata-sphinx-theme.scss\";\n\n/*******************************************************************************\n * Theme interaction\n */\n\nvar prefersDark = window.matchMedia(\"(prefers-color-scheme: dark)\");\n\n/**\n * set the the body theme to the one specified by the user browser\n *\n * @param {event} e\n */\nfunction autoTheme(e) {\n  document.documentElement.dataset.theme = prefersDark.matches\n    ? \"dark\"\n    : \"light\";\n}\n\n/**\n * Set the theme using the specified mode.\n * It can be one of [\"auto\", \"dark\", \"light\"]\n *\n * @param {str} mode\n */\nfunction setTheme(mode) {\n  if (mode !== \"light\" && mode !== \"dark\" && mode !== \"auto\") {\n    console.error(`Got invalid theme mode: ${mode}. Resetting to auto.`);\n    mode = \"auto\";\n  }\n\n  // get the theme\n  var colorScheme = prefersDark.matches ? \"dark\" : \"light\";\n  document.documentElement.dataset.mode = mode;\n  var theme = mode == \"auto\" ? colorScheme : mode;\n  document.documentElement.dataset.theme = theme;\n  // TODO: remove this line after Bootstrap upgrade\n  // v5.3 has a colors mode: https://getbootstrap.com/docs/5.3/customize/color-modes/\n  document.querySelectorAll(\".dropdown-menu\").forEach((el) => {\n    if (theme === \"dark\") {\n      el.classList.add(\"dropdown-menu-dark\");\n    } else {\n      el.classList.remove(\"dropdown-menu-dark\");\n    }\n  });\n\n  // save mode and theme\n  localStorage.setItem(\"mode\", mode);\n  localStorage.setItem(\"theme\", theme);\n  console.log(`[PST]: Changed to ${mode} mode using the ${theme} theme.`);\n\n  // add a listener if set on auto\n  prefersDark.onchange = mode == \"auto\" ? autoTheme : \"\";\n}\n\n/**\n * Change the theme option order so that clicking on the btn is always a change\n * from \"auto\"\n */\nfunction cycleMode() {\n  const defaultMode = document.documentElement.dataset.defaultMode || \"auto\";\n  const currentMode = localStorage.getItem(\"mode\") || defaultMode;\n\n  var loopArray = (arr, current) => {\n    var nextPosition = arr.indexOf(current) + 1;\n    if (nextPosition === arr.length) {\n      nextPosition = 0;\n    }\n    return arr[nextPosition];\n  };\n\n  // make sure the next theme after auto is always a change\n  var modeList = prefersDark.matches\n    ? [\"auto\", \"light\", \"dark\"]\n    : [\"auto\", \"dark\", \"light\"];\n  var newMode = loopArray(modeList, currentMode);\n  setTheme(newMode);\n}\n\n/**\n * add the theme listener on the btns of the navbar\n */\nfunction addModeListener() {\n  // the theme was set a first time using the initial mini-script\n  // running setMode will ensure the use of the dark mode if auto is selected\n  setTheme(document.documentElement.dataset.mode);\n\n  // Attach event handlers for toggling themes colors\n  document.querySelectorAll(\".theme-switch-button\").forEach((el) => {\n    el.addEventListener(\"click\", cycleMode);\n  });\n}\n\n/*******************************************************************************\n * TOC interactivity\n */\n\n/**\n * TOC sidebar - add \"active\" class to parent list\n *\n * Bootstrap's scrollspy adds the active class to the <a> link,\n * but for the automatic collapsing we need this on the parent list item.\n *\n * The event is triggered on \"window\" (and not the nav item as documented),\n * see https://github.com/twbs/bootstrap/issues/20086\n */\nfunction addTOCInteractivity() {\n  window.addEventListener(\"activate.bs.scrollspy\", function () {\n    const navLinks = document.querySelectorAll(\".bd-toc-nav a\");\n\n    navLinks.forEach((navLink) => {\n      navLink.parentElement.classList.remove(\"active\");\n    });\n\n    const activeNavLinks = document.querySelectorAll(\".bd-toc-nav a.active\");\n    activeNavLinks.forEach((navLink) => {\n      navLink.parentElement.classList.add(\"active\");\n    });\n  });\n}\n\n/*******************************************************************************\n * Scroll\n */\n\n/**\n * Navigation sidebar scrolling to active page\n */\nfunction scrollToActive() {\n  // If the docs nav doesn't exist, do nothing (e.g., on search page)\n  if (!document.querySelector(\".bd-docs-nav\")) {\n    return;\n  }\n\n  var sidebar = document.querySelector(\"div.bd-sidebar\");\n\n  // Remember the sidebar scroll position between page loads\n  // Inspired on source of revealjs.com\n  let storedScrollTop = parseInt(\n    sessionStorage.getItem(\"sidebar-scroll-top\"),\n    10\n  );\n\n  if (!isNaN(storedScrollTop)) {\n    // If we've got a saved scroll position, just use that\n    sidebar.scrollTop = storedScrollTop;\n    console.log(\"[PST]: Scrolled sidebar using stored browser position...\");\n  } else {\n    // Otherwise, calculate a position to scroll to based on the lowest `active` link\n    var sidebarNav = document.querySelector(\".bd-docs-nav\");\n    var active_pages = sidebarNav.querySelectorAll(\".active\");\n    if (active_pages.length > 0) {\n      // Use the last active page as the offset since it's the page we're on\n      var latest_active = active_pages[active_pages.length - 1];\n      var offset =\n        latest_active.getBoundingClientRect().y -\n        sidebar.getBoundingClientRect().y;\n      // Only scroll the navbar if the active link is lower than 50% of the page\n      if (latest_active.getBoundingClientRect().y > window.innerHeight * 0.5) {\n        let buffer = 0.25; // Buffer so we have some space above the scrolled item\n        sidebar.scrollTop = offset - sidebar.clientHeight * buffer;\n        console.log(\"[PST]: Scrolled sidebar using last active link...\");\n      }\n    }\n  }\n\n  // Store the sidebar scroll position\n  window.addEventListener(\"beforeunload\", () => {\n    sessionStorage.setItem(\"sidebar-scroll-top\", sidebar.scrollTop);\n  });\n}\n\n/*******************************************************************************\n * Search\n */\n\n/**\n * Find any search forms on the page and return their input element\n */\nvar findSearchInput = () => {\n  let forms = document.querySelectorAll(\"form.bd-search\");\n  if (!forms.length) {\n    // no search form found\n    return;\n  } else {\n    var form;\n    if (forms.length == 1) {\n      // there is exactly one search form (persistent or hidden)\n      form = forms[0];\n    } else {\n      // must be at least one persistent form, use the first persistent one\n      form = document.querySelector(\n        \"div:not(.search-button__search-container) > form.bd-search\"\n      );\n    }\n    return form.querySelector(\"input\");\n  }\n};\n\n/**\n * Activate the search field on the page.\n * - If there is a search field already visible it will be activated.\n * - If not, then a search field will pop up.\n */\nvar toggleSearchField = () => {\n  // Find the search input to highlight\n  let input = findSearchInput();\n\n  // if the input field is the hidden one (the one associated with the\n  // search button) then toggle the button state (to show/hide the field)\n  let searchPopupWrapper = document.querySelector(\".search-button__wrapper\");\n  let hiddenInput = searchPopupWrapper.querySelector(\"input\");\n  if (input === hiddenInput) {\n    searchPopupWrapper.classList.toggle(\"show\");\n  }\n  // when toggling off the search field, remove its focus\n  if (document.activeElement === input) {\n    input.blur();\n  } else {\n    input.focus();\n    input.select();\n    input.scrollIntoView({ block: \"center\" });\n  }\n};\n\n/**\n * Add an event listener for toggleSearchField() for Ctrl/Cmd + K\n */\nvar addEventListenerForSearchKeyboard = () => {\n  window.addEventListener(\n    \"keydown\",\n    (event) => {\n      let input = findSearchInput();\n      // toggle on Ctrl+k or ⌘+k\n      if (\n        // Ignore if shift or alt are pressed\n        !event.shiftKey &&\n        !event.altKey &&\n        // On Mac use ⌘, all other OS use Ctrl\n        (useCommandKey\n          ? event.metaKey && !event.ctrlKey\n          : !event.metaKey && event.ctrlKey) &&\n        // Case-insensitive so the shortcut still works with caps lock\n        /k/i.test(event.key)\n      ) {\n        event.preventDefault();\n        toggleSearchField();\n      }\n      // also allow Escape key to hide (but not show) the dynamic search field\n      else if (document.activeElement === input && /Escape/i.test(event.key)) {\n        toggleSearchField();\n      }\n    },\n    true\n  );\n};\n\n/**\n * If the user is on a Mac, use command (⌘) instead of control (ctrl) key\n *\n * Note: `navigator.platform` is deprecated; however MDN still recommends using\n * it for the one specific use case of detecting whether a keyboard shortcut\n * should use control or command:\n * https://developer.mozilla.org/en-US/docs/Web/API/Navigator/platform#examples\n */\nvar useCommandKey =\n  navigator.platform.indexOf(\"Mac\") === 0 || navigator.platform === \"iPhone\";\n\n/**\n * Change the search hint to `meta key` if we are a Mac\n */\n\nvar changeSearchShortcutKey = () => {\n  let shortcuts = document.querySelectorAll(\".search-button__kbd-shortcut\");\n  if (useCommandKey) {\n    shortcuts.forEach(\n      (f) => (f.querySelector(\"kbd.kbd-shortcut__modifier\").innerText = \"⌘\")\n    );\n  }\n};\n\n/**\n * Activate callbacks for search button popup\n */\nvar setupSearchButtons = () => {\n  changeSearchShortcutKey();\n  addEventListenerForSearchKeyboard();\n\n  // Add the search button trigger event callback\n  document.querySelectorAll(\".search-button__button\").forEach((btn) => {\n    btn.onclick = toggleSearchField;\n  });\n\n  // Add the search button overlay event callback\n  let overlay = document.querySelector(\".search-button__overlay\");\n  if (overlay) {\n    overlay.onclick = toggleSearchField;\n  }\n};\n\n/*******************************************************************************\n * Version Switcher\n * Note that this depends on two variables existing that are defined in\n * and `html-page-context` hook:\n *\n * - DOCUMENTATION_OPTIONS.pagename\n * - DOCUMENTATION_OPTIONS.theme_switcher_url\n */\n\n/**\n * Check if corresponding page path exists in other version of docs\n * and, if so, go there instead of the homepage of the other docs version\n *\n * @param {event} event the event that trigger the check\n */\nasync function checkPageExistsAndRedirect(event) {\n  // ensure we don't follow the initial link\n  event.preventDefault();\n  let currentFilePath = `${DOCUMENTATION_OPTIONS.pagename}.html`;\n  let tryUrl = event.currentTarget.getAttribute(\"href\");\n  let otherDocsHomepage = tryUrl.replace(currentFilePath, \"\");\n  try {\n    let head = await fetch(tryUrl, { method: \"HEAD\" });\n    if (head.ok) {\n      location.href = tryUrl; // the page exists, go there\n    } else {\n      location.href = otherDocsHomepage;\n    }\n  } catch (err) {\n    // something went wrong, probably CORS restriction, fallback to other docs homepage\n    location.href = otherDocsHomepage;\n  }\n}\n\n/**\n * Load and parse the version switcher JSON file from an absolute or relative URL.\n *\n * @param {string} url The URL to load version switcher entries from.\n */\nasync function fetchVersionSwitcherJSON(url) {\n  // first check if it's a valid URL\n  try {\n    var result = new URL(url);\n  } catch (err) {\n    if (err instanceof TypeError) {\n      // assume we got a relative path, and fix accordingly. But first, we need to\n      // use `fetch()` to follow redirects so we get the correct final base URL\n      const origin = await fetch(window.location.origin, { method: \"HEAD\" });\n      result = new URL(url, origin.url);\n    } else {\n      // something unexpected happened\n      throw err;\n    }\n  }\n  // load and return the JSON\n  const response = await fetch(result);\n  const data = await response.json();\n  return data;\n}\n\n// Populate the version switcher from the JSON data\nfunction populateVersionSwitcher(data, versionSwitcherBtns) {\n  const currentFilePath = `${DOCUMENTATION_OPTIONS.pagename}.html`;\n  versionSwitcherBtns.forEach((btn) => {\n    // Set empty strings by default so that these attributes exist and can be used in CSS selectors\n    btn.dataset[\"activeVersionName\"] = \"\";\n    btn.dataset[\"activeVersion\"] = \"\";\n  });\n  // in case there are multiple entries with the same version string, this helps us\n  // decide which entry's `name` to put on the button itself. Without this, it would\n  // always be the *last* version-matching entry; now it will be either the\n  // version-matching entry that is also marked as `\"preferred\": true`, or if that\n  // doesn't exist: the *first* version-matching entry.\n  data = data.map((entry) => {\n    // does this entry match the version that we're currently building/viewing?\n    entry.match =\n      entry.version == DOCUMENTATION_OPTIONS.theme_switcher_version_match;\n    entry.preferred = entry.preferred || false;\n    // if no custom name specified (e.g., \"latest\"), use version string\n    if (!(\"name\" in entry)) {\n      entry.name = entry.version;\n    }\n    return entry;\n  });\n  const hasMatchingPreferredEntry = data\n    .map((entry) => entry.preferred && entry.match)\n    .some(Boolean);\n  var foundMatch = false;\n  // create links to the corresponding page in the other docs versions\n  data.forEach((entry) => {\n    // create the node\n    const anchor = document.createElement(\"a\");\n    anchor.setAttribute(\n      \"class\",\n      \"dropdown-item list-group-item list-group-item-action py-1\"\n    );\n    anchor.setAttribute(\"href\", `${entry.url}${currentFilePath}`);\n    anchor.setAttribute(\"role\", \"option\");\n    const span = document.createElement(\"span\");\n    span.textContent = `${entry.name}`;\n    anchor.appendChild(span);\n    // Add dataset values for the version and name in case people want\n    // to apply CSS styling based on this information.\n    anchor.dataset[\"versionName\"] = entry.name;\n    anchor.dataset[\"version\"] = entry.version;\n    // replace dropdown button text with the preferred display name of the\n    // currently-viewed version, rather than using sphinx's {{ version }} variable.\n    // also highlight the dropdown entry for the currently-viewed version's entry\n    let matchesAndIsPreferred = hasMatchingPreferredEntry && entry.preferred;\n    let matchesAndIsFirst =\n      !hasMatchingPreferredEntry && !foundMatch && entry.match;\n    if (matchesAndIsPreferred || matchesAndIsFirst) {\n      anchor.classList.add(\"active\");\n      versionSwitcherBtns.forEach((btn) => {\n        btn.innerText = entry.name;\n        btn.dataset[\"activeVersionName\"] = entry.name;\n        btn.dataset[\"activeVersion\"] = entry.version;\n      });\n      foundMatch = true;\n    }\n    // There may be multiple version-switcher elements, e.g. one\n    // in a slide-over panel displayed on smaller screens.\n    document.querySelectorAll(\".version-switcher__menu\").forEach((menu) => {\n      // we need to clone the node for each menu, but onclick attributes are not\n      // preserved by `.cloneNode()` so we add onclick here after cloning.\n      let node = anchor.cloneNode(true);\n      node.onclick = checkPageExistsAndRedirect;\n      // on click, AJAX calls will check if the linked page exists before\n      // trying to redirect, and if not, will redirect to the homepage\n      // for that version of the docs.\n      menu.append(node);\n    });\n  });\n}\n\n/*******************************************************************************\n * Warning banner when viewing non-stable version of the docs.\n */\n\n/**\n * Show a warning banner when viewing a non-stable version of the docs.\n *\n * adapted 2023-06 from https://mne.tools/versionwarning.js, which was\n * originally adapted 2020-05 from https://scikit-learn.org/versionwarning.js\n *\n * @param {Array} data The version data used to populate the switcher menu.\n */\nfunction showVersionWarningBanner(data) {\n  var version = DOCUMENTATION_OPTIONS.VERSION;\n  // figure out what latest stable version is\n  var preferredEntries = data.filter((entry) => entry.preferred);\n  if (preferredEntries.length !== 1) {\n    const howMany = preferredEntries.length == 0 ? \"No\" : \"Multiple\";\n    console.log(\n      `[PST] ${howMany} versions marked \"preferred\" found in versions JSON, ignoring.`\n    );\n    return;\n  }\n  const preferredVersion = 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diff --git a/_static/styles/pydata-sphinx-theme.css b/_static/styles/pydata-sphinx-theme.css
index 7167797..9d12a96 100644
--- a/_static/styles/pydata-sphinx-theme.css
+++ b/_static/styles/pydata-sphinx-theme.css
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details.toggle-details summary{border-left:3px solid var(--pst-color-primary)}html div.rendered_html html .jp-RenderedHTMLCommon table{table-layout:auto}html[data-theme=dark] .bd-content .nboutput .output_area.rendered_html{color:var(--pst-color-on-background);background-color:var(--pst-color-text-base);border-radius:.25rem;padding:.5rem}html[data-theme=dark] .bd-content .nboutput .output_area.stderr{background:var(--pst-color-danger)}div.nblast.container{margin-bottom:1rem}div.cell_output .output{max-width:100%;overflow-x:auto}html[data-theme=dark] .bd-content div.cell_output img,html[data-theme=dark] .bd-content div.cell_output .text_html{color:var(--pst-color-on-background);background-color:var(--pst-color-text-base);border-radius:.25rem;padding:.5rem}.bd-content div.cell_input{display:flex;flex-direction:column;justify-content:stretch}.bd-content div.cell_input,.bd-content div.output{border-radius:.25rem}.bd-content div.output table{table-layout:auto}html[data-theme=dark] .bd-content img.leaflet-tile.leaflet-tile-loaded{border-radius:0;padding:0}.bd-search-container div#search-results>h2{font-size:var(--pst-font-size-icon);margin-top:0}.bd-search-container div#search-results p.search-summary{color:var(--pst-color-text-muted)}.bd-search-container ul.search{margin:0;list-style:none}.bd-search-container ul.search li{background-image:none;padding:1rem 0;margin:1rem 0;border-top:1px solid var(--pst-color-text-muted)}.bd-search-container ul.search li>a{font-size:1.2em}.bd-search-container ul.search li div.context,.bd-search-container ul.search li p.context{color:var(--pst-color-text-base);margin:.5em 0 0 0}.bd-search-container ul.search li div.context a:before,.bd-search-container ul.search li p.context a:before{content:\"#\";padding-right:.2em;color:var(--pst-color-text-muted)}","html {\n  /*****************************************************************************\n  * Overall Layout Variables\n  */\n\n  // Header height will impact the top offset for many sections\n  // Article header is 66% of Header\n  --pst-header-height: 4rem;\n  --pst-header-article-height: calc(var(--pst-header-height) * 2 / 3);\n  --pst-sidebar-secondary: 17rem;\n}\n\n/*******************************************************************************\n* Breakpoints that trigger UI changes\n*\n* Note that media-breakpoint-down begins at the next highest level!\n* So we should choose a media-breakpoint-down one *lower* than when we want to start\n* example: media-breakpoint-up(md) and media-breakpoint-down(sm) trigger at the same time\n* ref: https://github.com/twbs/bootstrap/issues/31214\n*/\n$breakpoint-sidebar-primary: lg; // When we collapse the primary sidebar\n$breakpoint-sidebar-secondary: xl; // When we collapse the secondary sidebar\n$breakpoint-page-width: 88rem; // taken from sphinx-basic-ng, which we are ultimately going to inherit\n\n/*******************************************************************************\n* Define the animation behaviour\n*/\n$animation-time: 200ms;\n\n/*******************************************************************************\n* UI shaping and padding\n*/\n$admonition-border-radius: 0.25rem;\n","html {\n  /*****************************************************************************\n  * Font features used in this theme\n  */\n\n  // base font size - applied at body/html level\n  --pst-font-size-base: 1rem;\n\n  // heading font sizes based on bootstrap sizing\n  --pst-font-size-h1: 2.5rem;\n  --pst-font-size-h2: 2rem;\n  --pst-font-size-h3: 1.75rem;\n  --pst-font-size-h4: 1.5rem;\n  --pst-font-size-h5: 1.25rem;\n  --pst-font-size-h6: 1.1rem;\n\n  // smaller than heading font sizes\n  --pst-font-size-milli: 0.9rem;\n\n  // Sidebar styles\n  --pst-sidebar-font-size: 0.9rem;\n  --pst-sidebar-font-size-mobile: 1.1rem;\n  --pst-sidebar-header-font-size: 1.2rem;\n  --pst-sidebar-header-font-weight: 600;\n\n  // Admonition styles\n  --pst-admonition-font-weight-heading: 600;\n\n  // Font weights\n  --pst-font-weight-caption: 300;\n  --pst-font-weight-heading: 400;\n\n  // Font family\n  // These are adapted from https://systemfontstack.com/ */\n  --pst-font-family-base-system: -apple-system, BlinkMacSystemFont, Segoe UI,\n    \"Helvetica Neue\", Arial, sans-serif, Apple Color Emoji, Segoe UI Emoji,\n    Segoe UI Symbol;\n  --pst-font-family-monospace-system: \"SFMono-Regular\", Menlo, Consolas, Monaco,\n    Liberation Mono, Lucida Console, monospace;\n\n  --pst-font-family-base: var(--pst-font-family-base-system);\n  --pst-font-family-heading: var(--pst-font-family-base-system);\n  --pst-font-family-monospace: var(--pst-font-family-monospace-system);\n}\n","html {\n  /*****************************************************************************\n  * Icon\n  */\n\n  // Font size across all icons\n  --pst-font-size-icon: 1.5rem;\n\n  // Font Awesome default icons\n  --pst-icon-check-circle: \"\\f058\"; // fa-solid fa-circle-check\n  --pst-icon-info-circle: \"\\f05a\"; // fa-solid fa-circle-info\n  --pst-icon-exclamation-triangle: \"\\f071\"; // fa-solid fa-triangle-exclamation\n  --pst-icon-exclamation-circle: \"\\f06a\"; // fa-solid fa-circle-exclamation\n  --pst-icon-times-circle: \"\\f057\"; // fa-solid fa-circle-xmark\n  --pst-icon-lightbulb: \"\\f0eb\"; // fa-solid fa-lightbulb\n  --pst-icon-download: \"\\f019\"; // fa-solid fa-download\n  --pst-icon-angle-left: \"\\f104\"; // fa-solid fa-angle-left\n  --pst-icon-angle-right: \"\\f105\"; // fa-solid fa-angle-right\n  --pst-icon-external-link: \"\\f35d\"; // fa-solid fa-up-right-from-square\n  --pst-icon-search-minus: \"\\f010\"; // fa-solid fa-magnifying-glass-minus\n  --pst-icon-github: \"\\f09b\"; // fa-brands fa-github\n  --pst-icon-gitlab: \"\\f296\"; // fa-brands fa-gitlab\n  --pst-icon-share: \"\\f064\"; // fa-solid fa-share\n  --pst-icon-bell: \"\\f0f3\"; // fa-solid fa-bell\n  --pst-icon-pencil: \"\\f303\"; // fa-solid fa-pencil\n\n  // Bootstrap icons\n  --pst-breadcrumb-divider: \"\\f105\";\n}\n","html {\n  /*****************************************************************************\n  * Admonitions\n  **/\n\n  --pst-icon-admonition-default: var(--pst-icon-bell);\n  --pst-icon-admonition-note: var(--pst-icon-info-circle);\n  --pst-icon-admonition-attention: var(--pst-icon-exclamation-circle);\n  --pst-icon-admonition-caution: var(--pst-icon-exclamation-triangle);\n  --pst-icon-admonition-warning: var(--pst-icon-exclamation-triangle);\n  --pst-icon-admonition-danger: var(--pst-icon-exclamation-triangle);\n  --pst-icon-admonition-error: var(--pst-icon-times-circle);\n  --pst-icon-admonition-hint: var(--pst-icon-lightbulb);\n  --pst-icon-admonition-tip: var(--pst-icon-lightbulb);\n  --pst-icon-admonition-important: var(--pst-icon-exclamation-circle);\n  --pst-icon-admonition-seealso: var(--pst-icon-share);\n  --pst-icon-admonition-todo: var(--pst-icon-pencil);\n}\n","html {\n  /*****************************************************************************\n  * versionmodified\n  **/\n\n  --pst-icon-versionmodified-default: var(--pst-icon-exclamation-circle);\n  --pst-icon-versionmodified-added: var(--pst-icon-exclamation-circle);\n  --pst-icon-versionmodified-changed: var(--pst-icon-exclamation-circle);\n  --pst-icon-versionmodified-deprecated: var(--pst-icon-exclamation-circle);\n}\n","html {\n  font-size: var(--pst-font-size-base);\n  scroll-padding-top: calc(var(--pst-header-height) + 1rem);\n}\n\nbody {\n  background-color: var(--pst-color-background);\n  font-family: var(--pst-font-family-base);\n  font-weight: 400;\n  line-height: 1.65;\n  color: var(--pst-color-text-base);\n  min-height: 100vh;\n  display: flex;\n  flex-direction: column;\n\n  // hack to avoid the black background on some browser including Safari\n  &::-webkit-scrollbar-track {\n    background: var(--pst-color-background);\n  }\n}\n\np {\n  margin-bottom: 1.15rem;\n  font-size: 1em;\n  color: var(--pst-color-text-base);\n\n  /* section header in docstring pages */\n  &.rubric {\n    border-bottom: 1px solid var(--pst-color-border);\n  }\n\n  &.centered {\n    text-align: center;\n  }\n}\n\na {\n  @include link-style-default;\n\n  // The # anchor that appears on hover over headings\n  &.headerlink {\n    color: var(--pst-color-secondary);\n    opacity: 0.7;\n    font-size: 0.8em;\n    padding: 0 4px 0 4px;\n    margin-left: 0.2em;\n    text-decoration: none;\n    transition: all 0.2s ease-out;\n    user-select: none;\n\n    &:hover {\n      opacity: 1;\n    }\n  }\n\n  // set up a icon next to the shorten links from github and gitlab\n  &.github,\n  &.gitlab {\n    &::before {\n      color: var(--pst-color-text-muted);\n      font: var(--fa-font-brands);\n      margin-right: 0.25rem;\n    }\n  }\n\n  &.github::before {\n    content: var(--pst-icon-github);\n  }\n\n  &.gitlab::before {\n    content: var(--pst-icon-gitlab);\n  }\n}\n\n.heading-style {\n  margin: 2.75rem 0 1.05rem;\n  font-family: var(--pst-font-family-heading);\n  font-weight: var(--pst-font-weight-heading);\n  line-height: 1.15;\n}\n\nh1 {\n  @extend .heading-style;\n  margin-top: 0;\n  font-size: var(--pst-font-size-h1);\n  color: var(--pst-heading-color);\n}\n\nh2 {\n  @extend .heading-style;\n  font-size: var(--pst-font-size-h2);\n  color: var(--pst-heading-color);\n}\n\nh3 {\n  @extend .heading-style;\n  font-size: var(--pst-font-size-h3);\n  color: var(--pst-heading-color);\n}\n\nh4 {\n  @extend .heading-style;\n  font-size: var(--pst-font-size-h4);\n  color: var(--pst-heading-color);\n}\n\nh5 {\n  @extend .heading-style;\n  font-size: var(--pst-font-size-h5);\n  color: var(--pst-color-text-base);\n}\n\nh6 {\n  @extend .heading-style;\n  font-size: var(--pst-font-size-h6);\n  color: var(--pst-color-text-base);\n}\n\nsmall,\n.text_small {\n  font-size: var(--pst-font-size-milli);\n}\n\nhr {\n  border: 0;\n  border-top: 1px solid var(--pst-color-border);\n}\n\npre,\ncode,\nkbd,\nsamp {\n  font-family: var(--pst-font-family-monospace);\n}\n\nkbd {\n  // use theme negative\n  background-color: var(--pst-color-on-background);\n  color: var(--pst-color-text-muted);\n\n  // Compound keyboard elements will have nested kbd in them, so this prevents double lines\n  &:not(.compound) {\n    border: 1px solid var(--pst-color-border);\n    margin: 0 0.1rem;\n    padding: 0.1rem 0.4rem;\n    box-shadow: 1px 1px 1px var(--pst-color-shadow);\n  }\n}\n\ncode {\n  color: var(--pst-color-inline-code);\n}\n\npre {\n  margin: 1.5em 0 1.5em 0;\n  padding: 1rem;\n  background-color: var(--pst-color-surface);\n  color: var(--pst-color-text-base);\n  line-height: 1.2em;\n  border: 1px solid var(--pst-color-border);\n  border-radius: $admonition-border-radius;\n\n  .linenos {\n    // minimum opacity to make the line numbers WCAG AA conformant\n    opacity: 0.8;\n    padding-right: 10px;\n  }\n}\n\n// the back to top btn\n#pst-back-to-top {\n  z-index: $zindex-tooltip;\n  position: fixed;\n  display: none;\n  top: 80vh;\n  left: 50vw;\n  transform: translate(-50%);\n  color: var(--pst-color-secondary-text);\n  background-color: var(--pst-color-secondary);\n  border: none;\n}\n","/**\n * Consistent styling for links\n **/\n\n// Define some useful variables for links styling consistency\n//\n//  Thickness of the underline for links\n// the default will be either:\n//  - 1px\n// - 0.0625rem if it's thicker than 1px because the user has changed the text\n//   size in their browser\n$link-underline-thickness: unquote(\"max(1px, .0625rem)\") !default;\n// Offset of link underlines from text baseline\n// The default is 3px expressed as ems, as calculated against the default body\n// font size (on desktop).\n$link-underline-offset: 0.1578em !default;\n// Thickness of link underlines in hover state\n// The default for each link will be the thickest of the following:\n//  - 3px\n//  - 0.1875rem, if it's thicker than 3px because the user has changed the text\n//    size in their browser\n//  - 0.12em (relative to the link's text size)\n$link-hover-decoration-thickness: unquote(\"max(3px, .1875rem, .12em)\") !default;\n\n//  Ensures links have an underline decoration by default - needed to meet\n// WCAG SC 1.4.1\n@mixin link-decoration {\n  text-decoration: underline;\n\n  @if $link-underline-thickness {\n    text-decoration-thickness: $link-underline-thickness;\n  }\n\n  @if $link-underline-offset {\n    text-underline-offset: $link-underline-offset;\n  }\n}\n\n// Ensures links have an underline decoration on hover - distinct from the\n// default behaviour\n@mixin link-decoration-hover {\n  @if $link-hover-decoration-thickness {\n    text-decoration-thickness: $link-hover-decoration-thickness;\n    // Disable ink skipping on underlines on hover. Browsers haven't\n    // standardised on this part of the spec yet, so set both properties\n    text-decoration-skip-ink: none; // Chromium, Firefox\n    text-decoration-skip: none; // Safari\n  }\n}\n\n// Simple hover style - can be used alone or in conjunction with other mixins\n// Add the text underline and change in thickness on hover\n@mixin link-style-hover {\n  &:hover {\n    @include link-decoration;\n    @include link-decoration-hover;\n    color: var(--pst-color-link-hover);\n  }\n}\n\n// Default link styles\n//\n// Defines: default unvisited, visited, hover, and active.\n// TODO: @trallard to improve focus styles in subsequent PR\n@mixin link-style-default {\n  // So that really long links don't spill out of their container\n  word-wrap: break-word;\n\n  color: var(--pst-color-link);\n  @include link-decoration;\n\n  &:hover {\n    color: var(--pst-color-link-hover);\n    @include link-decoration-hover;\n  }\n\n  // TODO: @trallard to add active styles in subsequent PR\n  &:active {\n    color: var(--pst-color-link);\n  }\n\n  // Visited should still be hoverable\n  &:visited {\n    color: var(--pst-color-link);\n    &:hover {\n      color: var(--pst-color-link-hover);\n    }\n  }\n  @include focus-indicator;\n}\n\n// Text link styles\n//\n// Makes links use the muted text colour and removes the underline.\n// Use this mixin for navigation bar links.\n@mixin link-style-text {\n  color: var(--pst-color-text-muted);\n  text-decoration: none;\n\n  &:hover {\n    color: var(--pst-color-link-hover);\n    @include link-decoration;\n    @include link-decoration-hover;\n  }\n  @include focus-indicator;\n}\n\n// Sidebar and TOC links\n//\n// Makes links use the muted text colour and removes the underline.\n// Use this mixin for navigation the primary sidebar and table of contents.\n// Active and hover should work together rather than one overriding the other.\n@mixin link-sidebar {\n  color: var(--pst-color-text-muted);\n  text-decoration: none;\n\n  &:hover {\n    text-decoration: underline;\n    background-color: transparent;\n    color: var(--pst-color-link-hover);\n    @include link-decoration-hover;\n  }\n\n  // TODO: @trallard to update active styles in subsequent PR\n  &:active {\n    color: var(--pst-color-link-hover);\n  }\n}\n\n// Sidebar current page link styles\n//\n// Adds a vertical line on the left hand side of the link to indicate that\n// it's the current page. Note this is distinct from an active state.\n// Used on the primary sidebar and the TOC.\n// We want the side box shadow to have the same thickness as the hover underline\n@mixin link-sidebar-current {\n  font-weight: 600;\n  color: var(--pst-color-primary);\n  @if $link-hover-decoration-thickness {\n    box-shadow: inset\n      $link-hover-decoration-thickness\n      0px\n      0px\n      var(--pst-color-primary);\n  }\n}\n\n// Navigation bar current page link styles\n//\n// Adds a bottom underline, this leaves enough space for the hover state without\n// cluttering the navbar.\n// We want the side box shadow to have the same thickness as the hover underline\n@mixin link-navbar-current {\n  font-weight: 600;\n  color: var(--pst-color-primary);\n  @if $link-hover-decoration-thickness {\n    border-bottom: $link-hover-decoration-thickness\n      solid\n      var(--pst-color-primary);\n  }\n}\n\n// Navigation bar icon links hover styles\n//\n// Adds a bottom box-shadow - since there is no text we cannot use text-decoration\n// We want the side box shadow to have the same thickness as the hover underline\n@mixin icon-navbar-hover {\n  &:hover {\n    color: var(--pst-color-link-hover);\n    @if $link-hover-decoration-thickness {\n      box-shadow: 0px\n        $link-hover-decoration-thickness\n        0px\n        var(--pst-color-link-hover);\n    }\n  }\n}\n\n// Focus indicator\n@mixin focus-indicator {\n  &:focus-visible {\n    outline: 2px solid var(--pst-color-accent);\n  }\n}\n","// Variables\n//\n// Variables should follow the `$component-state-property-size` formula for\n// consistent naming. Ex: $nav-link-disabled-color and $modal-content-box-shadow-xs.\n\n// Color system\n\n// scss-docs-start gray-color-variables\n$white:    #fff !default;\n$gray-100: #f8f9fa !default;\n$gray-200: #e9ecef !default;\n$gray-300: #dee2e6 !default;\n$gray-400: #ced4da !default;\n$gray-500: #adb5bd !default;\n$gray-600: #6c757d !default;\n$gray-700: #495057 !default;\n$gray-800: #343a40 !default;\n$gray-900: #212529 !default;\n$black:    #000 !default;\n// scss-docs-end gray-color-variables\n\n// fusv-disable\n// scss-docs-start gray-colors-map\n$grays: (\n  \"100\": $gray-100,\n  \"200\": $gray-200,\n  \"300\": $gray-300,\n  \"400\": $gray-400,\n  \"500\": $gray-500,\n  \"600\": $gray-600,\n  \"700\": $gray-700,\n  \"800\": $gray-800,\n  \"900\": $gray-900\n) !default;\n// scss-docs-end gray-colors-map\n// fusv-enable\n\n// scss-docs-start color-variables\n$blue:    #0d6efd !default;\n$indigo:  #6610f2 !default;\n$purple:  #6f42c1 !default;\n$pink:    #d63384 !default;\n$red:     #dc3545 !default;\n$orange:  #fd7e14 !default;\n$yellow:  #ffc107 !default;\n$green:   #198754 !default;\n$teal:    #20c997 !default;\n$cyan:    #0dcaf0 !default;\n// scss-docs-end color-variables\n\n// scss-docs-start colors-map\n$colors: (\n  \"blue\":       $blue,\n  \"indigo\":     $indigo,\n  \"purple\":     $purple,\n  \"pink\":       $pink,\n  \"red\":        $red,\n  \"orange\":     $orange,\n  \"yellow\":     $yellow,\n  \"green\":      $green,\n  \"teal\":       $teal,\n  \"cyan\":       $cyan,\n  \"black\":      $black,\n  \"white\":      $white,\n  \"gray\":       $gray-600,\n  \"gray-dark\":  $gray-800\n) !default;\n// scss-docs-end colors-map\n\n// The contrast ratio to reach against white, to determine if color changes from \"light\" to \"dark\". Acceptable values for WCAG 2.0 are 3, 4.5 and 7.\n// See https://www.w3.org/TR/WCAG20/#visual-audio-contrast-contrast\n$min-contrast-ratio:   4.5 !default;\n\n// Customize the light and dark text colors for use in our color contrast function.\n$color-contrast-dark:      $black !default;\n$color-contrast-light:     $white !default;\n\n// fusv-disable\n$blue-100: tint-color($blue, 80%) !default;\n$blue-200: tint-color($blue, 60%) !default;\n$blue-300: tint-color($blue, 40%) !default;\n$blue-400: tint-color($blue, 20%) !default;\n$blue-500: $blue !default;\n$blue-600: shade-color($blue, 20%) !default;\n$blue-700: shade-color($blue, 40%) !default;\n$blue-800: shade-color($blue, 60%) !default;\n$blue-900: shade-color($blue, 80%) !default;\n\n$indigo-100: tint-color($indigo, 80%) !default;\n$indigo-200: tint-color($indigo, 60%) !default;\n$indigo-300: tint-color($indigo, 40%) !default;\n$indigo-400: tint-color($indigo, 20%) !default;\n$indigo-500: $indigo !default;\n$indigo-600: shade-color($indigo, 20%) !default;\n$indigo-700: shade-color($indigo, 40%) !default;\n$indigo-800: shade-color($indigo, 60%) !default;\n$indigo-900: shade-color($indigo, 80%) !default;\n\n$purple-100: tint-color($purple, 80%) !default;\n$purple-200: tint-color($purple, 60%) !default;\n$purple-300: tint-color($purple, 40%) !default;\n$purple-400: tint-color($purple, 20%) !default;\n$purple-500: $purple !default;\n$purple-600: shade-color($purple, 20%) !default;\n$purple-700: shade-color($purple, 40%) !default;\n$purple-800: shade-color($purple, 60%) !default;\n$purple-900: shade-color($purple, 80%) !default;\n\n$pink-100: tint-color($pink, 80%) !default;\n$pink-200: tint-color($pink, 60%) !default;\n$pink-300: tint-color($pink, 40%) !default;\n$pink-400: tint-color($pink, 20%) !default;\n$pink-500: $pink !default;\n$pink-600: shade-color($pink, 20%) !default;\n$pink-700: shade-color($pink, 40%) !default;\n$pink-800: shade-color($pink, 60%) !default;\n$pink-900: shade-color($pink, 80%) !default;\n\n$red-100: tint-color($red, 80%) !default;\n$red-200: tint-color($red, 60%) !default;\n$red-300: tint-color($red, 40%) !default;\n$red-400: tint-color($red, 20%) !default;\n$red-500: $red !default;\n$red-600: shade-color($red, 20%) !default;\n$red-700: shade-color($red, 40%) !default;\n$red-800: shade-color($red, 60%) !default;\n$red-900: shade-color($red, 80%) !default;\n\n$orange-100: tint-color($orange, 80%) !default;\n$orange-200: tint-color($orange, 60%) !default;\n$orange-300: tint-color($orange, 40%) !default;\n$orange-400: tint-color($orange, 20%) !default;\n$orange-500: $orange !default;\n$orange-600: shade-color($orange, 20%) !default;\n$orange-700: shade-color($orange, 40%) !default;\n$orange-800: shade-color($orange, 60%) !default;\n$orange-900: shade-color($orange, 80%) !default;\n\n$yellow-100: tint-color($yellow, 80%) !default;\n$yellow-200: tint-color($yellow, 60%) !default;\n$yellow-300: tint-color($yellow, 40%) !default;\n$yellow-400: tint-color($yellow, 20%) !default;\n$yellow-500: $yellow !default;\n$yellow-600: shade-color($yellow, 20%) !default;\n$yellow-700: shade-color($yellow, 40%) !default;\n$yellow-800: shade-color($yellow, 60%) !default;\n$yellow-900: shade-color($yellow, 80%) !default;\n\n$green-100: tint-color($green, 80%) !default;\n$green-200: tint-color($green, 60%) !default;\n$green-300: tint-color($green, 40%) !default;\n$green-400: tint-color($green, 20%) !default;\n$green-500: $green !default;\n$green-600: shade-color($green, 20%) !default;\n$green-700: shade-color($green, 40%) !default;\n$green-800: shade-color($green, 60%) !default;\n$green-900: shade-color($green, 80%) !default;\n\n$teal-100: tint-color($teal, 80%) !default;\n$teal-200: tint-color($teal, 60%) !default;\n$teal-300: tint-color($teal, 40%) !default;\n$teal-400: tint-color($teal, 20%) !default;\n$teal-500: $teal !default;\n$teal-600: shade-color($teal, 20%) !default;\n$teal-700: shade-color($teal, 40%) !default;\n$teal-800: shade-color($teal, 60%) !default;\n$teal-900: shade-color($teal, 80%) !default;\n\n$cyan-100: tint-color($cyan, 80%) !default;\n$cyan-200: tint-color($cyan, 60%) !default;\n$cyan-300: tint-color($cyan, 40%) !default;\n$cyan-400: tint-color($cyan, 20%) !default;\n$cyan-500: $cyan !default;\n$cyan-600: shade-color($cyan, 20%) !default;\n$cyan-700: shade-color($cyan, 40%) !default;\n$cyan-800: shade-color($cyan, 60%) !default;\n$cyan-900: shade-color($cyan, 80%) !default;\n\n$blues: (\n  \"blue-100\": $blue-100,\n  \"blue-200\": $blue-200,\n  \"blue-300\": $blue-300,\n  \"blue-400\": $blue-400,\n  \"blue-500\": $blue-500,\n  \"blue-600\": $blue-600,\n  \"blue-700\": $blue-700,\n  \"blue-800\": $blue-800,\n  \"blue-900\": $blue-900\n) !default;\n\n$indigos: (\n  \"indigo-100\": $indigo-100,\n  \"indigo-200\": $indigo-200,\n  \"indigo-300\": $indigo-300,\n  \"indigo-400\": $indigo-400,\n  \"indigo-500\": $indigo-500,\n  \"indigo-600\": $indigo-600,\n  \"indigo-700\": $indigo-700,\n  \"indigo-800\": $indigo-800,\n  \"indigo-900\": $indigo-900\n) !default;\n\n$purples: (\n  \"purple-100\": $purple-100,\n  \"purple-200\": $purple-200,\n  \"purple-300\": $purple-300,\n  \"purple-400\": $purple-400,\n  \"purple-500\": $purple-500,\n  \"purple-600\": $purple-600,\n  \"purple-700\": $purple-700,\n  \"purple-800\": $purple-800,\n  \"purple-900\": $purple-900\n) !default;\n\n$pinks: (\n  \"pink-100\": $pink-100,\n  \"pink-200\": $pink-200,\n  \"pink-300\": $pink-300,\n  \"pink-400\": $pink-400,\n  \"pink-500\": $pink-500,\n  \"pink-600\": $pink-600,\n  \"pink-700\": $pink-700,\n  \"pink-800\": $pink-800,\n  \"pink-900\": $pink-900\n) !default;\n\n$reds: (\n  \"red-100\": $red-100,\n  \"red-200\": $red-200,\n  \"red-300\": $red-300,\n  \"red-400\": $red-400,\n  \"red-500\": $red-500,\n  \"red-600\": $red-600,\n  \"red-700\": $red-700,\n  \"red-800\": $red-800,\n  \"red-900\": $red-900\n) !default;\n\n$oranges: (\n  \"orange-100\": $orange-100,\n  \"orange-200\": $orange-200,\n  \"orange-300\": $orange-300,\n  \"orange-400\": $orange-400,\n  \"orange-500\": $orange-500,\n  \"orange-600\": $orange-600,\n  \"orange-700\": $orange-700,\n  \"orange-800\": $orange-800,\n  \"orange-900\": $orange-900\n) !default;\n\n$yellows: (\n  \"yellow-100\": $yellow-100,\n  \"yellow-200\": $yellow-200,\n  \"yellow-300\": $yellow-300,\n  \"yellow-400\": $yellow-400,\n  \"yellow-500\": $yellow-500,\n  \"yellow-600\": $yellow-600,\n  \"yellow-700\": $yellow-700,\n  \"yellow-800\": $yellow-800,\n  \"yellow-900\": $yellow-900\n) !default;\n\n$greens: (\n  \"green-100\": $green-100,\n  \"green-200\": $green-200,\n  \"green-300\": $green-300,\n  \"green-400\": $green-400,\n  \"green-500\": $green-500,\n  \"green-600\": $green-600,\n  \"green-700\": $green-700,\n  \"green-800\": $green-800,\n  \"green-900\": $green-900\n) !default;\n\n$teals: (\n  \"teal-100\": $teal-100,\n  \"teal-200\": $teal-200,\n  \"teal-300\": $teal-300,\n  \"teal-400\": $teal-400,\n  \"teal-500\": $teal-500,\n  \"teal-600\": $teal-600,\n  \"teal-700\": $teal-700,\n  \"teal-800\": $teal-800,\n  \"teal-900\": $teal-900\n) !default;\n\n$cyans: (\n  \"cyan-100\": $cyan-100,\n  \"cyan-200\": $cyan-200,\n  \"cyan-300\": $cyan-300,\n  \"cyan-400\": $cyan-400,\n  \"cyan-500\": $cyan-500,\n  \"cyan-600\": $cyan-600,\n  \"cyan-700\": $cyan-700,\n  \"cyan-800\": $cyan-800,\n  \"cyan-900\": $cyan-900\n) !default;\n// fusv-enable\n\n// scss-docs-start theme-color-variables\n$primary:       $blue !default;\n$secondary:     $gray-600 !default;\n$success:       $green !default;\n$info:          $cyan !default;\n$warning:       $yellow !default;\n$danger:        $red !default;\n$light:         $gray-100 !default;\n$dark:          $gray-900 !default;\n// scss-docs-end theme-color-variables\n\n// scss-docs-start theme-colors-map\n$theme-colors: (\n  \"primary\":    $primary,\n  \"secondary\":  $secondary,\n  \"success\":    $success,\n  \"info\":       $info,\n  \"warning\":    $warning,\n  \"danger\":     $danger,\n  \"light\":      $light,\n  \"dark\":       $dark\n) !default;\n// scss-docs-end theme-colors-map\n\n// scss-docs-start theme-text-variables\n$primary-text-emphasis:   shade-color($primary, 60%) !default;\n$secondary-text-emphasis: shade-color($secondary, 60%) !default;\n$success-text-emphasis:   shade-color($success, 60%) !default;\n$info-text-emphasis:      shade-color($info, 60%) !default;\n$warning-text-emphasis:   shade-color($warning, 60%) !default;\n$danger-text-emphasis:    shade-color($danger, 60%) !default;\n$light-text-emphasis:     $gray-700 !default;\n$dark-text-emphasis:      $gray-700 !default;\n// scss-docs-end theme-text-variables\n\n// scss-docs-start theme-bg-subtle-variables\n$primary-bg-subtle:       tint-color($primary, 80%) !default;\n$secondary-bg-subtle:     tint-color($secondary, 80%) !default;\n$success-bg-subtle:       tint-color($success, 80%) !default;\n$info-bg-subtle:          tint-color($info, 80%) !default;\n$warning-bg-subtle:       tint-color($warning, 80%) !default;\n$danger-bg-subtle:        tint-color($danger, 80%) !default;\n$light-bg-subtle:         mix($gray-100, $white) !default;\n$dark-bg-subtle:          $gray-400 !default;\n// scss-docs-end theme-bg-subtle-variables\n\n// scss-docs-start theme-border-subtle-variables\n$primary-border-subtle:   tint-color($primary, 60%) !default;\n$secondary-border-subtle: tint-color($secondary, 60%) !default;\n$success-border-subtle:   tint-color($success, 60%) !default;\n$info-border-subtle:      tint-color($info, 60%) !default;\n$warning-border-subtle:   tint-color($warning, 60%) !default;\n$danger-border-subtle:    tint-color($danger, 60%) !default;\n$light-border-subtle:     $gray-200 !default;\n$dark-border-subtle:      $gray-500 !default;\n// scss-docs-end theme-border-subtle-variables\n\n// Characters which are escaped by the escape-svg function\n$escaped-characters: (\n  (\"<\", \"%3c\"),\n  (\">\", \"%3e\"),\n  (\"#\", \"%23\"),\n  (\"(\", \"%28\"),\n  (\")\", \"%29\"),\n) !default;\n\n// Options\n//\n// Quickly modify global styling by enabling or disabling optional features.\n\n$enable-caret:                true !default;\n$enable-rounded:              true !default;\n$enable-shadows:              false !default;\n$enable-gradients:            false !default;\n$enable-transitions:          true !default;\n$enable-reduced-motion:       true !default;\n$enable-smooth-scroll:        true !default;\n$enable-grid-classes:         true !default;\n$enable-container-classes:    true !default;\n$enable-cssgrid:              false !default;\n$enable-button-pointers:      true !default;\n$enable-rfs:                  true !default;\n$enable-validation-icons:     true !default;\n$enable-negative-margins:     false !default;\n$enable-deprecation-messages: true !default;\n$enable-important-utilities:  true !default;\n\n$enable-dark-mode:            true !default;\n$color-mode-type:             data !default; // `data` or `media-query`\n\n// Prefix for :root CSS variables\n\n$variable-prefix:             bs- !default; // Deprecated in v5.2.0 for the shorter `$prefix`\n$prefix:                      $variable-prefix !default;\n\n// Gradient\n//\n// The gradient which is added to components if `$enable-gradients` is `true`\n// This gradient is also added to elements with `.bg-gradient`\n// scss-docs-start variable-gradient\n$gradient: linear-gradient(180deg, rgba($white, .15), rgba($white, 0)) !default;\n// scss-docs-end variable-gradient\n\n// Spacing\n//\n// Control the default styling of most Bootstrap elements by modifying these\n// variables. Mostly focused on spacing.\n// You can add more entries to the $spacers map, should you need more variation.\n\n// scss-docs-start spacer-variables-maps\n$spacer: 1rem !default;\n$spacers: (\n  0: 0,\n  1: $spacer * .25,\n  2: $spacer * .5,\n  3: $spacer,\n  4: $spacer * 1.5,\n  5: $spacer * 3,\n) !default;\n// scss-docs-end spacer-variables-maps\n\n// Position\n//\n// Define the edge positioning anchors of the position utilities.\n\n// scss-docs-start position-map\n$position-values: (\n  0: 0,\n  50: 50%,\n  100: 100%\n) !default;\n// scss-docs-end position-map\n\n// Body\n//\n// Settings for the `<body>` element.\n\n$body-text-align:           null !default;\n$body-color:                $gray-900 !default;\n$body-bg:                   $white !default;\n\n$body-secondary-color:      rgba($body-color, .75) !default;\n$body-secondary-bg:         $gray-200 !default;\n\n$body-tertiary-color:       rgba($body-color, .5) !default;\n$body-tertiary-bg:          $gray-100 !default;\n\n$body-emphasis-color:       $black !default;\n\n// Links\n//\n// Style anchor elements.\n\n$link-color:                              $primary !default;\n$link-decoration:                         underline !default;\n$link-shade-percentage:                   20% !default;\n$link-hover-color:                        shift-color($link-color, $link-shade-percentage) !default;\n$link-hover-decoration:                   null !default;\n\n$stretched-link-pseudo-element:           after !default;\n$stretched-link-z-index:                  1 !default;\n\n// Icon links\n// scss-docs-start icon-link-variables\n$icon-link-gap:               .375rem !default;\n$icon-link-underline-offset:  .25em !default;\n$icon-link-icon-size:         1em !default;\n$icon-link-icon-transition:   .2s ease-in-out transform !default;\n$icon-link-icon-transform:    translate3d(.25em, 0, 0) !default;\n// scss-docs-end icon-link-variables\n\n// Paragraphs\n//\n// Style p element.\n\n$paragraph-margin-bottom:   1rem !default;\n\n\n// Grid breakpoints\n//\n// Define the minimum dimensions at which your layout will change,\n// adapting to different screen sizes, for use in media queries.\n\n// scss-docs-start grid-breakpoints\n$grid-breakpoints: (\n  xs: 0,\n  sm: 576px,\n  md: 768px,\n  lg: 992px,\n  xl: 1200px,\n  xxl: 1400px\n) !default;\n// scss-docs-end grid-breakpoints\n\n@include _assert-ascending($grid-breakpoints, \"$grid-breakpoints\");\n@include _assert-starts-at-zero($grid-breakpoints, \"$grid-breakpoints\");\n\n\n// Grid containers\n//\n// Define the maximum width of `.container` for different screen sizes.\n\n// scss-docs-start container-max-widths\n$container-max-widths: (\n  sm: 540px,\n  md: 720px,\n  lg: 960px,\n  xl: 1140px,\n  xxl: 1320px\n) !default;\n// scss-docs-end container-max-widths\n\n@include _assert-ascending($container-max-widths, \"$container-max-widths\");\n\n\n// Grid columns\n//\n// Set the number of columns and specify the width of the gutters.\n\n$grid-columns:                12 !default;\n$grid-gutter-width:           1.5rem !default;\n$grid-row-columns:            6 !default;\n\n// Container padding\n\n$container-padding-x: $grid-gutter-width !default;\n\n\n// Components\n//\n// Define common padding and border radius sizes and more.\n\n// scss-docs-start border-variables\n$border-width:                1px !default;\n$border-widths: (\n  1: 1px,\n  2: 2px,\n  3: 3px,\n  4: 4px,\n  5: 5px\n) !default;\n$border-style:                solid !default;\n$border-color:                $gray-300 !default;\n$border-color-translucent:    rgba($black, .175) !default;\n// scss-docs-end border-variables\n\n// scss-docs-start border-radius-variables\n$border-radius:               .375rem !default;\n$border-radius-sm:            .25rem !default;\n$border-radius-lg:            .5rem !default;\n$border-radius-xl:            1rem !default;\n$border-radius-xxl:           2rem !default;\n$border-radius-pill:          50rem !default;\n// scss-docs-end border-radius-variables\n// fusv-disable\n$border-radius-2xl:           $border-radius-xxl !default; // Deprecated in v5.3.0\n// fusv-enable\n\n// scss-docs-start box-shadow-variables\n$box-shadow:                  0 .5rem 1rem rgba($black, .15) !default;\n$box-shadow-sm:               0 .125rem .25rem rgba($black, .075) !default;\n$box-shadow-lg:               0 1rem 3rem rgba($black, .175) !default;\n$box-shadow-inset:            inset 0 1px 2px rgba($black, .075) !default;\n// scss-docs-end box-shadow-variables\n\n$component-active-color:      $white !default;\n$component-active-bg:         $primary !default;\n\n// scss-docs-start focus-ring-variables\n$focus-ring-width:      .25rem !default;\n$focus-ring-opacity:    .25 !default;\n$focus-ring-color:      rgba($primary, $focus-ring-opacity) !default;\n$focus-ring-blur:       0 !default;\n$focus-ring-box-shadow: 0 0 $focus-ring-blur $focus-ring-width $focus-ring-color !default;\n// scss-docs-end focus-ring-variables\n\n// scss-docs-start caret-variables\n$caret-width:                 .3em !default;\n$caret-vertical-align:        $caret-width * .85 !default;\n$caret-spacing:               $caret-width * .85 !default;\n// scss-docs-end caret-variables\n\n$transition-base:             all .2s ease-in-out !default;\n$transition-fade:             opacity .15s linear !default;\n// scss-docs-start collapse-transition\n$transition-collapse:         height .35s ease !default;\n$transition-collapse-width:   width .35s ease !default;\n// scss-docs-end collapse-transition\n\n// stylelint-disable function-disallowed-list\n// scss-docs-start aspect-ratios\n$aspect-ratios: (\n  \"1x1\": 100%,\n  \"4x3\": calc(3 / 4 * 100%),\n  \"16x9\": calc(9 / 16 * 100%),\n  \"21x9\": calc(9 / 21 * 100%)\n) !default;\n// scss-docs-end aspect-ratios\n// stylelint-enable function-disallowed-list\n\n// Typography\n//\n// Font, line-height, and color for body text, headings, and more.\n\n// scss-docs-start font-variables\n// stylelint-disable value-keyword-case\n$font-family-sans-serif:      system-ui, -apple-system, \"Segoe UI\", Roboto, \"Helvetica Neue\", \"Noto Sans\", \"Liberation Sans\", Arial, sans-serif, \"Apple Color Emoji\", \"Segoe UI Emoji\", \"Segoe UI Symbol\", \"Noto Color Emoji\" !default;\n$font-family-monospace:       SFMono-Regular, Menlo, Monaco, Consolas, \"Liberation Mono\", \"Courier New\", monospace !default;\n// stylelint-enable value-keyword-case\n$font-family-base:            var(--#{$prefix}font-sans-serif) !default;\n$font-family-code:            var(--#{$prefix}font-monospace) !default;\n\n// $font-size-root affects the value of `rem`, which is used for as well font sizes, paddings, and margins\n// $font-size-base affects the font size of the body text\n$font-size-root:              null !default;\n$font-size-base:              1rem !default; // Assumes the browser default, typically `16px`\n$font-size-sm:                $font-size-base * .875 !default;\n$font-size-lg:                $font-size-base * 1.25 !default;\n\n$font-weight-lighter:         lighter !default;\n$font-weight-light:           300 !default;\n$font-weight-normal:          400 !default;\n$font-weight-medium:          500 !default;\n$font-weight-semibold:        600 !default;\n$font-weight-bold:            700 !default;\n$font-weight-bolder:          bolder !default;\n\n$font-weight-base:            $font-weight-normal !default;\n\n$line-height-base:            1.5 !default;\n$line-height-sm:              1.25 !default;\n$line-height-lg:              2 !default;\n\n$h1-font-size:                $font-size-base * 2.5 !default;\n$h2-font-size:                $font-size-base * 2 !default;\n$h3-font-size:                $font-size-base * 1.75 !default;\n$h4-font-size:                $font-size-base * 1.5 !default;\n$h5-font-size:                $font-size-base * 1.25 !default;\n$h6-font-size:                $font-size-base !default;\n// scss-docs-end font-variables\n\n// scss-docs-start font-sizes\n$font-sizes: (\n  1: $h1-font-size,\n  2: $h2-font-size,\n  3: $h3-font-size,\n  4: $h4-font-size,\n  5: $h5-font-size,\n  6: $h6-font-size\n) !default;\n// scss-docs-end font-sizes\n\n// scss-docs-start headings-variables\n$headings-margin-bottom:      $spacer * .5 !default;\n$headings-font-family:        null !default;\n$headings-font-style:         null !default;\n$headings-font-weight:        500 !default;\n$headings-line-height:        1.2 !default;\n$headings-color:              inherit !default;\n// scss-docs-end headings-variables\n\n// scss-docs-start display-headings\n$display-font-sizes: (\n  1: 5rem,\n  2: 4.5rem,\n  3: 4rem,\n  4: 3.5rem,\n  5: 3rem,\n  6: 2.5rem\n) !default;\n\n$display-font-family: null !default;\n$display-font-style:  null !default;\n$display-font-weight: 300 !default;\n$display-line-height: $headings-line-height !default;\n// scss-docs-end display-headings\n\n// scss-docs-start type-variables\n$lead-font-size:              $font-size-base * 1.25 !default;\n$lead-font-weight:            300 !default;\n\n$small-font-size:             .875em !default;\n\n$sub-sup-font-size:           .75em !default;\n\n// fusv-disable\n$text-muted:                  var(--#{$prefix}secondary-color) !default; // Deprecated in 5.3.0\n// fusv-enable\n\n$initialism-font-size:        $small-font-size !default;\n\n$blockquote-margin-y:         $spacer !default;\n$blockquote-font-size:        $font-size-base * 1.25 !default;\n$blockquote-footer-color:     $gray-600 !default;\n$blockquote-footer-font-size: $small-font-size !default;\n\n$hr-margin-y:                 $spacer !default;\n$hr-color:                    inherit !default;\n\n// fusv-disable\n$hr-bg-color:                 null !default; // Deprecated in v5.2.0\n$hr-height:                   null !default; // Deprecated in v5.2.0\n// fusv-enable\n\n$hr-border-color:             null !default; // Allows for inherited colors\n$hr-border-width:             var(--#{$prefix}border-width) !default;\n$hr-opacity:                  .25 !default;\n\n// scss-docs-start vr-variables\n$vr-border-width:             var(--#{$prefix}border-width) !default;\n// scss-docs-end vr-variables\n\n$legend-margin-bottom:        .5rem !default;\n$legend-font-size:            1.5rem !default;\n$legend-font-weight:          null !default;\n\n$dt-font-weight:              $font-weight-bold !default;\n\n$list-inline-padding:         .5rem !default;\n\n$mark-padding:                .1875em !default;\n$mark-color:                  $body-color !default;\n$mark-bg:                     $yellow-100 !default;\n// scss-docs-end type-variables\n\n\n// Tables\n//\n// Customizes the `.table` component with basic values, each used across all table variations.\n\n// scss-docs-start table-variables\n$table-cell-padding-y:        .5rem !default;\n$table-cell-padding-x:        .5rem !default;\n$table-cell-padding-y-sm:     .25rem !default;\n$table-cell-padding-x-sm:     .25rem !default;\n\n$table-cell-vertical-align:   top !default;\n\n$table-color:                 var(--#{$prefix}emphasis-color) !default;\n$table-bg:                    var(--#{$prefix}body-bg) !default;\n$table-accent-bg:             transparent !default;\n\n$table-th-font-weight:        null !default;\n\n$table-striped-color:         $table-color !default;\n$table-striped-bg-factor:     .05 !default;\n$table-striped-bg:            rgba(var(--#{$prefix}emphasis-color-rgb), $table-striped-bg-factor) !default;\n\n$table-active-color:          $table-color !default;\n$table-active-bg-factor:      .1 !default;\n$table-active-bg:             rgba(var(--#{$prefix}emphasis-color-rgb), $table-active-bg-factor) !default;\n\n$table-hover-color:           $table-color !default;\n$table-hover-bg-factor:       .075 !default;\n$table-hover-bg:              rgba(var(--#{$prefix}emphasis-color-rgb), $table-hover-bg-factor) !default;\n\n$table-border-factor:         .2 !default;\n$table-border-width:          var(--#{$prefix}border-width) !default;\n$table-border-color:          var(--#{$prefix}border-color) !default;\n\n$table-striped-order:         odd !default;\n$table-striped-columns-order: even !default;\n\n$table-group-separator-color: currentcolor !default;\n\n$table-caption-color:         var(--#{$prefix}secondary-color) !default;\n\n$table-bg-scale:              -80% !default;\n// scss-docs-end table-variables\n\n// scss-docs-start table-loop\n$table-variants: (\n  \"primary\":    shift-color($primary, $table-bg-scale),\n  \"secondary\":  shift-color($secondary, $table-bg-scale),\n  \"success\":    shift-color($success, $table-bg-scale),\n  \"info\":       shift-color($info, $table-bg-scale),\n  \"warning\":    shift-color($warning, $table-bg-scale),\n  \"danger\":     shift-color($danger, $table-bg-scale),\n  \"light\":      $light,\n  \"dark\":       $dark,\n) !default;\n// scss-docs-end table-loop\n\n\n// Buttons + Forms\n//\n// Shared variables that are reassigned to `$input-` and `$btn-` specific variables.\n\n// scss-docs-start input-btn-variables\n$input-btn-padding-y:         .375rem !default;\n$input-btn-padding-x:         .75rem !default;\n$input-btn-font-family:       null !default;\n$input-btn-font-size:         $font-size-base !default;\n$input-btn-line-height:       $line-height-base !default;\n\n$input-btn-focus-width:         $focus-ring-width !default;\n$input-btn-focus-color-opacity: $focus-ring-opacity !default;\n$input-btn-focus-color:         $focus-ring-color !default;\n$input-btn-focus-blur:          $focus-ring-blur !default;\n$input-btn-focus-box-shadow:    $focus-ring-box-shadow !default;\n\n$input-btn-padding-y-sm:      .25rem !default;\n$input-btn-padding-x-sm:      .5rem !default;\n$input-btn-font-size-sm:      $font-size-sm !default;\n\n$input-btn-padding-y-lg:      .5rem !default;\n$input-btn-padding-x-lg:      1rem !default;\n$input-btn-font-size-lg:      $font-size-lg !default;\n\n$input-btn-border-width:      var(--#{$prefix}border-width) !default;\n// scss-docs-end input-btn-variables\n\n\n// Buttons\n//\n// For each of Bootstrap's buttons, define text, background, and border color.\n\n// scss-docs-start btn-variables\n$btn-color:                   var(--#{$prefix}body-color) !default;\n$btn-padding-y:               $input-btn-padding-y !default;\n$btn-padding-x:               $input-btn-padding-x !default;\n$btn-font-family:             $input-btn-font-family !default;\n$btn-font-size:               $input-btn-font-size !default;\n$btn-line-height:             $input-btn-line-height !default;\n$btn-white-space:             null !default; // Set to `nowrap` to prevent text wrapping\n\n$btn-padding-y-sm:            $input-btn-padding-y-sm !default;\n$btn-padding-x-sm:            $input-btn-padding-x-sm !default;\n$btn-font-size-sm:            $input-btn-font-size-sm !default;\n\n$btn-padding-y-lg:            $input-btn-padding-y-lg !default;\n$btn-padding-x-lg:            $input-btn-padding-x-lg !default;\n$btn-font-size-lg:            $input-btn-font-size-lg !default;\n\n$btn-border-width:            $input-btn-border-width !default;\n\n$btn-font-weight:             $font-weight-normal !default;\n$btn-box-shadow:              inset 0 1px 0 rgba($white, .15), 0 1px 1px rgba($black, .075) !default;\n$btn-focus-width:             $input-btn-focus-width !default;\n$btn-focus-box-shadow:        $input-btn-focus-box-shadow !default;\n$btn-disabled-opacity:        .65 !default;\n$btn-active-box-shadow:       inset 0 3px 5px rgba($black, .125) !default;\n\n$btn-link-color:              var(--#{$prefix}link-color) !default;\n$btn-link-hover-color:        var(--#{$prefix}link-hover-color) !default;\n$btn-link-disabled-color:     $gray-600 !default;\n$btn-link-focus-shadow-rgb:   to-rgb(mix(color-contrast($link-color), $link-color, 15%)) !default;\n\n// Allows for customizing button radius independently from global border radius\n$btn-border-radius:           var(--#{$prefix}border-radius) !default;\n$btn-border-radius-sm:        var(--#{$prefix}border-radius-sm) !default;\n$btn-border-radius-lg:        var(--#{$prefix}border-radius-lg) !default;\n\n$btn-transition:              color .15s ease-in-out, background-color .15s ease-in-out, border-color .15s ease-in-out, box-shadow .15s ease-in-out !default;\n\n$btn-hover-bg-shade-amount:       15% !default;\n$btn-hover-bg-tint-amount:        15% !default;\n$btn-hover-border-shade-amount:   20% !default;\n$btn-hover-border-tint-amount:    10% !default;\n$btn-active-bg-shade-amount:      20% !default;\n$btn-active-bg-tint-amount:       20% !default;\n$btn-active-border-shade-amount:  25% !default;\n$btn-active-border-tint-amount:   10% !default;\n// scss-docs-end btn-variables\n\n\n// Forms\n\n// scss-docs-start form-text-variables\n$form-text-margin-top:                  .25rem !default;\n$form-text-font-size:                   $small-font-size !default;\n$form-text-font-style:                  null !default;\n$form-text-font-weight:                 null !default;\n$form-text-color:                       var(--#{$prefix}secondary-color) !default;\n// scss-docs-end form-text-variables\n\n// scss-docs-start form-label-variables\n$form-label-margin-bottom:              .5rem !default;\n$form-label-font-size:                  null !default;\n$form-label-font-style:                 null !default;\n$form-label-font-weight:                null !default;\n$form-label-color:                      null !default;\n// scss-docs-end form-label-variables\n\n// scss-docs-start form-input-variables\n$input-padding-y:                       $input-btn-padding-y !default;\n$input-padding-x:                       $input-btn-padding-x !default;\n$input-font-family:                     $input-btn-font-family !default;\n$input-font-size:                       $input-btn-font-size !default;\n$input-font-weight:                     $font-weight-base !default;\n$input-line-height:                     $input-btn-line-height !default;\n\n$input-padding-y-sm:                    $input-btn-padding-y-sm !default;\n$input-padding-x-sm:                    $input-btn-padding-x-sm !default;\n$input-font-size-sm:                    $input-btn-font-size-sm !default;\n\n$input-padding-y-lg:                    $input-btn-padding-y-lg !default;\n$input-padding-x-lg:                    $input-btn-padding-x-lg !default;\n$input-font-size-lg:                    $input-btn-font-size-lg !default;\n\n$input-bg:                              var(--#{$prefix}body-bg) !default;\n$input-disabled-color:                  null !default;\n$input-disabled-bg:                     var(--#{$prefix}secondary-bg) !default;\n$input-disabled-border-color:           null !default;\n\n$input-color:                           var(--#{$prefix}body-color) !default;\n$input-border-color:                    var(--#{$prefix}border-color) !default;\n$input-border-width:                    $input-btn-border-width !default;\n$input-box-shadow:                      var(--#{$prefix}box-shadow-inset) !default;\n\n$input-border-radius:                   var(--#{$prefix}border-radius) !default;\n$input-border-radius-sm:                var(--#{$prefix}border-radius-sm) !default;\n$input-border-radius-lg:                var(--#{$prefix}border-radius-lg) !default;\n\n$input-focus-bg:                        $input-bg !default;\n$input-focus-border-color:              tint-color($component-active-bg, 50%) !default;\n$input-focus-color:                     $input-color !default;\n$input-focus-width:                     $input-btn-focus-width !default;\n$input-focus-box-shadow:                $input-btn-focus-box-shadow !default;\n\n$input-placeholder-color:               var(--#{$prefix}secondary-color) !default;\n$input-plaintext-color:                 var(--#{$prefix}body-color) !default;\n\n$input-height-border:                   calc(#{$input-border-width} * 2) !default; // stylelint-disable-line function-disallowed-list\n\n$input-height-inner:                    add($input-line-height * 1em, $input-padding-y * 2) !default;\n$input-height-inner-half:               add($input-line-height * .5em, $input-padding-y) !default;\n$input-height-inner-quarter:            add($input-line-height * .25em, $input-padding-y * .5) !default;\n\n$input-height:                          add($input-line-height * 1em, add($input-padding-y * 2, $input-height-border, false)) !default;\n$input-height-sm:                       add($input-line-height * 1em, add($input-padding-y-sm * 2, $input-height-border, false)) !default;\n$input-height-lg:                       add($input-line-height * 1em, add($input-padding-y-lg * 2, $input-height-border, false)) !default;\n\n$input-transition:                      border-color .15s ease-in-out, box-shadow .15s ease-in-out !default;\n\n$form-color-width:                      3rem !default;\n// scss-docs-end form-input-variables\n\n// scss-docs-start form-check-variables\n$form-check-input-width:                  1em !default;\n$form-check-min-height:                   $font-size-base * $line-height-base !default;\n$form-check-padding-start:                $form-check-input-width + .5em !default;\n$form-check-margin-bottom:                .125rem !default;\n$form-check-label-color:                  null !default;\n$form-check-label-cursor:                 null !default;\n$form-check-transition:                   null !default;\n\n$form-check-input-active-filter:          brightness(90%) !default;\n\n$form-check-input-bg:                     $input-bg !default;\n$form-check-input-border:                 var(--#{$prefix}border-width) solid var(--#{$prefix}border-color) !default;\n$form-check-input-border-radius:          .25em !default;\n$form-check-radio-border-radius:          50% !default;\n$form-check-input-focus-border:           $input-focus-border-color !default;\n$form-check-input-focus-box-shadow:       $focus-ring-box-shadow !default;\n\n$form-check-input-checked-color:          $component-active-color !default;\n$form-check-input-checked-bg-color:       $component-active-bg !default;\n$form-check-input-checked-border-color:   $form-check-input-checked-bg-color !default;\n$form-check-input-checked-bg-image:       url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 20 20'><path fill='none' stroke='#{$form-check-input-checked-color}' stroke-linecap='round' stroke-linejoin='round' stroke-width='3' d='m6 10 3 3 6-6'/></svg>\") !default;\n$form-check-radio-checked-bg-image:       url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='-4 -4 8 8'><circle r='2' fill='#{$form-check-input-checked-color}'/></svg>\") !default;\n\n$form-check-input-indeterminate-color:          $component-active-color !default;\n$form-check-input-indeterminate-bg-color:       $component-active-bg !default;\n$form-check-input-indeterminate-border-color:   $form-check-input-indeterminate-bg-color !default;\n$form-check-input-indeterminate-bg-image:       url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 20 20'><path fill='none' stroke='#{$form-check-input-indeterminate-color}' stroke-linecap='round' stroke-linejoin='round' stroke-width='3' d='M6 10h8'/></svg>\") !default;\n\n$form-check-input-disabled-opacity:        .5 !default;\n$form-check-label-disabled-opacity:        $form-check-input-disabled-opacity !default;\n$form-check-btn-check-disabled-opacity:    $btn-disabled-opacity !default;\n\n$form-check-inline-margin-end:    1rem !default;\n// scss-docs-end form-check-variables\n\n// scss-docs-start form-switch-variables\n$form-switch-color:               rgba($black, .25) !default;\n$form-switch-width:               2em !default;\n$form-switch-padding-start:       $form-switch-width + .5em !default;\n$form-switch-bg-image:            url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='-4 -4 8 8'><circle r='3' fill='#{$form-switch-color}'/></svg>\") !default;\n$form-switch-border-radius:       $form-switch-width !default;\n$form-switch-transition:          background-position .15s ease-in-out !default;\n\n$form-switch-focus-color:         $input-focus-border-color !default;\n$form-switch-focus-bg-image:      url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='-4 -4 8 8'><circle r='3' fill='#{$form-switch-focus-color}'/></svg>\") !default;\n\n$form-switch-checked-color:       $component-active-color !default;\n$form-switch-checked-bg-image:    url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='-4 -4 8 8'><circle r='3' fill='#{$form-switch-checked-color}'/></svg>\") !default;\n$form-switch-checked-bg-position: right center !default;\n// scss-docs-end form-switch-variables\n\n// scss-docs-start input-group-variables\n$input-group-addon-padding-y:           $input-padding-y !default;\n$input-group-addon-padding-x:           $input-padding-x !default;\n$input-group-addon-font-weight:         $input-font-weight !default;\n$input-group-addon-color:               $input-color !default;\n$input-group-addon-bg:                  var(--#{$prefix}tertiary-bg) !default;\n$input-group-addon-border-color:        $input-border-color !default;\n// scss-docs-end input-group-variables\n\n// scss-docs-start form-select-variables\n$form-select-padding-y:             $input-padding-y !default;\n$form-select-padding-x:             $input-padding-x !default;\n$form-select-font-family:           $input-font-family !default;\n$form-select-font-size:             $input-font-size !default;\n$form-select-indicator-padding:     $form-select-padding-x * 3 !default; // Extra padding for background-image\n$form-select-font-weight:           $input-font-weight !default;\n$form-select-line-height:           $input-line-height !default;\n$form-select-color:                 $input-color !default;\n$form-select-bg:                    $input-bg !default;\n$form-select-disabled-color:        null !default;\n$form-select-disabled-bg:           $input-disabled-bg !default;\n$form-select-disabled-border-color: $input-disabled-border-color !default;\n$form-select-bg-position:           right $form-select-padding-x center !default;\n$form-select-bg-size:               16px 12px !default; // In pixels because image dimensions\n$form-select-indicator-color:       $gray-800 !default;\n$form-select-indicator:             url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16'><path fill='none' stroke='#{$form-select-indicator-color}' stroke-linecap='round' stroke-linejoin='round' stroke-width='2' d='m2 5 6 6 6-6'/></svg>\") !default;\n\n$form-select-feedback-icon-padding-end: $form-select-padding-x * 2.5 + $form-select-indicator-padding !default;\n$form-select-feedback-icon-position:    center right $form-select-indicator-padding !default;\n$form-select-feedback-icon-size:        $input-height-inner-half $input-height-inner-half !default;\n\n$form-select-border-width:        $input-border-width !default;\n$form-select-border-color:        $input-border-color !default;\n$form-select-border-radius:       $input-border-radius !default;\n$form-select-box-shadow:          var(--#{$prefix}box-shadow-inset) !default;\n\n$form-select-focus-border-color:  $input-focus-border-color !default;\n$form-select-focus-width:         $input-focus-width !default;\n$form-select-focus-box-shadow:    0 0 0 $form-select-focus-width $input-btn-focus-color !default;\n\n$form-select-padding-y-sm:        $input-padding-y-sm !default;\n$form-select-padding-x-sm:        $input-padding-x-sm !default;\n$form-select-font-size-sm:        $input-font-size-sm !default;\n$form-select-border-radius-sm:    $input-border-radius-sm !default;\n\n$form-select-padding-y-lg:        $input-padding-y-lg !default;\n$form-select-padding-x-lg:        $input-padding-x-lg !default;\n$form-select-font-size-lg:        $input-font-size-lg !default;\n$form-select-border-radius-lg:    $input-border-radius-lg !default;\n\n$form-select-transition:          $input-transition !default;\n// scss-docs-end form-select-variables\n\n// scss-docs-start form-range-variables\n$form-range-track-width:          100% !default;\n$form-range-track-height:         .5rem !default;\n$form-range-track-cursor:         pointer !default;\n$form-range-track-bg:             var(--#{$prefix}secondary-bg) !default;\n$form-range-track-border-radius:  1rem !default;\n$form-range-track-box-shadow:     var(--#{$prefix}box-shadow-inset) !default;\n\n$form-range-thumb-width:                   1rem !default;\n$form-range-thumb-height:                  $form-range-thumb-width !default;\n$form-range-thumb-bg:                      $component-active-bg !default;\n$form-range-thumb-border:                  0 !default;\n$form-range-thumb-border-radius:           1rem !default;\n$form-range-thumb-box-shadow:              0 .1rem .25rem rgba($black, .1) !default;\n$form-range-thumb-focus-box-shadow:        0 0 0 1px $body-bg, $input-focus-box-shadow !default;\n$form-range-thumb-focus-box-shadow-width:  $input-focus-width !default; // For focus box shadow issue in Edge\n$form-range-thumb-active-bg:               tint-color($component-active-bg, 70%) !default;\n$form-range-thumb-disabled-bg:             var(--#{$prefix}secondary-color) !default;\n$form-range-thumb-transition:              background-color .15s ease-in-out, border-color .15s ease-in-out, box-shadow .15s ease-in-out !default;\n// scss-docs-end form-range-variables\n\n// scss-docs-start form-file-variables\n$form-file-button-color:          $input-color !default;\n$form-file-button-bg:             var(--#{$prefix}tertiary-bg) !default;\n$form-file-button-hover-bg:       var(--#{$prefix}secondary-bg) !default;\n// scss-docs-end form-file-variables\n\n// scss-docs-start form-floating-variables\n$form-floating-height:                  add(3.5rem, $input-height-border) !default;\n$form-floating-line-height:             1.25 !default;\n$form-floating-padding-x:               $input-padding-x !default;\n$form-floating-padding-y:               1rem !default;\n$form-floating-input-padding-t:         1.625rem !default;\n$form-floating-input-padding-b:         .625rem !default;\n$form-floating-label-height:            1.5em !default;\n$form-floating-label-opacity:           .65 !default;\n$form-floating-label-transform:         scale(.85) translateY(-.5rem) translateX(.15rem) !default;\n$form-floating-label-disabled-color:    $gray-600 !default;\n$form-floating-transition:              opacity .1s ease-in-out, transform .1s ease-in-out !default;\n// scss-docs-end form-floating-variables\n\n// Form validation\n\n// scss-docs-start form-feedback-variables\n$form-feedback-margin-top:          $form-text-margin-top !default;\n$form-feedback-font-size:           $form-text-font-size !default;\n$form-feedback-font-style:          $form-text-font-style !default;\n$form-feedback-valid-color:         $success !default;\n$form-feedback-invalid-color:       $danger !default;\n\n$form-feedback-icon-valid-color:    $form-feedback-valid-color !default;\n$form-feedback-icon-valid:          url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 8 8'><path fill='#{$form-feedback-icon-valid-color}' d='M2.3 6.73.6 4.53c-.4-1.04.46-1.4 1.1-.8l1.1 1.4 3.4-3.8c.6-.63 1.6-.27 1.2.7l-4 4.6c-.43.5-.8.4-1.1.1z'/></svg>\") !default;\n$form-feedback-icon-invalid-color:  $form-feedback-invalid-color !default;\n$form-feedback-icon-invalid:        url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 12 12' width='12' height='12' fill='none' stroke='#{$form-feedback-icon-invalid-color}'><circle cx='6' cy='6' r='4.5'/><path stroke-linejoin='round' d='M5.8 3.6h.4L6 6.5z'/><circle cx='6' cy='8.2' r='.6' fill='#{$form-feedback-icon-invalid-color}' stroke='none'/></svg>\") !default;\n// scss-docs-end form-feedback-variables\n\n// scss-docs-start form-validation-colors\n$form-valid-color:                  $form-feedback-valid-color !default;\n$form-valid-border-color:           $form-feedback-valid-color !default;\n$form-invalid-color:                $form-feedback-invalid-color !default;\n$form-invalid-border-color:         $form-feedback-invalid-color !default;\n// scss-docs-end form-validation-colors\n\n// scss-docs-start form-validation-states\n$form-validation-states: (\n  \"valid\": (\n    \"color\": var(--#{$prefix}form-valid-color),\n    \"icon\": $form-feedback-icon-valid,\n    \"tooltip-color\": #fff,\n    \"tooltip-bg-color\": var(--#{$prefix}success),\n    \"focus-box-shadow\": 0 0 $input-btn-focus-blur $input-focus-width rgba(var(--#{$prefix}success-rgb), $input-btn-focus-color-opacity),\n    \"border-color\": var(--#{$prefix}form-valid-border-color),\n  ),\n  \"invalid\": (\n    \"color\": var(--#{$prefix}form-invalid-color),\n    \"icon\": $form-feedback-icon-invalid,\n    \"tooltip-color\": #fff,\n    \"tooltip-bg-color\": var(--#{$prefix}danger),\n    \"focus-box-shadow\": 0 0 $input-btn-focus-blur $input-focus-width rgba(var(--#{$prefix}danger-rgb), $input-btn-focus-color-opacity),\n    \"border-color\": var(--#{$prefix}form-invalid-border-color),\n  )\n) !default;\n// scss-docs-end form-validation-states\n\n// Z-index master list\n//\n// Warning: Avoid customizing these values. They're used for a bird's eye view\n// of components dependent on the z-axis and are designed to all work together.\n\n// scss-docs-start zindex-stack\n$zindex-dropdown:                   1000 !default;\n$zindex-sticky:                     1020 !default;\n$zindex-fixed:                      1030 !default;\n$zindex-offcanvas-backdrop:         1040 !default;\n$zindex-offcanvas:                  1045 !default;\n$zindex-modal-backdrop:             1050 !default;\n$zindex-modal:                      1055 !default;\n$zindex-popover:                    1070 !default;\n$zindex-tooltip:                    1080 !default;\n$zindex-toast:                      1090 !default;\n// scss-docs-end zindex-stack\n\n// scss-docs-start zindex-levels-map\n$zindex-levels: (\n  n1: -1,\n  0: 0,\n  1: 1,\n  2: 2,\n  3: 3\n) !default;\n// scss-docs-end zindex-levels-map\n\n\n// Navs\n\n// scss-docs-start nav-variables\n$nav-link-padding-y:                .5rem !default;\n$nav-link-padding-x:                1rem !default;\n$nav-link-font-size:                null !default;\n$nav-link-font-weight:              null !default;\n$nav-link-color:                    var(--#{$prefix}link-color) !default;\n$nav-link-hover-color:              var(--#{$prefix}link-hover-color) !default;\n$nav-link-transition:               color .15s ease-in-out, background-color .15s ease-in-out, border-color .15s ease-in-out !default;\n$nav-link-disabled-color:           var(--#{$prefix}secondary-color) !default;\n$nav-link-focus-box-shadow:         $focus-ring-box-shadow !default;\n\n$nav-tabs-border-color:             var(--#{$prefix}border-color) !default;\n$nav-tabs-border-width:             var(--#{$prefix}border-width) !default;\n$nav-tabs-border-radius:            var(--#{$prefix}border-radius) !default;\n$nav-tabs-link-hover-border-color:  var(--#{$prefix}secondary-bg) var(--#{$prefix}secondary-bg) $nav-tabs-border-color !default;\n$nav-tabs-link-active-color:        var(--#{$prefix}emphasis-color) !default;\n$nav-tabs-link-active-bg:           var(--#{$prefix}body-bg) !default;\n$nav-tabs-link-active-border-color: var(--#{$prefix}border-color) var(--#{$prefix}border-color) $nav-tabs-link-active-bg !default;\n\n$nav-pills-border-radius:           var(--#{$prefix}border-radius) !default;\n$nav-pills-link-active-color:       $component-active-color !default;\n$nav-pills-link-active-bg:          $component-active-bg !default;\n\n$nav-underline-gap:                 1rem !default;\n$nav-underline-border-width:        .125rem !default;\n$nav-underline-link-active-color:   var(--#{$prefix}emphasis-color) !default;\n// scss-docs-end nav-variables\n\n\n// Navbar\n\n// scss-docs-start navbar-variables\n$navbar-padding-y:                  $spacer * .5 !default;\n$navbar-padding-x:                  null !default;\n\n$navbar-nav-link-padding-x:         .5rem !default;\n\n$navbar-brand-font-size:            $font-size-lg !default;\n// Compute the navbar-brand padding-y so the navbar-brand will have the same height as navbar-text and nav-link\n$nav-link-height:                   $font-size-base * $line-height-base + $nav-link-padding-y * 2 !default;\n$navbar-brand-height:               $navbar-brand-font-size * $line-height-base !default;\n$navbar-brand-padding-y:            ($nav-link-height - $navbar-brand-height) * .5 !default;\n$navbar-brand-margin-end:           1rem !default;\n\n$navbar-toggler-padding-y:          .25rem !default;\n$navbar-toggler-padding-x:          .75rem !default;\n$navbar-toggler-font-size:          $font-size-lg !default;\n$navbar-toggler-border-radius:      $btn-border-radius !default;\n$navbar-toggler-focus-width:        $btn-focus-width !default;\n$navbar-toggler-transition:         box-shadow .15s ease-in-out !default;\n\n$navbar-light-color:                rgba(var(--#{$prefix}emphasis-color-rgb), .65) !default;\n$navbar-light-hover-color:          rgba(var(--#{$prefix}emphasis-color-rgb), .8) !default;\n$navbar-light-active-color:         rgba(var(--#{$prefix}emphasis-color-rgb), 1) !default;\n$navbar-light-disabled-color:       rgba(var(--#{$prefix}emphasis-color-rgb), .3) !default;\n$navbar-light-icon-color:           rgba($body-color, .75) !default;\n$navbar-light-toggler-icon-bg:      url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'><path stroke='#{$navbar-light-icon-color}' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/></svg>\") !default;\n$navbar-light-toggler-border-color: rgba(var(--#{$prefix}emphasis-color-rgb), .15) !default;\n$navbar-light-brand-color:          $navbar-light-active-color !default;\n$navbar-light-brand-hover-color:    $navbar-light-active-color !default;\n// scss-docs-end navbar-variables\n\n// scss-docs-start navbar-dark-variables\n$navbar-dark-color:                 rgba($white, .55) !default;\n$navbar-dark-hover-color:           rgba($white, .75) !default;\n$navbar-dark-active-color:          $white !default;\n$navbar-dark-disabled-color:        rgba($white, .25) !default;\n$navbar-dark-icon-color:            $navbar-dark-color !default;\n$navbar-dark-toggler-icon-bg:       url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'><path stroke='#{$navbar-dark-icon-color}' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/></svg>\") !default;\n$navbar-dark-toggler-border-color:  rgba($white, .1) !default;\n$navbar-dark-brand-color:           $navbar-dark-active-color !default;\n$navbar-dark-brand-hover-color:     $navbar-dark-active-color !default;\n// scss-docs-end navbar-dark-variables\n\n\n// Dropdowns\n//\n// Dropdown menu container and contents.\n\n// scss-docs-start dropdown-variables\n$dropdown-min-width:                10rem !default;\n$dropdown-padding-x:                0 !default;\n$dropdown-padding-y:                .5rem !default;\n$dropdown-spacer:                   .125rem !default;\n$dropdown-font-size:                $font-size-base !default;\n$dropdown-color:                    var(--#{$prefix}body-color) !default;\n$dropdown-bg:                       var(--#{$prefix}body-bg) !default;\n$dropdown-border-color:             var(--#{$prefix}border-color-translucent) !default;\n$dropdown-border-radius:            var(--#{$prefix}border-radius) !default;\n$dropdown-border-width:             var(--#{$prefix}border-width) !default;\n$dropdown-inner-border-radius:      calc(#{$dropdown-border-radius} - #{$dropdown-border-width}) !default; // stylelint-disable-line function-disallowed-list\n$dropdown-divider-bg:               $dropdown-border-color !default;\n$dropdown-divider-margin-y:         $spacer * .5 !default;\n$dropdown-box-shadow:               var(--#{$prefix}box-shadow) !default;\n\n$dropdown-link-color:               var(--#{$prefix}body-color) !default;\n$dropdown-link-hover-color:         $dropdown-link-color !default;\n$dropdown-link-hover-bg:            var(--#{$prefix}tertiary-bg) !default;\n\n$dropdown-link-active-color:        $component-active-color !default;\n$dropdown-link-active-bg:           $component-active-bg !default;\n\n$dropdown-link-disabled-color:      var(--#{$prefix}tertiary-color) !default;\n\n$dropdown-item-padding-y:           $spacer * .25 !default;\n$dropdown-item-padding-x:           $spacer !default;\n\n$dropdown-header-color:             $gray-600 !default;\n$dropdown-header-padding-x:         $dropdown-item-padding-x !default;\n$dropdown-header-padding-y:         $dropdown-padding-y !default;\n// fusv-disable\n$dropdown-header-padding:           $dropdown-header-padding-y $dropdown-header-padding-x !default; // Deprecated in v5.2.0\n// fusv-enable\n// scss-docs-end dropdown-variables\n\n// scss-docs-start dropdown-dark-variables\n$dropdown-dark-color:               $gray-300 !default;\n$dropdown-dark-bg:                  $gray-800 !default;\n$dropdown-dark-border-color:        $dropdown-border-color !default;\n$dropdown-dark-divider-bg:          $dropdown-divider-bg !default;\n$dropdown-dark-box-shadow:          null !default;\n$dropdown-dark-link-color:          $dropdown-dark-color !default;\n$dropdown-dark-link-hover-color:    $white !default;\n$dropdown-dark-link-hover-bg:       rgba($white, .15) !default;\n$dropdown-dark-link-active-color:   $dropdown-link-active-color !default;\n$dropdown-dark-link-active-bg:      $dropdown-link-active-bg !default;\n$dropdown-dark-link-disabled-color: $gray-500 !default;\n$dropdown-dark-header-color:        $gray-500 !default;\n// scss-docs-end dropdown-dark-variables\n\n\n// Pagination\n\n// scss-docs-start pagination-variables\n$pagination-padding-y:              .375rem !default;\n$pagination-padding-x:              .75rem !default;\n$pagination-padding-y-sm:           .25rem !default;\n$pagination-padding-x-sm:           .5rem !default;\n$pagination-padding-y-lg:           .75rem !default;\n$pagination-padding-x-lg:           1.5rem !default;\n\n$pagination-font-size:              $font-size-base !default;\n\n$pagination-color:                  var(--#{$prefix}link-color) !default;\n$pagination-bg:                     var(--#{$prefix}body-bg) !default;\n$pagination-border-radius:          var(--#{$prefix}border-radius) !default;\n$pagination-border-width:           var(--#{$prefix}border-width) !default;\n$pagination-margin-start:           calc(#{$pagination-border-width} * -1) !default; // stylelint-disable-line function-disallowed-list\n$pagination-border-color:           var(--#{$prefix}border-color) !default;\n\n$pagination-focus-color:            var(--#{$prefix}link-hover-color) !default;\n$pagination-focus-bg:               var(--#{$prefix}secondary-bg) !default;\n$pagination-focus-box-shadow:       $focus-ring-box-shadow !default;\n$pagination-focus-outline:          0 !default;\n\n$pagination-hover-color:            var(--#{$prefix}link-hover-color) !default;\n$pagination-hover-bg:               var(--#{$prefix}tertiary-bg) !default;\n$pagination-hover-border-color:     var(--#{$prefix}border-color) !default; // Todo in v6: remove this?\n\n$pagination-active-color:           $component-active-color !default;\n$pagination-active-bg:              $component-active-bg !default;\n$pagination-active-border-color:    $component-active-bg !default;\n\n$pagination-disabled-color:         var(--#{$prefix}secondary-color) !default;\n$pagination-disabled-bg:            var(--#{$prefix}secondary-bg) !default;\n$pagination-disabled-border-color:  var(--#{$prefix}border-color) !default;\n\n$pagination-transition:              color .15s ease-in-out, background-color .15s ease-in-out, border-color .15s ease-in-out, box-shadow .15s ease-in-out !default;\n\n$pagination-border-radius-sm:       var(--#{$prefix}border-radius-sm) !default;\n$pagination-border-radius-lg:       var(--#{$prefix}border-radius-lg) !default;\n// scss-docs-end pagination-variables\n\n\n// Placeholders\n\n// scss-docs-start placeholders\n$placeholder-opacity-max:           .5 !default;\n$placeholder-opacity-min:           .2 !default;\n// scss-docs-end placeholders\n\n// Cards\n\n// scss-docs-start card-variables\n$card-spacer-y:                     $spacer !default;\n$card-spacer-x:                     $spacer !default;\n$card-title-spacer-y:               $spacer * .5 !default;\n$card-title-color:                  null !default;\n$card-subtitle-color:               null !default;\n$card-border-width:                 var(--#{$prefix}border-width) !default;\n$card-border-color:                 var(--#{$prefix}border-color-translucent) !default;\n$card-border-radius:                var(--#{$prefix}border-radius) !default;\n$card-box-shadow:                   null !default;\n$card-inner-border-radius:          subtract($card-border-radius, $card-border-width) !default;\n$card-cap-padding-y:                $card-spacer-y * .5 !default;\n$card-cap-padding-x:                $card-spacer-x !default;\n$card-cap-bg:                       rgba(var(--#{$prefix}body-color-rgb), .03) !default;\n$card-cap-color:                    null !default;\n$card-height:                       null !default;\n$card-color:                        null !default;\n$card-bg:                           var(--#{$prefix}body-bg) !default;\n$card-img-overlay-padding:          $spacer !default;\n$card-group-margin:                 $grid-gutter-width * .5 !default;\n// scss-docs-end card-variables\n\n// Accordion\n\n// scss-docs-start accordion-variables\n$accordion-padding-y:                     1rem !default;\n$accordion-padding-x:                     1.25rem !default;\n$accordion-color:                         var(--#{$prefix}body-color) !default;\n$accordion-bg:                            var(--#{$prefix}body-bg) !default;\n$accordion-border-width:                  var(--#{$prefix}border-width) !default;\n$accordion-border-color:                  var(--#{$prefix}border-color) !default;\n$accordion-border-radius:                 var(--#{$prefix}border-radius) !default;\n$accordion-inner-border-radius:           subtract($accordion-border-radius, $accordion-border-width) !default;\n\n$accordion-body-padding-y:                $accordion-padding-y !default;\n$accordion-body-padding-x:                $accordion-padding-x !default;\n\n$accordion-button-padding-y:              $accordion-padding-y !default;\n$accordion-button-padding-x:              $accordion-padding-x !default;\n$accordion-button-color:                  var(--#{$prefix}body-color) !default;\n$accordion-button-bg:                     var(--#{$prefix}accordion-bg) !default;\n$accordion-transition:                    $btn-transition, border-radius .15s ease !default;\n$accordion-button-active-bg:              var(--#{$prefix}primary-bg-subtle) !default;\n$accordion-button-active-color:           var(--#{$prefix}primary-text-emphasis) !default;\n\n$accordion-button-focus-border-color:     $input-focus-border-color !default;\n$accordion-button-focus-box-shadow:       $btn-focus-box-shadow !default;\n\n$accordion-icon-width:                    1.25rem !default;\n$accordion-icon-color:                    $body-color !default;\n$accordion-icon-active-color:             $primary-text-emphasis !default;\n$accordion-icon-transition:               transform .2s ease-in-out !default;\n$accordion-icon-transform:                rotate(-180deg) !default;\n\n$accordion-button-icon:         url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='#{$accordion-icon-color}'><path fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/></svg>\") !default;\n$accordion-button-active-icon:  url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='#{$accordion-icon-active-color}'><path fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/></svg>\") !default;\n// scss-docs-end accordion-variables\n\n// Tooltips\n\n// scss-docs-start tooltip-variables\n$tooltip-font-size:                 $font-size-sm !default;\n$tooltip-max-width:                 200px !default;\n$tooltip-color:                     var(--#{$prefix}body-bg) !default;\n$tooltip-bg:                        var(--#{$prefix}emphasis-color) !default;\n$tooltip-border-radius:             var(--#{$prefix}border-radius) !default;\n$tooltip-opacity:                   .9 !default;\n$tooltip-padding-y:                 $spacer * .25 !default;\n$tooltip-padding-x:                 $spacer * .5 !default;\n$tooltip-margin:                    null !default; // TODO: remove this in v6\n\n$tooltip-arrow-width:               .8rem !default;\n$tooltip-arrow-height:              .4rem !default;\n// fusv-disable\n$tooltip-arrow-color:               null !default; // Deprecated in Bootstrap 5.2.0 for CSS variables\n// fusv-enable\n// scss-docs-end tooltip-variables\n\n// Form tooltips must come after regular tooltips\n// scss-docs-start tooltip-feedback-variables\n$form-feedback-tooltip-padding-y:     $tooltip-padding-y !default;\n$form-feedback-tooltip-padding-x:     $tooltip-padding-x !default;\n$form-feedback-tooltip-font-size:     $tooltip-font-size !default;\n$form-feedback-tooltip-line-height:   null !default;\n$form-feedback-tooltip-opacity:       $tooltip-opacity !default;\n$form-feedback-tooltip-border-radius: $tooltip-border-radius !default;\n// scss-docs-end tooltip-feedback-variables\n\n\n// Popovers\n\n// scss-docs-start popover-variables\n$popover-font-size:                 $font-size-sm !default;\n$popover-bg:                        var(--#{$prefix}body-bg) !default;\n$popover-max-width:                 276px !default;\n$popover-border-width:              var(--#{$prefix}border-width) !default;\n$popover-border-color:              var(--#{$prefix}border-color-translucent) !default;\n$popover-border-radius:             var(--#{$prefix}border-radius-lg) !default;\n$popover-inner-border-radius:       calc(#{$popover-border-radius} - #{$popover-border-width}) !default; // stylelint-disable-line function-disallowed-list\n$popover-box-shadow:                var(--#{$prefix}box-shadow) !default;\n\n$popover-header-font-size:          $font-size-base !default;\n$popover-header-bg:                 var(--#{$prefix}secondary-bg) !default;\n$popover-header-color:              $headings-color !default;\n$popover-header-padding-y:          .5rem !default;\n$popover-header-padding-x:          $spacer !default;\n\n$popover-body-color:                var(--#{$prefix}body-color) !default;\n$popover-body-padding-y:            $spacer !default;\n$popover-body-padding-x:            $spacer !default;\n\n$popover-arrow-width:               1rem !default;\n$popover-arrow-height:              .5rem !default;\n// scss-docs-end popover-variables\n\n// fusv-disable\n// Deprecated in Bootstrap 5.2.0 for CSS variables\n$popover-arrow-color:               $popover-bg !default;\n$popover-arrow-outer-color:         var(--#{$prefix}border-color-translucent) !default;\n// fusv-enable\n\n\n// Toasts\n\n// scss-docs-start toast-variables\n$toast-max-width:                   350px !default;\n$toast-padding-x:                   .75rem !default;\n$toast-padding-y:                   .5rem !default;\n$toast-font-size:                   .875rem !default;\n$toast-color:                       null !default;\n$toast-background-color:            rgba(var(--#{$prefix}body-bg-rgb), .85) !default;\n$toast-border-width:                var(--#{$prefix}border-width) !default;\n$toast-border-color:                var(--#{$prefix}border-color-translucent) !default;\n$toast-border-radius:               var(--#{$prefix}border-radius) !default;\n$toast-box-shadow:                  var(--#{$prefix}box-shadow) !default;\n$toast-spacing:                     $container-padding-x !default;\n\n$toast-header-color:                var(--#{$prefix}secondary-color) !default;\n$toast-header-background-color:     rgba(var(--#{$prefix}body-bg-rgb), .85) !default;\n$toast-header-border-color:         $toast-border-color !default;\n// scss-docs-end toast-variables\n\n\n// Badges\n\n// scss-docs-start badge-variables\n$badge-font-size:                   .75em !default;\n$badge-font-weight:                 $font-weight-bold !default;\n$badge-color:                       $white !default;\n$badge-padding-y:                   .35em !default;\n$badge-padding-x:                   .65em !default;\n$badge-border-radius:               var(--#{$prefix}border-radius) !default;\n// scss-docs-end badge-variables\n\n\n// Modals\n\n// scss-docs-start modal-variables\n$modal-inner-padding:               $spacer !default;\n\n$modal-footer-margin-between:       .5rem !default;\n\n$modal-dialog-margin:               .5rem !default;\n$modal-dialog-margin-y-sm-up:       1.75rem !default;\n\n$modal-title-line-height:           $line-height-base !default;\n\n$modal-content-color:               null !default;\n$modal-content-bg:                  var(--#{$prefix}body-bg) !default;\n$modal-content-border-color:        var(--#{$prefix}border-color-translucent) !default;\n$modal-content-border-width:        var(--#{$prefix}border-width) !default;\n$modal-content-border-radius:       var(--#{$prefix}border-radius-lg) !default;\n$modal-content-inner-border-radius: subtract($modal-content-border-radius, $modal-content-border-width) !default;\n$modal-content-box-shadow-xs:       var(--#{$prefix}box-shadow-sm) !default;\n$modal-content-box-shadow-sm-up:    var(--#{$prefix}box-shadow) !default;\n\n$modal-backdrop-bg:                 $black !default;\n$modal-backdrop-opacity:            .5 !default;\n\n$modal-header-border-color:         var(--#{$prefix}border-color) !default;\n$modal-header-border-width:         $modal-content-border-width !default;\n$modal-header-padding-y:            $modal-inner-padding !default;\n$modal-header-padding-x:            $modal-inner-padding !default;\n$modal-header-padding:              $modal-header-padding-y $modal-header-padding-x !default; // Keep this for backwards compatibility\n\n$modal-footer-bg:                   null !default;\n$modal-footer-border-color:         $modal-header-border-color !default;\n$modal-footer-border-width:         $modal-header-border-width !default;\n\n$modal-sm:                          300px !default;\n$modal-md:                          500px !default;\n$modal-lg:                          800px !default;\n$modal-xl:                          1140px !default;\n\n$modal-fade-transform:              translate(0, -50px) !default;\n$modal-show-transform:              none !default;\n$modal-transition:                  transform .3s ease-out !default;\n$modal-scale-transform:             scale(1.02) !default;\n// scss-docs-end modal-variables\n\n\n// Alerts\n//\n// Define alert colors, border radius, and padding.\n\n// scss-docs-start alert-variables\n$alert-padding-y:               $spacer !default;\n$alert-padding-x:               $spacer !default;\n$alert-margin-bottom:           1rem !default;\n$alert-border-radius:           var(--#{$prefix}border-radius) !default;\n$alert-link-font-weight:        $font-weight-bold !default;\n$alert-border-width:            var(--#{$prefix}border-width) !default;\n$alert-dismissible-padding-r:   $alert-padding-x * 3 !default; // 3x covers width of x plus default padding on either side\n// scss-docs-end alert-variables\n\n// fusv-disable\n$alert-bg-scale:                -80% !default; // Deprecated in v5.2.0, to be removed in v6\n$alert-border-scale:            -70% !default; // Deprecated in v5.2.0, to be removed in v6\n$alert-color-scale:             40% !default; // Deprecated in v5.2.0, to be removed in v6\n// fusv-enable\n\n// Progress bars\n\n// scss-docs-start progress-variables\n$progress-height:                   1rem !default;\n$progress-font-size:                $font-size-base * .75 !default;\n$progress-bg:                       var(--#{$prefix}secondary-bg) !default;\n$progress-border-radius:            var(--#{$prefix}border-radius) !default;\n$progress-box-shadow:               var(--#{$prefix}box-shadow-inset) !default;\n$progress-bar-color:                $white !default;\n$progress-bar-bg:                   $primary !default;\n$progress-bar-animation-timing:     1s linear infinite !default;\n$progress-bar-transition:           width .6s ease !default;\n// scss-docs-end progress-variables\n\n\n// List group\n\n// scss-docs-start list-group-variables\n$list-group-color:                  var(--#{$prefix}body-color) !default;\n$list-group-bg:                     var(--#{$prefix}body-bg) !default;\n$list-group-border-color:           var(--#{$prefix}border-color) !default;\n$list-group-border-width:           var(--#{$prefix}border-width) !default;\n$list-group-border-radius:          var(--#{$prefix}border-radius) !default;\n\n$list-group-item-padding-y:         $spacer * .5 !default;\n$list-group-item-padding-x:         $spacer !default;\n// fusv-disable\n$list-group-item-bg-scale:          -80% !default; // Deprecated in v5.3.0\n$list-group-item-color-scale:       40% !default; // Deprecated in v5.3.0\n// fusv-enable\n\n$list-group-hover-bg:               var(--#{$prefix}tertiary-bg) !default;\n$list-group-active-color:           $component-active-color !default;\n$list-group-active-bg:              $component-active-bg !default;\n$list-group-active-border-color:    $list-group-active-bg !default;\n\n$list-group-disabled-color:         var(--#{$prefix}secondary-color) !default;\n$list-group-disabled-bg:            $list-group-bg !default;\n\n$list-group-action-color:           var(--#{$prefix}secondary-color) !default;\n$list-group-action-hover-color:     var(--#{$prefix}emphasis-color) !default;\n\n$list-group-action-active-color:    var(--#{$prefix}body-color) !default;\n$list-group-action-active-bg:       var(--#{$prefix}secondary-bg) !default;\n// scss-docs-end list-group-variables\n\n\n// Image thumbnails\n\n// scss-docs-start thumbnail-variables\n$thumbnail-padding:                 .25rem !default;\n$thumbnail-bg:                      var(--#{$prefix}body-bg) !default;\n$thumbnail-border-width:            var(--#{$prefix}border-width) !default;\n$thumbnail-border-color:            var(--#{$prefix}border-color) !default;\n$thumbnail-border-radius:           var(--#{$prefix}border-radius) !default;\n$thumbnail-box-shadow:              var(--#{$prefix}box-shadow-sm) !default;\n// scss-docs-end thumbnail-variables\n\n\n// Figures\n\n// scss-docs-start figure-variables\n$figure-caption-font-size:          $small-font-size !default;\n$figure-caption-color:              var(--#{$prefix}secondary-color) !default;\n// scss-docs-end figure-variables\n\n\n// Breadcrumbs\n\n// scss-docs-start breadcrumb-variables\n$breadcrumb-font-size:              null !default;\n$breadcrumb-padding-y:              0 !default;\n$breadcrumb-padding-x:              0 !default;\n$breadcrumb-item-padding-x:         .5rem !default;\n$breadcrumb-margin-bottom:          1rem !default;\n$breadcrumb-bg:                     null !default;\n$breadcrumb-divider-color:          var(--#{$prefix}secondary-color) !default;\n$breadcrumb-active-color:           var(--#{$prefix}secondary-color) !default;\n$breadcrumb-divider:                quote(\"/\") !default;\n$breadcrumb-divider-flipped:        $breadcrumb-divider !default;\n$breadcrumb-border-radius:          null !default;\n// scss-docs-end breadcrumb-variables\n\n// Carousel\n\n// scss-docs-start carousel-variables\n$carousel-control-color:             $white !default;\n$carousel-control-width:             15% !default;\n$carousel-control-opacity:           .5 !default;\n$carousel-control-hover-opacity:     .9 !default;\n$carousel-control-transition:        opacity .15s ease !default;\n\n$carousel-indicator-width:           30px !default;\n$carousel-indicator-height:          3px !default;\n$carousel-indicator-hit-area-height: 10px !default;\n$carousel-indicator-spacer:          3px !default;\n$carousel-indicator-opacity:         .5 !default;\n$carousel-indicator-active-bg:       $white !default;\n$carousel-indicator-active-opacity:  1 !default;\n$carousel-indicator-transition:      opacity .6s ease !default;\n\n$carousel-caption-width:             70% !default;\n$carousel-caption-color:             $white !default;\n$carousel-caption-padding-y:         1.25rem !default;\n$carousel-caption-spacer:            1.25rem !default;\n\n$carousel-control-icon-width:        2rem !default;\n\n$carousel-control-prev-icon-bg:      url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='#{$carousel-control-color}'><path d='M11.354 1.646a.5.5 0 0 1 0 .708L5.707 8l5.647 5.646a.5.5 0 0 1-.708.708l-6-6a.5.5 0 0 1 0-.708l6-6a.5.5 0 0 1 .708 0z'/></svg>\") !default;\n$carousel-control-next-icon-bg:      url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='#{$carousel-control-color}'><path d='M4.646 1.646a.5.5 0 0 1 .708 0l6 6a.5.5 0 0 1 0 .708l-6 6a.5.5 0 0 1-.708-.708L10.293 8 4.646 2.354a.5.5 0 0 1 0-.708z'/></svg>\") !default;\n\n$carousel-transition-duration:       .6s !default;\n$carousel-transition:                transform $carousel-transition-duration ease-in-out !default; // Define transform transition first if using multiple transitions (e.g., `transform 2s ease, opacity .5s ease-out`)\n// scss-docs-end carousel-variables\n\n// scss-docs-start carousel-dark-variables\n$carousel-dark-indicator-active-bg:  $black !default;\n$carousel-dark-caption-color:        $black !default;\n$carousel-dark-control-icon-filter:  invert(1) grayscale(100) !default;\n// scss-docs-end carousel-dark-variables\n\n\n// Spinners\n\n// scss-docs-start spinner-variables\n$spinner-width:           2rem !default;\n$spinner-height:          $spinner-width !default;\n$spinner-vertical-align:  -.125em !default;\n$spinner-border-width:    .25em !default;\n$spinner-animation-speed: .75s !default;\n\n$spinner-width-sm:        1rem !default;\n$spinner-height-sm:       $spinner-width-sm !default;\n$spinner-border-width-sm: .2em !default;\n// scss-docs-end spinner-variables\n\n\n// Close\n\n// scss-docs-start close-variables\n$btn-close-width:            1em !default;\n$btn-close-height:           $btn-close-width !default;\n$btn-close-padding-x:        .25em !default;\n$btn-close-padding-y:        $btn-close-padding-x !default;\n$btn-close-color:            $black !default;\n$btn-close-bg:               url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='#{$btn-close-color}'><path d='M.293.293a1 1 0 0 1 1.414 0L8 6.586 14.293.293a1 1 0 1 1 1.414 1.414L9.414 8l6.293 6.293a1 1 0 0 1-1.414 1.414L8 9.414l-6.293 6.293a1 1 0 0 1-1.414-1.414L6.586 8 .293 1.707a1 1 0 0 1 0-1.414z'/></svg>\") !default;\n$btn-close-focus-shadow:     $focus-ring-box-shadow !default;\n$btn-close-opacity:          .5 !default;\n$btn-close-hover-opacity:    .75 !default;\n$btn-close-focus-opacity:    1 !default;\n$btn-close-disabled-opacity: .25 !default;\n$btn-close-white-filter:     invert(1) grayscale(100%) brightness(200%) !default;\n// scss-docs-end close-variables\n\n\n// Offcanvas\n\n// scss-docs-start offcanvas-variables\n$offcanvas-padding-y:               $modal-inner-padding !default;\n$offcanvas-padding-x:               $modal-inner-padding !default;\n$offcanvas-horizontal-width:        400px !default;\n$offcanvas-vertical-height:         30vh !default;\n$offcanvas-transition-duration:     .3s !default;\n$offcanvas-border-color:            $modal-content-border-color !default;\n$offcanvas-border-width:            $modal-content-border-width !default;\n$offcanvas-title-line-height:       $modal-title-line-height !default;\n$offcanvas-bg-color:                var(--#{$prefix}body-bg) !default;\n$offcanvas-color:                   var(--#{$prefix}body-color) !default;\n$offcanvas-box-shadow:              $modal-content-box-shadow-xs !default;\n$offcanvas-backdrop-bg:             $modal-backdrop-bg !default;\n$offcanvas-backdrop-opacity:        $modal-backdrop-opacity !default;\n// scss-docs-end offcanvas-variables\n\n// Code\n\n$code-font-size:                    $small-font-size !default;\n$code-color:                        $pink !default;\n\n$kbd-padding-y:                     .1875rem !default;\n$kbd-padding-x:                     .375rem !default;\n$kbd-font-size:                     $code-font-size !default;\n$kbd-color:                         var(--#{$prefix}body-bg) !default;\n$kbd-bg:                            var(--#{$prefix}body-color) !default;\n$nested-kbd-font-weight:            null !default; // Deprecated in v5.2.0, removing in v6\n\n$pre-color:                         null !default;\n","/***\n * Rules for the UX/UI of skip navigation link btn. \n *It's only visible to people\n * navigating with keyboard for accessibility purposes\n * ref: https://www.youtube.com/watch?v=VUR0I5mqq7I\n ***/\n\n.skip-link {\n  position: fixed;\n  top: 0;\n  left: 0;\n  right: 0;\n  text-align: center;\n  background-color: var(--pst-color-warning);\n  // Ensure we are using a WCAG conformant colour\n  color: var(--pst-color-warning-text) !important;\n  padding: 0.5rem;\n  z-index: $zindex-modal;\n  border-bottom: 1px solid var(--pst-color-border);\n\n  // This shows / hides the button\n  transform: translateY(-100%);\n  transition: transform 150ms ease-in-out;\n  &:focus {\n    transform: translateY(0%);\n    // ensure this is visible\n    outline: 3px solid $foundation-black;\n  }\n}\n",".bd-container {\n  flex-grow: 1;\n  display: flex;\n  justify-content: center;\n\n  .bd-container__inner {\n    display: flex;\n  }\n}\n\n.bd-page-width {\n  width: 100%;\n  @include media-breakpoint-up(lg) {\n    max-width: $breakpoint-page-width;\n  }\n}\n","// Breakpoint viewport sizes and media queries.\n//\n// Breakpoints are defined as a map of (name: minimum width), order from small to large:\n//\n//    (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px)\n//\n// The map defined in the `$grid-breakpoints` global variable is used as the `$breakpoints` argument by default.\n\n// Name of the next breakpoint, or null for the last breakpoint.\n//\n//    >> breakpoint-next(sm)\n//    md\n//    >> breakpoint-next(sm, (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px))\n//    md\n//    >> breakpoint-next(sm, $breakpoint-names: (xs sm md lg xl xxl))\n//    md\n@function breakpoint-next($name, $breakpoints: $grid-breakpoints, $breakpoint-names: map-keys($breakpoints)) {\n  $n: index($breakpoint-names, $name);\n  @if not $n {\n    @error \"breakpoint `#{$name}` not found in `#{$breakpoints}`\";\n  }\n  @return if($n < length($breakpoint-names), nth($breakpoint-names, $n + 1), null);\n}\n\n// Minimum breakpoint width. Null for the smallest (first) breakpoint.\n//\n//    >> breakpoint-min(sm, (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px))\n//    576px\n@function breakpoint-min($name, $breakpoints: $grid-breakpoints) {\n  $min: map-get($breakpoints, $name);\n  @return if($min != 0, $min, null);\n}\n\n// Maximum breakpoint width.\n// The maximum value is reduced by 0.02px to work around the limitations of\n// `min-` and `max-` prefixes and viewports with fractional widths.\n// See https://www.w3.org/TR/mediaqueries-4/#mq-min-max\n// Uses 0.02px rather than 0.01px to work around a current rounding bug in Safari.\n// See https://bugs.webkit.org/show_bug.cgi?id=178261\n//\n//    >> breakpoint-max(md, (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px))\n//    767.98px\n@function breakpoint-max($name, $breakpoints: $grid-breakpoints) {\n  $max: map-get($breakpoints, $name);\n  @return if($max and $max > 0, $max - .02, null);\n}\n\n// Returns a blank string if smallest breakpoint, otherwise returns the name with a dash in front.\n// Useful for making responsive utilities.\n//\n//    >> breakpoint-infix(xs, (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px))\n//    \"\"  (Returns a blank string)\n//    >> breakpoint-infix(sm, (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px))\n//    \"-sm\"\n@function breakpoint-infix($name, $breakpoints: $grid-breakpoints) {\n  @return if(breakpoint-min($name, $breakpoints) == null, \"\", \"-#{$name}\");\n}\n\n// Media of at least the minimum breakpoint width. No query for the smallest breakpoint.\n// Makes the @content apply to the given breakpoint and wider.\n@mixin media-breakpoint-up($name, $breakpoints: $grid-breakpoints) {\n  $min: breakpoint-min($name, $breakpoints);\n  @if $min {\n    @media (min-width: $min) {\n      @content;\n    }\n  } @else {\n    @content;\n  }\n}\n\n// Media of at most the maximum breakpoint width. No query for the largest breakpoint.\n// Makes the @content apply to the given breakpoint and narrower.\n@mixin media-breakpoint-down($name, $breakpoints: $grid-breakpoints) {\n  $max: breakpoint-max($name, $breakpoints);\n  @if $max {\n    @media (max-width: $max) {\n      @content;\n    }\n  } @else {\n    @content;\n  }\n}\n\n// Media that spans multiple breakpoint widths.\n// Makes the @content apply between the min and max breakpoints\n@mixin media-breakpoint-between($lower, $upper, $breakpoints: $grid-breakpoints) {\n  $min: breakpoint-min($lower, $breakpoints);\n  $max: breakpoint-max($upper, $breakpoints);\n\n  @if $min != null and $max != null {\n    @media (min-width: $min) and (max-width: $max) {\n      @content;\n    }\n  } @else if $max == null {\n    @include media-breakpoint-up($lower, $breakpoints) {\n      @content;\n    }\n  } @else if $min == null {\n    @include media-breakpoint-down($upper, $breakpoints) {\n      @content;\n    }\n  }\n}\n\n// Media between the breakpoint's minimum and maximum widths.\n// No minimum for the smallest breakpoint, and no maximum for the largest one.\n// Makes the @content apply only to the given breakpoint, not viewports any wider or narrower.\n@mixin media-breakpoint-only($name, $breakpoints: $grid-breakpoints) {\n  $min:  breakpoint-min($name, $breakpoints);\n  $next: breakpoint-next($name, $breakpoints);\n  $max:  breakpoint-max($next, $breakpoints);\n\n  @if $min != null and $max != null {\n    @media (min-width: $min) and (max-width: $max) {\n      @content;\n    }\n  } @else if $max == null {\n    @include media-breakpoint-up($name, $breakpoints) {\n      @content;\n    }\n  } @else if $min == null {\n    @include media-breakpoint-down($next, $breakpoints) {\n      @content;\n    }\n  }\n}\n",".bd-header-version-warning,\n.bd-header-announcement {\n  min-height: 3rem;\n  width: 100%;\n  display: flex;\n  position: relative;\n  align-items: center;\n  justify-content: center;\n  text-align: center;\n  padding: 0.5rem 12.5%; // Horizontal padding so the width is 75%\n  // One breakpoint less than $breakpoint-sidebar-primary. See variables/_layout.scss for more info.\n  @include media-breakpoint-down(lg) {\n    // Announcements can take a bit more width on mobile\n    padding: 0.5rem 2%;\n  }\n\n  p {\n    font-weight: bold;\n    margin: 0;\n  }\n\n  &:after {\n    position: absolute;\n    width: 100%;\n    height: 100%;\n    left: 0;\n    top: 0;\n    content: \"\";\n    z-index: -1; // So it doesn't hover over the content\n  }\n\n  &:empty {\n    display: none;\n  }\n\n  // Ensure there is enough contrast against the background\n  a {\n    color: var(--pst-color-inline-code-links);\n  }\n}\n\n// Bg color is now defined in the theme color palette - using our secondary color\n.bd-header-announcement {\n  &:after {\n    background-color: var(--pst-color-secondary-bg);\n  }\n}\n\n.bd-header-version-warning {\n  &:after {\n    background-color: var(--pst-color-danger-bg);\n  }\n}\n","/**\n * Main content area\n */\n.bd-main {\n  flex-grow: 1;\n  flex-direction: column;\n  display: flex;\n  min-width: 0;\n\n  .bd-content {\n    display: flex;\n    justify-content: center;\n    height: 100%;\n    .bd-article-container {\n      justify-content: start;\n      display: flex;\n      flex-direction: column;\n      // Max-width is slightly more than the W3 since our docs often have images.\n      // We shoot for about 100 characters per line instead of 80.\n      // ref: https://www.w3.org/WAI/tutorials/page-structure/styling/#line-length\n      width: 100%;\n      max-width: 60em;\n      overflow-x: auto; // Prevent wide content from pushing off the secondary sidebar\n      padding: 1rem;\n      .bd-article {\n        // Give a bit more verticle spacing on wide screens\n        @include media-breakpoint-up($breakpoint-sidebar-secondary) {\n          padding-top: 1.5rem;\n          padding-left: 2rem;\n        }\n      }\n    }\n  }\n}\n",".bd-footer {\n  width: 100%;\n  border-top: 1px solid var(--pst-color-border);\n\n  .bd-footer__inner {\n    display: flex;\n    flex-grow: 1;\n    padding: 1rem;\n    margin: auto;\n  }\n\n  .footer-items__start,\n  .footer-items__center,\n  .footer-items__end {\n    display: flex;\n    flex-direction: column;\n    gap: 0.5rem;\n    justify-content: center;\n    flex-grow: 1;\n  }\n\n  .footer-items__center {\n    text-align: center;\n  }\n\n  .footer-items__end {\n    text-align: end;\n  }\n\n  // So that paragraphs don't take up extra room\n  .footer-item p {\n    margin-bottom: 0;\n  }\n}\n",".bd-footer-article {\n  margin-top: auto;\n\n  .footer-article-items {\n    display: flex;\n    flex-direction: column;\n  }\n}\n",".bd-footer-content {\n  .footer-content-items {\n    display: flex;\n    flex-direction: column;\n    margin-top: auto;\n  }\n}\n","/**\n * Header at the top of the page\n * It includes the announcement bar and the navigation bar.\n */\n\n// Styling for the Icon links can be found in components/_icon-links.scss\n\n// If we want the shadow to only point downward in the future, set\n// box-shadow to: 0 0.125rem 0.25rem -0.125rem rgba(0, 0, 0, 0.11);\n.bd-header {\n  position: sticky;\n  top: 0;\n  z-index: $zindex-fixed;\n\n  // Overrides bootstrap\n  background: var(--pst-color-on-background) !important;\n  box-shadow: 0 0.125rem 0.25rem 0 var(--pst-color-shadow);\n\n  width: 100%;\n  padding: 0;\n  max-width: 100vw;\n  justify-content: center;\n  .bd-header__inner {\n    display: flex;\n    align-items: center;\n    height: fit-content;\n    padding-left: 1rem;\n    padding-right: 1rem;\n  }\n\n  // These items will define the height of the header\n  .navbar-item {\n    height: var(--pst-header-height);\n    max-height: var(--pst-header-height);\n    display: flex;\n    align-items: center;\n  }\n\n  // Hide the header items on mobile\n  .navbar-header-items {\n    display: none;\n    flex-shrink: 1;\n    @include media-breakpoint-up($breakpoint-sidebar-primary) {\n      display: flex;\n      flex-grow: 1;\n      padding: 0 0 0 0.5rem;\n    }\n  }\n\n  .navbar-header-items__end,\n  .navbar-header-items__center,\n  .navbar-header-items__start {\n    display: flex;\n    align-items: center;\n    flex-flow: wrap;\n    // In case we wrap our items to multiple rows on small screens\n    row-gap: 0;\n  }\n\n  .navbar-header-items__end,\n  .navbar-header-items__center {\n    column-gap: 1rem;\n  }\n\n  // A little smaller because this is displayed by default on mobile\n  .navbar-header-items__start {\n    flex-shrink: 0;\n    margin-right: auto;\n    gap: 0.5rem;\n  }\n\n  .navbar-header-items__end {\n    // End navbar items should snap to the right\n    justify-content: end;\n  }\n\n  // Contains the navigation links within the navbar\n  .navbar-nav {\n    display: flex;\n\n    @include media-breakpoint-up($breakpoint-sidebar-primary) {\n      // Center align on wide screens so the dropdown button is centered properly\n      align-items: center;\n    }\n\n    li a.nav-link {\n      @include link-style-text;\n    }\n\n    // Current page is always underlined in the navbar\n    > .current > .nav-link {\n      @include link-navbar-current;\n    }\n\n    // Dropdowns for the extra links\n    .dropdown {\n      button {\n        display: unset;\n        color: var(--pst-color-text-muted);\n        border: none;\n        @include link-style-hover;\n        @include focus-indicator;\n      }\n\n      .dropdown-menu {\n        z-index: $zindex-popover;\n        border: 1px solid var(--pst-color-border);\n        box-shadow: 0 0 0.3rem 0.1rem var(--pst-color-shadow);\n        background-color: var(--pst-color-on-background);\n        padding: 0.5rem 0;\n        margin: 0.5rem 0;\n        min-width: 20rem;\n\n        .dropdown-item {\n          // Give the items in the dropdown some breathing room but let the hit\n          // and hover area of the items extend to the edges of the menu\n          padding: 0.25rem 1.5rem;\n\n          // Override Bootstrap\n          &:focus:not(:hover):not(:active) {\n            background-color: inherit;\n          }\n        }\n\n        // Hide the menu unless show has been clicked\n        &:not(.show) {\n          display: none;\n        }\n      }\n    }\n  }\n}\n\n// inline the element in the navbar as long as they fit and use display block when collapsing\n@include media-breakpoint-up($breakpoint-sidebar-primary) {\n  .navbar-center-items .navbar-item {\n    display: inline-block;\n  }\n}\n\n.nav-link {\n  @include link-style-hover;\n\n  // Override Bootstrap\n  transition: none;\n\n  &.nav-external:after {\n    font: var(--fa-font-solid);\n    content: var(--pst-icon-external-link);\n    font-size: 0.75em;\n    margin-left: 0.3em;\n  }\n}\n\n.bd-navbar-elements li.nav-item i {\n  font-size: 0.7rem;\n  padding-left: 2px;\n  vertical-align: middle;\n}\n\n/**\n * Showing and hiding the sidebar toggle buttons and header items\n */\n\n// Hide the header items on mobile\n.bd-header {\n  // Toggle labels\n  label {\n    &.sidebar-toggle {\n      display: flex;\n      cursor: pointer;\n      font-size: var(--pst-font-size-icon);\n      align-items: center;\n      color: var(--pst-color-muted);\n      margin-bottom: 0;\n      padding-bottom: 0.25rem;\n    }\n\n    &.primary-toggle {\n      margin-right: 1rem;\n      @include media-breakpoint-up($breakpoint-sidebar-primary) {\n        display: none;\n      }\n    }\n\n    &.secondary-toggle {\n      margin-left: 1rem;\n      @include media-breakpoint-up($breakpoint-sidebar-secondary) {\n        display: none;\n      }\n    }\n    @include icon-navbar-hover;\n    @include focus-indicator;\n  }\n\n  // Hide the navbar header items on mobile because they're in the sidebar\n  .navbar-header-items {\n    display: none;\n    @include media-breakpoint-up($breakpoint-sidebar-primary) {\n      display: inherit;\n    }\n  }\n}\n\n// THe elements next to the hamburger menu only show on narrow screens\n.navbar-persistent--mobile {\n  margin-left: auto;\n  @include media-breakpoint-up($breakpoint-sidebar-primary) {\n    display: none;\n  }\n}\n\n// The navbar-persistent content should only show on wide screens\n.navbar-persistent--container {\n  display: none;\n  @include media-breakpoint-up($breakpoint-sidebar-primary) {\n    display: flex;\n  }\n}\n",".header-article__inner {\n  display: flex;\n  padding: 0 0.5rem;\n\n  // The items define the height so that it disappears if there are no items\n  .header-article-item {\n    min-height: var(--pst-header-article-height);\n    height: var(--pst-header-article-height);\n  }\n\n  .header-article-items__start,\n  .header-article-items__end {\n    display: flex;\n    align-items: start;\n    gap: 0.5rem;\n  }\n\n  .header-article-items__end {\n    margin-left: auto;\n  }\n}\n","/**\n * The primary sidebar on the left.\n * e.g., between-pages navigation.\n */\n\n.bd-sidebar-primary {\n  display: flex;\n  flex-direction: column;\n  gap: 1rem;\n  max-height: calc(100vh - var(--pst-header-height));\n  position: sticky;\n  top: var(--pst-header-height);\n  @include make-col(3);\n\n  // Borders padding and whitespace\n  padding: 2rem 1rem 1rem 1rem;\n  border-right: 1px solid var(--pst-color-border);\n  background-color: var(--pst-color-background);\n  overflow-y: auto;\n\n  font-size: var(--pst-sidebar-font-size-mobile);\n  @include media-breakpoint-up($breakpoint-sidebar-primary) {\n    font-size: var(--pst-sidebar-font-size);\n  }\n\n  // override bootstrap when navlink are displayed in the sidebar\n  .nav-link {\n    font-size: var(--pst-sidebar-font-size-mobile);\n  }\n\n  &.no-sidebar {\n    border-right: 0;\n  }\n\n  &.hide-on-wide {\n    @include media-breakpoint-up($breakpoint-sidebar-primary) {\n      display: none;\n    }\n  }\n\n  // Headers shouldn't be colored in the sidebars and some extensions add headers\n  h1,\n  h2,\n  h3,\n  h4 {\n    color: var(--pst-color-text-base);\n  }\n\n  .sidebar-primary-items__start,\n  .sidebar-primary-items__end {\n    .sidebar-primary-item {\n      padding: 0.5rem 0;\n    }\n  }\n\n  // Hide the sidebar header items on widescreen since they are visible in the header\n  .sidebar-header-items {\n    display: flex;\n    flex-direction: column;\n\n    .sidebar-header-items__title {\n      font-weight: var(--pst-sidebar-header-font-weight);\n      font-size: var(--pst-sidebar-header-font-size);\n      color: var(--pst-color-text-base);\n      margin-bottom: 0.5rem;\n    }\n\n    // The dropdown toggle for extra links just shows them all instead.\n    .nav-item.dropdown {\n      // On mobile, the dropdown behaves like any other link, no hiding\n      button {\n        display: none;\n      }\n\n      .dropdown-menu {\n        display: flex;\n        flex-direction: column;\n        padding: 0;\n        margin: 0;\n        border: none;\n        background-color: inherit;\n        font-size: inherit;\n      }\n    }\n\n    // Center header items get displayed vertically, end items are displayed horizontally\n    .sidebar-header-items__center {\n      display: flex;\n      flex-direction: column;\n    }\n\n    // Positioning end items\n    .sidebar-header-items__end {\n      display: flex;\n      align-items: center;\n      gap: 0.5rem;\n    }\n\n    @include media-breakpoint-up($breakpoint-sidebar-primary) {\n      display: none;\n    }\n  }\n\n  .sidebar-primary-items__start {\n    // Add a border on mobile to separate it from the header sidebar area\n    border-top: 1px solid var(--pst-color-border);\n    @include media-breakpoint-up($breakpoint-sidebar-primary) {\n      border-top: none;\n    }\n  }\n\n  .sidebar-primary-items__end {\n    margin-top: auto;\n    margin-bottom: 1em;\n  }\n  .list-caption {\n    list-style: none;\n    padding-left: 0px;\n  }\n  li {\n    position: relative;\n    // If it has children, add a bit more padding to wrap the content to avoid\n    // overlapping with the <label>\n    &.has-children {\n      > .reference {\n        padding-right: 30px;\n      }\n    }\n  }\n  // Navigation item chevrons\n  label.toctree-toggle {\n    position: absolute;\n    top: 0;\n    right: 0;\n    height: 30px;\n    width: 30px;\n\n    cursor: pointer;\n\n    display: flex;\n    justify-content: center;\n    align-items: center;\n\n    &:hover {\n      background: var(--pst-color-surface);\n    }\n\n    i {\n      display: inline-block;\n      font-size: 0.75rem;\n      text-align: center;\n      &:hover {\n        color: var(--pst-color-primary);\n      }\n    }\n  }\n  .label-parts {\n    width: 100%;\n    height: 100%;\n    &:hover {\n      background: none;\n    }\n    i {\n      width: 30px;\n      position: absolute;\n      top: 0.3em; // aligning chevron with text\n      right: 0em; // aligning chevron to the right\n    }\n  }\n}\n\n/* Between-page links and captions */\nnav.bd-links {\n  margin-right: -1rem;\n\n  @include media-breakpoint-up($breakpoint-sidebar-primary) {\n    display: block;\n  }\n\n  ul {\n    list-style: none;\n\n    // Reduce padding of nested `ul` items a bit\n    ul {\n      padding: 0 0 0 1rem;\n    }\n  }\n\n  li > a {\n    display: block;\n    padding: 0.25rem 0.65rem;\n    @include link-sidebar;\n    box-shadow: none;\n\n    &.reference.external {\n      &:after {\n        font: var(--fa-font-solid);\n        content: var(--pst-icon-external-link);\n        font-size: 0.75em;\n        margin-left: 0.3em;\n      }\n    }\n  }\n\n  .current {\n    > a {\n      @include link-sidebar-current;\n      background-color: transparent;\n    }\n  }\n\n  // Title\n  p.bd-links__title {\n    font-size: var(--pst-sidebar-header-font-size);\n    font-weight: var(--pst-sidebar-header-font-weight);\n    margin-bottom: 0.5rem;\n  }\n\n  // Toctree captions\n  p.caption {\n    font-weight: var(--pst-sidebar-header-font-weight);\n    position: relative;\n    margin-top: 1.25rem;\n    margin-bottom: 0.5rem;\n    color: var(--pst-color-text-base);\n    &:first-child {\n      margin-top: 0;\n    }\n\n    font-size: var(--pst-sidebar-font-size-mobile);\n    @include media-breakpoint-up($breakpoint-sidebar-primary) {\n      font-size: var(--pst-sidebar-font-size);\n    }\n  }\n}\n","// Grid system\n//\n// Generate semantic grid columns with these mixins.\n\n@mixin make-row($gutter: $grid-gutter-width) {\n  --#{$prefix}gutter-x: #{$gutter};\n  --#{$prefix}gutter-y: 0;\n  display: flex;\n  flex-wrap: wrap;\n  // TODO: Revisit calc order after https://github.com/react-bootstrap/react-bootstrap/issues/6039 is fixed\n  margin-top: calc(-1 * var(--#{$prefix}gutter-y)); // stylelint-disable-line function-disallowed-list\n  margin-right: calc(-.5 * var(--#{$prefix}gutter-x)); // stylelint-disable-line function-disallowed-list\n  margin-left: calc(-.5 * var(--#{$prefix}gutter-x)); // stylelint-disable-line function-disallowed-list\n}\n\n@mixin make-col-ready() {\n  // Add box sizing if only the grid is loaded\n  box-sizing: if(variable-exists(include-column-box-sizing) and $include-column-box-sizing, border-box, null);\n  // Prevent columns from becoming too narrow when at smaller grid tiers by\n  // always setting `width: 100%;`. This works because we set the width\n  // later on to override this initial width.\n  flex-shrink: 0;\n  width: 100%;\n  max-width: 100%; // Prevent `.col-auto`, `.col` (& responsive variants) from breaking out the grid\n  padding-right: calc(var(--#{$prefix}gutter-x) * .5); // stylelint-disable-line function-disallowed-list\n  padding-left: calc(var(--#{$prefix}gutter-x) * .5); // stylelint-disable-line function-disallowed-list\n  margin-top: var(--#{$prefix}gutter-y);\n}\n\n@mixin make-col($size: false, $columns: $grid-columns) {\n  @if $size {\n    flex: 0 0 auto;\n    width: percentage(divide($size, $columns));\n\n  } @else {\n    flex: 1 1 0;\n    max-width: 100%;\n  }\n}\n\n@mixin make-col-auto() {\n  flex: 0 0 auto;\n  width: auto;\n}\n\n@mixin make-col-offset($size, $columns: $grid-columns) {\n  $num: divide($size, $columns);\n  margin-left: if($num == 0, 0, percentage($num));\n}\n\n// Row columns\n//\n// Specify on a parent element(e.g., .row) to force immediate children into NN\n// number of columns. Supports wrapping to new lines, but does not do a Masonry\n// style grid.\n@mixin row-cols($count) {\n  > * {\n    flex: 0 0 auto;\n    width: percentage(divide(1, $count));\n  }\n}\n\n// Framework grid generation\n//\n// Used only by Bootstrap to generate the correct number of grid classes given\n// any value of `$grid-columns`.\n\n@mixin make-grid-columns($columns: $grid-columns, $gutter: $grid-gutter-width, $breakpoints: $grid-breakpoints) {\n  @each $breakpoint in map-keys($breakpoints) {\n    $infix: breakpoint-infix($breakpoint, $breakpoints);\n\n    @include media-breakpoint-up($breakpoint, $breakpoints) {\n      // Provide basic `.col-{bp}` classes for equal-width flexbox columns\n      .col#{$infix} {\n        flex: 1 0 0%; // Flexbugs #4: https://github.com/philipwalton/flexbugs#flexbug-4\n      }\n\n      .row-cols#{$infix}-auto > * {\n        @include make-col-auto();\n      }\n\n      @if $grid-row-columns > 0 {\n        @for $i from 1 through $grid-row-columns {\n          .row-cols#{$infix}-#{$i} {\n            @include row-cols($i);\n          }\n        }\n      }\n\n      .col#{$infix}-auto {\n        @include make-col-auto();\n      }\n\n      @if $columns > 0 {\n        @for $i from 1 through $columns {\n          .col#{$infix}-#{$i} {\n            @include make-col($i, $columns);\n          }\n        }\n\n        // `$columns - 1` because offsetting by the width of an entire row isn't possible\n        @for $i from 0 through ($columns - 1) {\n          @if not ($infix == \"\" and $i == 0) { // Avoid emitting useless .offset-0\n            .offset#{$infix}-#{$i} {\n              @include make-col-offset($i, $columns);\n            }\n          }\n        }\n      }\n\n      // Gutters\n      //\n      // Make use of `.g-*`, `.gx-*` or `.gy-*` utilities to change spacing between the columns.\n      @each $key, $value in $gutters {\n        .g#{$infix}-#{$key},\n        .gx#{$infix}-#{$key} {\n          --#{$prefix}gutter-x: #{$value};\n        }\n\n        .g#{$infix}-#{$key},\n        .gy#{$infix}-#{$key} {\n          --#{$prefix}gutter-y: #{$value};\n        }\n      }\n    }\n  }\n}\n\n@mixin make-cssgrid($columns: $grid-columns, $breakpoints: $grid-breakpoints) {\n  @each $breakpoint in map-keys($breakpoints) {\n    $infix: breakpoint-infix($breakpoint, $breakpoints);\n\n    @include media-breakpoint-up($breakpoint, $breakpoints) {\n      @if $columns > 0 {\n        @for $i from 1 through $columns {\n          .g-col#{$infix}-#{$i} {\n            grid-column: auto / span $i;\n          }\n        }\n\n        // Start with `1` because `0` is and invalid value.\n        // Ends with `$columns - 1` because offsetting by the width of an entire row isn't possible.\n        @for $i from 1 through ($columns - 1) {\n          .g-start#{$infix}-#{$i} {\n            grid-column-start: $i;\n          }\n        }\n      }\n    }\n  }\n}\n","/**\n * Secondary sidebar on the right.\n * e.g., in-page table of contents.\n */\n.bd-sidebar-secondary {\n  display: flex;\n  order: 2;\n  flex-shrink: 0;\n  flex-direction: column;\n  position: sticky;\n  top: var(--pst-header-height);\n  max-height: calc(100vh - var(--pst-header-height));\n  padding: 2rem 1rem 1rem 1rem;\n  width: var(--pst-sidebar-secondary);\n  font-size: var(--pst-sidebar-font-size-mobile);\n  @include media-breakpoint-up($breakpoint-sidebar-secondary) {\n    font-size: var(--pst-sidebar-font-size);\n  }\n\n  // Color and border\n  background-color: var(--pst-color-background);\n  overflow-y: auto;\n}\n\n.sidebar-secondary-item {\n  padding: 0.5rem 0.5rem;\n  @include media-breakpoint-up($breakpoint-sidebar-secondary) {\n    border-left: 1px solid var(--pst-color-border);\n    padding-left: 1rem;\n  }\n\n  i {\n    padding-right: 0.5rem;\n  }\n}\n","/*******************************************************************************\n* Rules for the UX/UI of sidebar sliding drawers on mobile\n* Note that this sheet controls styles across many parts of the theme\n* It is aggregated into this one sheet instead of being split across\n* components in order to keep it easier to debug in one place.\n* It is broken up into major sections below.\n*/\n\n/*******************************************************************************\n* Buttons and overlays\n*/\ninput.sidebar-toggle {\n  display: none;\n}\n\n// Background overlays\nlabel.overlay {\n  background-color: black;\n  opacity: 0.5;\n  height: 0;\n  width: 0;\n  position: fixed;\n  top: 0;\n  left: 0;\n  transition: opacity $animation-time ease-out;\n  z-index: $zindex-modal-backdrop;\n}\n\ninput {\n  // Show the correct overlay when its input is checked\n  &#__primary:checked + label.overlay.overlay-primary,\n  &#__secondary:checked + label.overlay.overlay-secondary {\n    height: 100vh;\n    width: 100vw;\n  }\n\n  // Primary sidebar slides in from the left\n  &#__primary:checked ~ .bd-container .bd-sidebar-primary {\n    visibility: visible;\n    margin-left: 0;\n  }\n\n  // Secondary sidebar slides in from the right\n  &#__secondary:checked ~ .bd-container .bd-sidebar-secondary {\n    visibility: visible;\n    margin-right: 0;\n  }\n}\n\n/*******************************************************************************\n* Sidebar drawer behavior\n*/\n\n/**\n * Behavior for sliding drawer elements that will be toggled with an input\n *\n * NOTE: We use this mixin to define the toggle behavior on narrow screens,\n * And the wide-screen behavior of the sections is defined in their own section\n * .scss files.\n */\n@mixin sliding-drawer($side: \"left\") {\n  position: fixed;\n  top: 0;\n  z-index: $zindex-modal;\n  height: 100vh;\n  max-height: 100vh;\n  width: 75%;\n  flex-grow: 0.75;\n  max-width: 350px;\n  transition: visibility $animation-time ease-out,\n    margin $animation-time ease-out;\n  visibility: hidden;\n\n  @if $side == \"right\" {\n    margin-right: -75%;\n    right: 0;\n  } @else {\n    margin-left: -75%;\n    left: 0;\n  }\n}\n\n// Primary sidebar hides/shows at earlier widths\n@include media-breakpoint-up($breakpoint-sidebar-primary) {\n  label.sidebar-toggle.primary-toggle {\n    display: none;\n  }\n\n  input#__primary {\n    &:checked + label.overlay.overlay-primary {\n      height: 0;\n      width: 0;\n    }\n  }\n\n  .bd-sidebar-primary {\n    margin-left: 0;\n    visibility: visible;\n  }\n}\n\n.bd-sidebar-primary {\n  @include media-breakpoint-down($breakpoint-sidebar-primary) {\n    @include sliding-drawer(\"left\");\n  }\n}\n\n.bd-sidebar-secondary {\n  @include media-breakpoint-down($breakpoint-sidebar-secondary) {\n    @include sliding-drawer(\"right\");\n  }\n}\n","/**\n * Breadcrumbs for parent pages meant for the article header\n */\nul.bd-breadcrumbs {\n  list-style: none;\n  padding-left: 0;\n  display: flex;\n  flex-wrap: wrap;\n\n  // Font size slightly smaller to avoid cluttering up space too much\n  font-size: 0.8rem;\n\n  li.breadcrumb-item {\n    display: flex;\n    align-items: baseline;\n\n    // Style should look like heavier in-page links\n    // keeping visited in the default link colour\n    font-weight: bold;\n    a {\n      @include link-style-text;\n    }\n\n    // Items that aren't the home have a caret to the left\n    &:not(.breadcrumb-home):before {\n      font: var(--fa-font-solid);\n      font-size: 0.8rem;\n      content: var(--pst-breadcrumb-divider);\n      color: var(--pst-color-text-muted);\n      padding: 0 0.5rem;\n    }\n  }\n}\n","/**\n * Icon links in the navbar\n */\n\n.navbar-icon-links {\n  display: flex;\n  flex-direction: row;\n  column-gap: 1rem;\n  flex-wrap: wrap;\n\n  // Remove the padding so that we can define it with flexbox gap above\n  li.nav-item a.nav-link {\n    padding-left: 0;\n    padding-right: 0;\n    @include icon-navbar-hover;\n  }\n\n  // Spacing and centering\n  a span {\n    display: flex;\n    align-items: center;\n  }\n\n  // Icons styling\n  i {\n    &.fa-brands,\n    &.fa-regular,\n    &.fa-solid {\n      vertical-align: middle;\n      font-style: normal;\n      font-size: var(--pst-font-size-icon);\n    }\n\n    /* Social media buttons hard-code the brand color */\n    &.fa-square-twitter:before {\n      color: #55acee;\n    }\n\n    &.fa-square-gitlab:before {\n      color: #548;\n    }\n\n    &.fa-bitbucket:before {\n      color: #0052cc;\n    }\n  }\n\n  // Force images to be icon-sized\n  img.icon-link-image {\n    height: 1.5em;\n    border-radius: 0.2rem;\n  }\n}\n","/**\n * Logo in the navbar\n */\n\n.navbar-brand {\n  position: relative;\n  height: var(--pst-header-height);\n  max-height: var(--pst-header-height);\n  padding: 0.5rem 0;\n  width: auto;\n  margin: 0;\n  display: flex;\n  // Ensure that the logo stays the same length while other content shrinks\n  flex-shrink: 0;\n  align-items: center;\n  gap: 0.5rem;\n\n  // If there's no logo image, we use a p element w/ the site title\n  p {\n    margin-bottom: 0;\n  }\n\n  // If there's a logo, it'll be in an img block\n  img {\n    max-width: 100%;\n    height: 100%;\n    width: auto;\n  }\n\n  // remove underline from brand title on default state\n  a {\n    text-decoration: none;\n  }\n  &:hover {\n    @include link-style-hover;\n  }\n  &:visited {\n    &:hover {\n      @include link-style-hover;\n    }\n  }\n}\n","/**\n * Navigation text links in the navbar\n */\n.navbar-nav {\n  ul {\n    display: block;\n    list-style: none;\n\n    // Reduce padding of nested `ul` items a bit\n    ul {\n      padding: 0 0 0 1rem;\n    }\n  }\n\n  // Navbar links - do not have an underline by default\n  li {\n    display: flex;\n    flex-direction: column;\n\n    a {\n      display: flex;\n      align-items: center;\n      height: 100%;\n      padding-top: 0.25rem;\n      padding-bottom: 0.25rem;\n      @include link-style-text;\n    }\n  }\n\n  /**\n   * Togglable expand/collapse\n   * This is only applicable to the primary sidebar which has these checkboxes\n   */\n  .toctree-checkbox {\n    position: absolute;\n    display: none;\n  }\n\n  .toctree-checkbox {\n    ~ ul {\n      display: none;\n    }\n    ~ label i {\n      transform: rotate(0deg);\n    }\n  }\n  .toctree-checkbox:checked {\n    ~ ul {\n      display: block;\n    }\n    ~ label i {\n      transform: rotate(180deg);\n    }\n  }\n}\n\n// Don't display the `site navigation` in the header menu\n.bd-header .navbar-nav > p.sidebar-header-items__title {\n  display: none;\n}\n","/**\n * The list of in-page TOC links\n */\n.page-toc {\n  .section-nav {\n    padding-left: 0;\n    border-bottom: none;\n\n    ul {\n      padding-left: 1rem;\n    }\n  }\n\n  // override bootstrap settings\n  .nav-link {\n    font-size: var(--pst-sidebar-font-size-mobile);\n    @include media-breakpoint-up($breakpoint-sidebar-secondary) {\n      font-size: var(--pst-sidebar-font-size);\n    }\n  }\n\n  .onthispage {\n    color: var(--pst-color-text-base);\n    font-weight: var(--pst-sidebar-header-font-weight);\n    margin-bottom: 0.5rem;\n  }\n}\n","/**\n* Previous / Next navigation buttons\n**/\n.prev-next-area {\n  width: 100%;\n\n  p {\n    margin: 0 0.3em;\n    line-height: 1.3em;\n  }\n\n  i {\n    font-size: 1.2em;\n  }\n\n  a {\n    // So that buttons align with icons\n    display: flex;\n    align-items: center;\n    border: none;\n    padding: 10px;\n    max-width: 45%;\n    overflow-x: hidden;\n    color: var(--pst-color-text-muted);\n    text-decoration: none;\n\n    p.prev-next-title {\n      @include link-style-default;\n      font-weight: var(--pst-admonition-font-weight-heading);\n      font-size: 1.1em;\n    }\n\n    &:hover p.prev-next-title {\n      @include link-style-hover;\n    }\n    // Exception here - keep visited in the default link colour\n    // it still should hover on the default link hover colour\n    &:visited p.prev-next-title {\n      color: var(--pst-color-link);\n      &:hover {\n        color: var(--pst-color-link-hover);\n      }\n    }\n\n    .prev-next-info {\n      flex-direction: column;\n      margin: 0 0.5em;\n\n      .prev-next-subtitle {\n        text-transform: capitalize;\n      }\n    }\n\n    &.left-prev {\n      float: left;\n    }\n\n    &.right-next {\n      float: right;\n\n      div.prev-next-info {\n        text-align: right;\n      }\n    }\n  }\n}\n","/**\n * Search field\n **/\n.bd-search {\n  position: relative;\n  padding-left: 0.5rem;\n  gap: 0.5rem;\n  background-color: var(--pst-color-background);\n  border-radius: $admonition-border-radius;\n  border: 1px solid var(--pst-color-border);\n  color: var(--pst-color-text-base);\n\n  // Background should always be same color regardless of active or not\n  &:active {\n    background-color: var(--pst-color-background);\n    color: var(--pst-color-text-muted);\n  }\n\n  .icon {\n    position: absolute;\n    color: var(--pst-color-border);\n    left: 25px;\n  }\n\n  .fa-solid.fa-magnifying-glass {\n    position: absolute;\n    left: calc((2.5rem - 0.7em) / 2);\n    color: var(--pst-color-text-muted);\n  }\n\n  input {\n    // Inner-text of the search bar\n    &::placeholder {\n      color: var(--pst-color-text-muted);\n    }\n\n    // Remove the little \"x\" that pops up when you start typing\n    &::-webkit-search-cancel-button,\n    &::-webkit-search-decoration {\n      -webkit-appearance: none;\n      appearance: none;\n    }\n  }\n\n  // Shows off the keyboard shortcuts for the button\n  .search-button__kbd-shortcut {\n    display: flex;\n    position: absolute;\n    right: 0.5rem;\n    color: var(--pst-color-border);\n  }\n}\n\n.form-control {\n  background-color: var(--pst-color-background);\n  color: var(--pst-color-text-base);\n\n  &:focus,\n  &:focus-visible {\n    border: none;\n    box-shadow: none;\n    outline: 3px solid var(--pst-color-accent);\n    background-color: var(--pst-color-background);\n    color: var(--pst-color-text-muted);\n  }\n}\n\n/**\n * Search button - located in the navbar\n */\n\n// Search link icon should be a bit bigger since it is separate from icon links\n.search-button {\n  display: flex;\n  align-items: center;\n  align-content: center;\n  color: var(--pst-color-text-muted);\n  // Needed to match other icons hover\n  padding: 0 0 0.25rem 0;\n  border-radius: 0;\n  @include icon-navbar-hover;\n  @include focus-indicator;\n\n  i {\n    font-size: 1.3rem;\n  }\n}\n\n// __search-container will only show up when we use the search pop-up bar\n.search-button__search-container,\n.search-button__overlay {\n  display: none;\n}\n.search-button__wrapper.show {\n  .search-button__search-container {\n    display: flex;\n    // Center in middle of screen just underneath header\n    position: fixed;\n    z-index: $zindex-modal;\n    top: 30%;\n    left: 50%;\n    transform: translate(-50%, -50%);\n    right: 1rem;\n    margin-top: 0.5rem;\n    width: 90%;\n    max-width: 800px;\n  }\n\n  .search-button__overlay {\n    display: flex;\n    position: fixed;\n    z-index: $zindex-modal-backdrop;\n    background-color: black;\n    opacity: 0.5;\n    width: 100%;\n    height: 100%;\n    top: 0px;\n    left: 0px;\n  }\n\n  form.bd-search {\n    flex-grow: 1;\n    padding-top: 0;\n    padding-bottom: 0;\n  }\n\n  // Font and input text a bit bigger\n  svg,\n  input {\n    font-size: var(--pst-font-size-icon);\n  }\n}\n\n/**\n * The search button component that looks like a field.\n * Lives at components/search-button-field.html\n */\n.search-button-field {\n  display: inline-flex;\n  align-items: center;\n  border: var(--pst-color-border) solid 1px;\n  border-radius: 1.5em;\n  color: var(--pst-color-text-muted);\n  padding: 0.5em;\n  background-color: var(--pst-color-surface);\n\n  &:hover {\n    border: 2px solid var(--pst-color-link-hover);\n  }\n  &:focus-visible {\n    border: 2px solid var(--pst-color-accent);\n  }\n\n  // The keyboard shotcut text\n  .search-button__default-text {\n    font-size: var(--bs-nav-link-font-size);\n    font-weight: var(--bs-nav-link-font-weight);\n    margin-right: 0.5em;\n    margin-left: 0.5em;\n  }\n\n  .kbd-shortcut__modifier {\n    font-size: 0.75em;\n  }\n\n  // Ensures that all the text lines up in the middle\n  > * {\n    align-items: center;\n  }\n\n  // Only the icon should be visible on narrow screens\n  > :not(svg) {\n    display: none;\n\n    @include media-breakpoint-up(lg) {\n      display: flex;\n    }\n  }\n}\n","/**\n * The 'Hide Search Matches' button.\n * This only shows up when a person lands on a page after clicking a search result.\n * Clicking it removes the highlighting of the search term from the page.\n * We want it to behave like a button.\n */\ndiv#searchbox {\n  // Leave `#searchbox` rules empty so that it doesn't show at all when it is empty\n  p.highlight-link {\n    margin: 1rem 0;\n    width: fit-content;\n\n    // A bit more margin on wide screens to mimic article behavior\n    @include media-breakpoint-up($breakpoint-sidebar-secondary) {\n      margin-left: 2rem;\n    }\n\n    // Put outer shadow on this one so that we can darken the link w/ an inner shadow\n    @include box-shadow();\n\n    // Style the button to look like a Sphinx Design button\n    a {\n      border-radius: 0.25rem;\n      font-size: 1.25rem;\n      padding: 0.75rem;\n      background-color: var(--pst-color-primary);\n      color: var(--pst-color-primary-text);\n      text-decoration: none;\n\n      // The box shadow is inset so that it darkens the button on hover\n      transition: box-shadow 0.25s ease-out;\n      &:hover {\n        box-shadow: inset 0px 0px 50px 50px rgba(0, 0, 0, 0.25);\n      }\n\n      &:before {\n        content: var(--pst-icon-search-minus);\n        color: unset;\n        font: var(--fa-font-solid);\n        margin-right: 0.5rem;\n      }\n    }\n  }\n}\n","/*********************************************\n* SASS Mixins\n*********************************************/\n\n/**\n * A consistent box shadow style we apply across elements.\n */\n@mixin box-shadow() {\n  box-shadow: 0 0.2rem 0.5rem var(--pst-color-shadow),\n    0 0 0.0625rem var(--pst-color-shadow) !important;\n}\n\n/**\n   * Set background of some cell outputs to white-ish to make sure colors work\n   * This is because many libraries make output that only looks good on white\n   */\n@mixin cell-output-background {\n  color: var(--pst-color-on-background);\n  background-color: var(--pst-color-text-base);\n  border-radius: 0.25rem;\n  padding: 0.5rem;\n}\n","/**\n * Light/dark theme switcher\n */\n\n.theme-switch-button {\n  // overide bootstrap settings\n  margin: 0 -0.5rem;\n  padding: 0; // We pad the `span` not the container\n  color: var(--pst-color-text-muted);\n  border-radius: 0;\n  @include focus-indicator;\n\n  span {\n    display: none;\n    padding: 0.5em;\n\n    @include icon-navbar-hover;\n    &:active {\n      text-decoration: none;\n      color: var(--pst-color-link-hover);\n    }\n  }\n}\n\nhtml[data-mode=\"auto\"] .theme-switch-button span[data-mode=\"auto\"] {\n  display: flex;\n}\nhtml[data-mode=\"light\"] .theme-switch-button span[data-mode=\"light\"] {\n  display: flex;\n}\nhtml[data-mode=\"dark\"] .theme-switch-button span[data-mode=\"dark\"] {\n  display: flex;\n}\n","button.btn.version-switcher__button {\n  border-color: var(--pst-color-border);\n  color: var(--pst-color-text-base);\n  // Add a margin on narrow screens to avoid feeling cramped\n  margin-bottom: 1em;\n  @include media-breakpoint-up($breakpoint-sidebar-primary) {\n    margin-bottom: unset;\n  }\n\n  @include link-style-hover;\n  @include focus-indicator;\n  &:active {\n    color: var(--pst-color-text-base);\n    border-color: var(--pst-color-border);\n  }\n}\n\n.version-switcher__menu {\n  border-color: var(--pst-color-border);\n  border-radius: var(--bs-dropdown-border-radius);\n\n  a.list-group-item {\n    background-color: var(--pst-color-on-background);\n    color: var(--pst-color-text-base);\n    padding: 0.75rem 1.25rem;\n\n    &:not(:last-child) {\n      border-bottom: 1px solid var(--pst-color-border);\n    }\n    @include link-style-hover;\n    &:hover {\n      background-color: var(--pst-color-surface);\n    }\n    &.active {\n      @include link-sidebar-current;\n      position: relative;\n      z-index: 1;\n\n      span:before {\n        content: \"\";\n        width: 100%;\n        height: 100%;\n        position: absolute;\n        z-index: -1;\n        left: 0;\n        top: 0;\n      }\n    }\n  }\n}\n\n// Font behavior on mobile\nbutton.version-switcher__button,\n.version-switcher__menu {\n  font-size: 1.1em; // A bit smaller than other menu font\n  z-index: $zindex-modal; // higher than the sidebars\n  @include media-breakpoint-up($breakpoint-sidebar-primary) {\n    font-size: unset;\n  }\n}\n","/* Collapsing of the TOC sidebar while scrolling */\n/* Nav: hide second level (shown on .active) */\n\nnav.page-toc {\n  // A little extra space before the buttons\n  margin-bottom: 1rem;\n}\n\n.bd-toc .nav,\n.list-caption {\n  .nav {\n    display: none;\n\n    // So we can manually specify a level as visible in the config\n    &.visible {\n      display: block;\n    }\n  }\n\n  > .active > ul {\n    display: block;\n  }\n}\n\n// Each entry of the in-page TOC\n.toc-entry {\n  display: block;\n  a > code {\n    color: var(--pst-color-text-muted);\n  }\n\n  a.nav-link {\n    display: block;\n    padding: 0.125rem 0;\n\n    // Padding w/ negative margin so the top TOC item highlight overlaps w/ the TOC border\n    padding-left: 1rem;\n    margin-left: -1rem;\n\n    @include link-sidebar;\n\n    &.active {\n      @include link-sidebar-current;\n      background-color: transparent;\n\n      &:hover {\n        color: var(--pst-color-link-hover);\n      }\n    }\n  }\n}\n","div.versionadded,\ndiv.versionchanged,\ndiv.deprecated {\n  vertical-align: middle;\n  margin: 1.5625em auto;\n  padding: 0 0.6rem 0 0.6rem;\n  overflow: hidden;\n  page-break-inside: avoid;\n  border-left: 0.2rem solid;\n  border-color: var(--pst-color-info);\n  border-radius: $admonition-border-radius;\n  background-color: var(--pst-color-on-background);\n  @include box-shadow();\n  position: relative;\n\n  > p {\n    margin-bottom: 0.6rem;\n    margin-top: 0.6rem;\n  }\n}\n\ndiv.versionadded {\n  border-color: var(--pst-color-success);\n  background-color: var(--pst-color-success-bg);\n}\n\ndiv.versionchanged {\n  border-color: var(--pst-color-warning);\n  background-color: var(--pst-color-warning-bg);\n}\n\ndiv.deprecated {\n  border-color: var(--pst-color-danger);\n  background-color: var(--pst-color-danger-bg);\n}\n\nspan.versionmodified {\n  font-weight: 600;\n\n  &:before {\n    margin-right: 0.6rem;\n    color: var(--pst-color-info);\n    font: var(--fa-font-solid);\n    content: var(--pst-icon-versionmodified-default);\n  }\n}\n\nspan.versionmodified.added {\n  &:before {\n    color: var(--pst-color-success);\n    content: var(--pst-icon-versionmodified-added);\n  }\n}\n\nspan.versionmodified.changed {\n  &:before {\n    color: var(--pst-color-warning);\n    content: var(--pst-icon-versionmodified-changed);\n  }\n}\n\nspan.versionmodified.deprecated {\n  &:before {\n    color: var(--pst-color-danger);\n    content: var(--pst-icon-versionmodified-deprecated);\n  }\n}\n",".sidebar-indices-items {\n  display: flex;\n  flex-direction: column;\n  border-top: 1px solid var(--pst-color-border);\n\n  @include media-breakpoint-up($breakpoint-sidebar-primary) {\n    border-top: none;\n  }\n\n  .sidebar-indices-items__title {\n    font-weight: var(--pst-sidebar-header-font-weight);\n    font-size: var(--pst-sidebar-header-font-size);\n    color: var(--pst-color-text-base);\n    margin-bottom: 0.5rem;\n  }\n\n  ul.indices-link {\n    margin-right: -1rem;\n    list-style: none;\n    padding: 0;\n\n    li > a {\n      display: block;\n      padding: 0.25rem 0;\n      color: var(--pst-color-text-muted);\n\n      &:hover {\n        color: var(--pst-color-primary);\n        text-decoration: none;\n        background-color: transparent;\n      }\n    }\n  }\n}\n",".bd-sidebar-primary div#rtd-footer-container {\n  position: sticky;\n  bottom: -1rem;\n  margin: -1rem; // ignore sidebar padding\n\n  .rst-versions.rst-badge {\n    position: unset;\n    font-size: 0.9em;\n    font-family: var(--pst-font-family-base);\n    max-width: unset;\n\n    .rst-current-version {\n      display: flex;\n      align-items: center;\n      gap: 0.2rem;\n      height: 2.5rem;\n      transition: background-color 0.2s ease-out;\n      background-color: var(--pst-color-background);\n      color: var(--pst-color-success);\n      border-top: 1px solid var(--pst-color-border);\n    }\n\n    .fa.fa-book {\n      color: var(--pst-color-text-muted);\n      margin-right: auto;\n\n      &::after {\n        color: var(--pst-color-text-base);\n        content: \"Read The Docs\";\n        font-family: var(--pst-font-family-base);\n        font-weight: var(--pst-admonition-font-weight-heading);\n      }\n    }\n    .fa.fa-caret-down {\n      color: var(--pst-color-text-muted);\n    }\n  }\n\n  .rst-versions.rst-badge.shift-up {\n    .rst-current-version {\n      border-bottom: 1px solid var(--pst-color-border);\n    }\n  }\n\n  .rst-other-versions {\n    background-color: var(--pst-color-surface);\n    color: var(--pst-color-text-base);\n\n    dl {\n      dd a {\n        color: var(--pst-color-text-muted);\n      }\n    }\n\n    hr {\n      background-color: var(--pst-color-border);\n    }\n\n    small a {\n      color: var(--pst-color-link);\n    }\n\n    input {\n      padding-left: 0.5rem;\n      border: 1px solid var(--pst-color-border);\n      background-color: var(--pst-color-surface);\n    }\n  }\n}\n","/**\n * Admonitions and blocks of styled content.\n * Admonitions CSS originally inspired by https://squidfunk.github.io/mkdocs-material/getting-started/\n */\n$admonition-border-radius: 0.25rem;\ndiv.admonition,\n.admonition {\n  margin: 1.5625em auto;\n  padding: 0 0.6rem 0.8rem 0.6rem;\n  overflow: hidden;\n  page-break-inside: avoid;\n  border-left: 0.2rem solid;\n  border-color: var(--pst-color-info);\n  border-radius: $admonition-border-radius;\n  background-color: var(--pst-color-on-background);\n  @include box-shadow();\n\n  // Last item should have no spacing since we'll control that w/ padding\n  *:last-child {\n    margin-bottom: 0;\n  }\n\n  // Items after the title should be indented\n  p.admonition-title ~ * {\n    margin-left: 1.4rem;\n    margin-right: 1.4rem;\n  }\n\n  // Lists need to have left margin so they don't spill into it\n  > ol,\n  > ul {\n    margin-left: 1em;\n  }\n\n  // Defaults for all admonitions\n  > .admonition-title {\n    margin: 0 -0.6rem;\n    padding: 0.4rem 0.6rem 0.4rem 2rem;\n    font-weight: var(--pst-admonition-font-weight-heading);\n    position: relative;\n    @include legacy-backdrop-placeholder;\n    background-color: var(--pst-color-info-bg);\n    // now that we use solid colors we want the title on top\n    z-index: 1;\n\n    &:after {\n      position: absolute;\n      left: 0.5rem;\n      width: 1rem;\n      height: 1rem;\n      color: var(--pst-color-info);\n      font: var(--fa-font-solid);\n      line-height: inherit;\n      content: var(--pst-icon-admonition-default);\n      opacity: 1;\n    }\n\n    // Next element after title needs some extra upper-space\n    + * {\n      margin-top: 0.4em;\n    }\n  }\n\n  &.attention {\n    border-color: var(--pst-color-attention);\n    > .admonition-title {\n      background-color: var(--pst-color-attention-bg);\n\n      &:after {\n        color: var(--pst-color-attention);\n        content: var(--pst-icon-admonition-attention);\n      }\n    }\n  }\n\n  &.caution {\n    border-color: var(--pst-color-warning);\n    > .admonition-title {\n      background-color: var(--pst-color-warning-bg);\n\n      &:after {\n        color: var(--pst-color-warning);\n        content: var(--pst-icon-admonition-caution);\n      }\n    }\n  }\n\n  &.warning {\n    border-color: var(--pst-color-warning);\n    > .admonition-title {\n      background-color: var(--pst-color-warning-bg);\n\n      &:after {\n        color: var(--pst-color-warning);\n        content: var(--pst-icon-admonition-warning);\n      }\n    }\n  }\n\n  &.danger {\n    border-color: var(--pst-color-danger);\n    > .admonition-title {\n      background-color: var(--pst-color-danger-bg);\n\n      &:after {\n        color: var(--pst-color-danger);\n        content: var(--pst-icon-admonition-danger);\n      }\n    }\n  }\n\n  &.error {\n    border-color: var(--pst-color-danger);\n    > .admonition-title {\n      background-color: var(--pst-color-danger-bg);\n\n      &:after {\n        color: var(--pst-color-danger);\n        content: var(--pst-icon-admonition-error);\n      }\n    }\n  }\n\n  &.hint {\n    border-color: var(--pst-color-success);\n    > .admonition-title {\n      background-color: var(--pst-color-success-bg);\n\n      &:after {\n        color: var(--pst-color-success);\n        content: var(--pst-icon-admonition-hint);\n      }\n    }\n  }\n\n  &.tip {\n    border-color: var(--pst-color-success);\n    > .admonition-title {\n      background-color: var(--pst-color-success-bg);\n\n      &:after {\n        color: var(--pst-color-success);\n        content: var(--pst-icon-admonition-tip);\n      }\n    }\n  }\n\n  &.important {\n    border-color: var(--pst-color-attention);\n    > .admonition-title {\n      background-color: var(--pst-color-attention-bg);\n\n      &:after {\n        color: var(--pst-color-attention);\n        content: var(--pst-icon-admonition-important);\n      }\n    }\n  }\n\n  &.note {\n    border-color: var(--pst-color-info);\n    > .admonition-title {\n      background-color: var(--pst-color-info-bg);\n\n      &:after {\n        color: var(--pst-color-info);\n        content: var(--pst-icon-admonition-note);\n      }\n    }\n  }\n\n  &.seealso {\n    border-color: var(--pst-color-success);\n    > .admonition-title {\n      background-color: var(--pst-color-success-bg);\n\n      &:after {\n        color: var(--pst-color-success);\n        content: var(--pst-icon-admonition-seealso);\n      }\n    }\n  }\n\n  &.admonition-todo {\n    border-color: var(--pst-color-secondary);\n    > .admonition-title {\n      background-color: var(--pst-color-secondary-bg);\n\n      &:after {\n        color: var(--pst-color-secondary);\n        content: var(--pst-icon-admonition-todo);\n      }\n    }\n  }\n\n  /**\n   * Special-case for a `sidebar` class that makes the admonition float to\n   * the right like the {sidebar} directive.\n   */\n  &.sidebar {\n    max-width: 40%;\n    float: right;\n    clear: both;\n    margin-left: 0.5rem;\n    margin-top: 0;\n\n    // Undo the .sidebar directive border\n    border-width: 0 0 0 0.2rem;\n\n    // TODO: these semantic-color-names border-color rules might no longer be\n    //       needed when we drop support for Sphinx 4 / docutils 0.17\n    &.attention,\n    &.important {\n      border-color: var(--pst-color-attention);\n    }\n\n    &.caution,\n    &.warning {\n      border-color: var(--pst-color-warning);\n    }\n\n    &.danger,\n    &.error {\n      border-color: var(--pst-color-danger);\n    }\n\n    &.hint,\n    &.tip,\n    &.seealso {\n      border-color: var(--pst-color-success);\n    }\n\n    &.note,\n    &.todo {\n      border-color: var(--pst-color-info);\n    }\n\n    // No inner margin since we have less horizontal space w/ the sidebar\n    p.admonition-title ~ * {\n      margin-left: 0rem;\n      margin-right: 0rem;\n    }\n  }\n}\n\n/**************************************************************\n * Similar content blocks that are not technically admonitions.\n */\n\n/**\n * Topics and the {contents} directive\n */\n// Docutils <= 0.17\ndiv.topic,\ndiv.topic.contents,\n// Docutils >= 0.18\nnav.contents,\naside.topic {\n  display: flex;\n  flex-direction: column;\n  background-color: var(--pst-color-surface);\n  border-color: var(--pst-color-border);\n  border-radius: $admonition-border-radius;\n  padding: 1rem 1.25rem;\n  @include box-shadow();\n\n  .topic-title {\n    margin: 0 0 0.5rem 0;\n  }\n\n  // Over-ride text color to ensure enough contrast\n  p {\n    color: var(--pst-color-on-surface) !important;\n  }\n\n  // Over-ride large default padding\n  ul.simple {\n    padding-left: 1rem;\n\n    ul {\n      // So that sub-lists will have a bit less padding\n      padding-left: 2em;\n    }\n  }\n}\n\n/**\n * Sidebar directive\n */\naside.sidebar {\n  border: 1px solid var(--pst-color-border);\n  background-color: var(--pst-color-surface);\n  border-radius: $admonition-border-radius;\n  // to match the admonition-styled sidebars:\n  margin-left: 0.5rem;\n  padding: 0;\n  > *:last-child {\n    padding-bottom: 1rem;\n  }\n\n  p.sidebar-title {\n    position: relative;\n    margin-bottom: 0;\n    padding-top: 0.5rem;\n    padding-bottom: 0.5rem;\n    border-bottom: 1px solid var(--pst-color-border);\n    font-family: var(--pst-font-family-heading);\n    font-weight: var(--pst-admonition-font-weight-heading);\n  }\n\n  // Add margin to the first non-`.sidebar-title` item\n  > *:not(.sidebar-title):first-child,\n  > p.sidebar-title + * {\n    margin-top: 1rem;\n  }\n\n  > * {\n    padding-left: 1rem;\n    padding-right: 1rem;\n  }\n}\n\n/**\n * Rubrics look kind of like section headers\n */\np.rubric {\n  display: flex;\n  flex-direction: column;\n}\n\n/**\n * Seealso is kind of like a vertically-collapsed admonition\n */\n.seealso dd {\n  margin-top: 0;\n  margin-bottom: 0;\n}\n","/**\n * Miscellaneous color functions and mixins\n**/\n\n// loading the math module\n@use \"sass:math\";\n\n// We must add ::before pseudo-element to some theme components (such as admonitions)\n// because users were instructed to customize the background color this way.\n@mixin legacy-backdrop-placeholder {\n  &:before {\n    content: \"\";\n    width: 100%;\n    height: 100%;\n    position: absolute;\n    left: 0;\n    top: 0;\n    z-index: -1;\n    // So that hovering over the text within background is still possible.\n    // Otherwise the background overlays the text and you cannot click or select easily.\n    // ref: https://developer.mozilla.org/en-US/docs/Web/CSS/pointer-events\n    pointer-events: none;\n  }\n}\n\n/**\n* Function to get items from nested maps\n*/\n// @param {Map} $map - Map\n// @param {Arglist} $keys - Keys to fetc\n// @return {*}\n@function map-deep-get($map, $keys...) {\n  @each $key in $keys {\n    $map: map-get($map, $key);\n  }\n  @return $map;\n}\n\n/**\n  * Function to check if the color needs converting to a \"color\" type\n  * if it is a string we cannot use other color manipulation functions\n  * It is used to create the sphinx-design colours as these are often interpolated\n  */\n// @param {String/Color} $color - Color definition from map\n// @return {Color} - Color type (in hex)\n@function check-color($color) {\n  @if type-of($color) == string {\n    $color: from-hex($color);\n  }\n  @return $color;\n}\n\n/**\n  * Function to convert the string representation of a color to a color type (hex)\n  */\n// @param {String} $string - String representation of a color\n@function from-hex($string) {\n  $string-lower: to-lower-case($string);\n  $r: \"\";\n  $g: \"\";\n  $b: \"\";\n  $hex: \"0\" \"1\" \"2\" \"3\" \"4\" \"5\" \"6\" \"7\" \"8\" \"9\" \"a\" \"b\" \"c\" \"d\" \"e\" \"f\";\n  $length: str-length($string);\n  $max: if($length == 4, 1, 2);\n\n  // Check for length accuracy\n  @if $length != 4 and $length != 7 {\n    @return $string;\n  }\n\n  // Loop from the second character (omitting #)\n  @for $i from 2 through $length {\n    $c: str-slice($string-lower, $i, $i);\n\n    // If wrong character, return\n    @if index($hex, $c) == null {\n      @return $string;\n    }\n\n    @if str-length($r) < $max {\n      $r: $r + $c;\n    } @else if str-length($g) < $max {\n      $g: $g + $c;\n    } @else if str-length($b) < $max {\n      $b: $b + $c;\n    }\n  }\n\n  @if $length == 4 {\n    $r: $r + $r;\n    $g: $g + $g;\n    $b: $b + $b;\n  }\n\n  @return rgb(_hex-to-dec($r), _hex-to-dec($g), _hex-to-dec($b));\n}\n\n@function _hex-to-dec($string) {\n  $hex: \"0\" \"1\" \"2\" \"3\" \"4\" \"5\" \"6\" \"7\" \"8\" \"9\" \"a\" \"b\" \"c\" \"d\" \"e\" \"f\";\n  $string: to-lower-case($string);\n  $length: str-length($string);\n\n  $dec: 0;\n  @for $i from 1 through $length {\n    $factor: 1 + (15 * ($length - $i));\n    $index: index($hex, str-slice($string, $i, $i));\n    $dec: $dec + $factor * ($index - 1);\n  }\n\n  @return $dec;\n}\n","// Style API docs from sphinx' autodoc / autosummary\n\n/*******************************************************************************\n* Styling for field lists\n*/\n\n/* grey highlighting of 'parameter' and 'returns' field */\ntable.field-list {\n  border-collapse: separate;\n  border-spacing: 10px;\n  margin-left: 1px;\n\n  th.field-name {\n    padding: 1px 8px 1px 5px;\n    white-space: nowrap;\n    background-color: var(--pst-color-surface);\n  }\n\n  /* italic font for parameter types */\n  td.field-body {\n    p {\n      font-style: italic;\n\n      > strong {\n        font-style: normal;\n      }\n    }\n\n    /* reduced space around parameter description */\n    blockquote {\n      border-left: none;\n      margin: 0em 0em 0.3em;\n      padding-left: 30px;\n    }\n  }\n}\n\n/*******************************************************************************\n* Styling for autosummary tables\n*/\n\n.table.autosummary {\n  // The first column (with the signature) should not wrap\n  td:first-child {\n    white-space: nowrap;\n  }\n}\n\n/* overriding basic.css to use our own monospace font */\n.sig {\n  font-family: var(--pst-font-family-monospace);\n}\n\n/* C++ specific styling - overriding the basic.css to avoid custom colors*/\n\n.sig-inline.c-texpr,\n.sig-inline.cpp-texpr {\n  font-family: unset;\n}\n\n.sig.c .k,\n.sig.c .kt,\n.sig.cpp .k,\n.sig.cpp .kt {\n  color: var(--pst-color-text-base);\n}\n\n.sig.c .m,\n.sig.cpp .m {\n  color: var(--pst-color-text-base);\n}\n\n.sig.c .s,\n.sig.c .sc,\n.sig.cpp .s,\n.sig.cpp .sc {\n  color: var(--pst-color-text-base);\n}\n\n// addition\n\n// .sig.c .sig-name .n,\n// .sig.cpp .sig-name .n {\n//   color: var(--pst-color-inline-code);\n// }\n\n.sig-name {\n  color: var(--pst-color-inline-code);\n}\n\n.sig-param .o,\n.sig-param .default_value {\n  color: var(--pst-color-text-muted);\n  font-weight: normal;\n}\n\n// change target color for dark theme\ndt:target,\nspan.highlighted {\n  background-color: var(--pst-color-target);\n}\n\n.viewcode-back {\n  font-family: var(--pst-font-family-base);\n}\n\n.viewcode-block:target {\n  border-top: 1px solid var(--pst-color-border);\n  border-bottom: 1px solid var(--pst-color-border);\n  position: relative;\n  background-color: var(--pst-color-target);\n}\n\n/*******************************************************************************\n* Styling for autosummary titles like \"parameters\" and \"returns\"\n*/\n\n// the API selector\n// from https://github.com/pradyunsg/furo/blob/main/src/furo/assets/styles/content/_api.sass#L6)\ndl[class]:not(.option-list):not(.field-list):not(.footnote):not(.glossary):not(.simple) {\n  //increase margin bottom after the dl elements\n  margin-bottom: 3rem;\n\n  dd {\n    margin-left: 2rem;\n\n    // Fix until this will be solved to Sphinx https://github.com/sphinx-doc/sphinx/issues/10815\n    & > dl.simple > dt {\n      display: flex;\n    }\n  }\n\n  dl.field-list {\n    display: grid;\n    grid-template-columns: unset;\n  }\n\n  dt.field-odd,\n  dt.field-even {\n    margin-top: 0.2rem;\n    margin-bottom: 0.1rem;\n    background-color: var(--pst-color-surface);\n  }\n}\n","/**\n * Code block styling\n * Note that we inherit a lot of styling from Bootstrap so not many rules here.\n */\n\n// General code block behavior\n// Unset bootstrap behavior\ndiv[class*=\"highlight-\"],\ndiv.highlight,\ndiv.literal-block-wrapper {\n  display: flex;\n  flex-direction: column;\n  width: unset;\n  border-radius: $admonition-border-radius;\n}\n\n// Code blocks with captions\n// There's a wrapper when the code block has a title\ndiv.literal-block-wrapper {\n  border: 1px solid var(--pst-color-border);\n  border-radius: $admonition-border-radius;\n\n  // This is where the title goes\n  div.code-block-caption {\n    margin: 0;\n    border-bottom: 1px solid var(--pst-color-border);\n    padding: 0.5rem;\n    font-size: 1rem;\n    font-weight: var(--pst-font-weight-caption);\n\n    a.headerlink {\n      font-size: inherit;\n    }\n  }\n\n  // Remove the upper border radius since we want it to connect with the title\n  // Remove the box shadow so the wrapper gets the shadow instead\n  div[class*=\"highlight-\"] {\n    margin: 0;\n    border-radius: 0;\n    pre {\n      border: none;\n      box-shadow: none;\n    }\n  }\n}\n\n/**\n * In-line code\n */\ncode.literal {\n  padding: 0.1rem 0.25rem;\n  background-color: var(--pst-color-surface);\n  border: 1px solid var(--pst-color-border);\n  border-radius: 0.25rem;\n}\n\na > code {\n  color: var(--pst-color-inline-code-links);\n}\n\n// Fix for Sphinx's \"highlight\" directive - this is an issue with our accessible pygments theme\n// and the colour we are using for the background of the code blocks.\nhtml[data-theme=\"light\"] .highlight .nf {\n  color: #0078a1 !important;\n}\n\n// Minimum opacity needed for linenos to be WCAG AA conformant\nspan.linenos {\n  opacity: 0.8 !important;\n}\n","figure {\n  a.headerlink {\n    // So that header link doesn't push caption to be off-center.\n    position: absolute;\n    font-size: inherit;\n  }\n  // Default headerlink hover doesn't trigger on figures\n  &:hover a.headerlink {\n    visibility: visible;\n  }\n\n  figcaption {\n    font-family: var(--pst-font-family-heading);\n    font-weight: var(--pst-font-weight-caption);\n    color: var(--pst-color-text-muted);\n    margin-left: auto;\n    margin-right: auto;\n\n    table.table {\n      width: fit-content;\n      margin-left: auto;\n      margin-right: auto;\n    }\n  }\n}\n","// For consistency, add bracket around footnotes/citations which are\n// cited more than once. E.g. [Newton](1,2) instead of Newton(1,2)\ndt.label > span.brackets:not(:only-child):before {\n  content: \"[\";\n}\n\ndt.label > span.brackets:not(:only-child):after {\n  content: \"]\";\n}\n\n// Make footnote as a superscript\na.footnote-reference {\n  vertical-align: super;\n  font-size: small;\n}\n\n// Docutils 0.18 uses an `aside.footnote` container with different internal structure\naside.footnote {\n  margin-bottom: 0.5rem;\n  &:last-child {\n    margin-bottom: 1rem;\n  }\n  span.label,\n  span.backrefs {\n    font-weight: bold;\n  }\n\n  &:target {\n    background-color: var(--pst-color-target);\n  }\n}\n","/**\n * Hacky fixes that don't fit cleanly into other sections\n */\n\n// Ensure user highlighting/selecting behaves properly\n// From https://stackoverflow.com/a/34372191\ntable.highlighttable td.linenos,\nspan.linenos,\ndiv.doctest > div.highlight span.gp {\n  /* gp: Generic.Prompt */\n  user-select: none;\n  -webkit-user-select: text; /* Safari fallback only */\n  -webkit-user-select: none; /* Chrome/Safari */\n  -moz-user-select: none; /* Firefox */\n  -ms-user-select: none; /* IE10+ */\n}\n","// Override bootstrap by restoring the basic theme default.\ndd {\n  margin-top: 3px;\n  margin-bottom: 10px;\n  margin-left: 30px;\n}\n\nol,\nul {\n  padding-inline-start: 2rem;\n  li > p:first-child {\n    margin-bottom: 0.25rem;\n    margin-top: 0.25rem;\n  }\n}\n","// GitHub blockquote style\nblockquote {\n  padding: 1em 1em;\n  color: var(--pst-color-text-muted);\n  border-left: 0.25em solid var(--pst-color-border);\n  border-radius: $admonition-border-radius;\n  position: relative;\n\n  p {\n    color: var(--pst-color-text-base);\n  }\n\n  // remove padding from included line-block to avoid duplication\n  .line-block {\n    margin: 0 0;\n  }\n\n  // remove margin bottom for the last p\n  p:last-child {\n    margin-bottom: 0;\n  }\n\n  @include legacy-backdrop-placeholder;\n  background-color: var(--pst-color-surface);\n\n  //hack to make the text in the blockquote selectable\n  &:before {\n    z-index: -1;\n  }\n}\n","/**\n * Span-level styling within content\n */\n\nspan.guilabel {\n  border: 1px solid var(--pst-color-info);\n  color: var(--pst-color-info);\n  font-size: 80%;\n  font-weight: 700;\n  border-radius: 4px;\n  padding: 2.4px 6px;\n  margin: auto 2px;\n  position: relative;\n  @include legacy-backdrop-placeholder;\n  background-color: var(--pst-color-info-bg);\n}\n\na.reference.download:before {\n  content: var(--pst-icon-download);\n  font: var(--fa-font-solid);\n  font-size: 0.8em;\n  padding: 0 0.25em;\n  color: var(--pst-color-text-muted);\n}\n","/**\n * Tables\n */\n\n// ensure table will fit in the article width and make them y-scrollable\ntable {\n  display: table;\n  overflow: auto;\n\n  // default to table-center\n  margin-left: auto;\n  margin-right: auto;\n\n  &.table-right {\n    margin-right: 0;\n  }\n\n  &.table-left {\n    margin-left: 0;\n  }\n}\n\n// customize table caption from bootstrap\n// to display them on top and centered\ntable caption {\n  text-align: center;\n  caption-side: top;\n  color: var(--pst-color-text-muted);\n}\n\n// MyST Markdown tables use these classes to control alignment\nth,\ntd {\n  &.text-align\\:left {\n    text-align: left;\n  }\n\n  &.text-align\\:right {\n    text-align: right;\n  }\n\n  &.text-align\\:center {\n    text-align: center;\n  }\n}\n\n// override bootstrap background colors\n.table {\n  --bs-table-bg: transparent;\n}\n","/**\n * Style the toctree component in pages (avoid modifying the navbars)\n */\n.toctree-wrapper {\n  p.caption {\n    font-size: 1.5em;\n    margin-bottom: 0em;\n  }\n\n  & > ul {\n    padding-left: 0;\n  }\n\n  li[class^=\"toctree-l\"] {\n    list-style: none;\n    margin-bottom: 0.2em;\n\n    & > a {\n      list-style: none;\n      font-size: 1.1em;\n    }\n\n    & > ul {\n      list-style: none;\n      padding-inline-start: 1.5em;\n    }\n  }\n\n  // slightly bigger font for l1\n  .toctree-l1 > a {\n    font-size: 1.3em;\n  }\n}\n\ndiv.topic.contents,  // Docutils <= 0.17\nnav.contents  // Docutils >= 0.18\n{\n  // Style similarly to toctree\n  ul.simple {\n    list-style: none;\n    padding-left: 0;\n  }\n}\n","/**\n * Mathematics via MathJax.\n *\n * This is designed for MathJax v3\n * ref: https://www.sphinx-doc.org/en/master/usage/extensions/math.html#module-sphinx.ext.mathjax\n */\n\n// Applies to all math elements\nspan.math,\ndiv.math {\n  align-items: center;\n  display: flex;\n  max-width: 100%;\n  // This will be over-ridden for the y-direction and divs\n  overflow: hidden;\n}\n\n// Inline-only\nspan.math {\n  display: inline-flex;\n}\n\n// Block-level only\ndiv.math {\n  gap: 0.5em;\n  // So that the eqno shows up after the equation\n  flex-direction: row-reverse;\n\n  // The equation number / link\n  span.eqno a.headerlink {\n    position: relative;\n    font-size: 1em;\n  }\n\n  // The math container\n  mjx-container {\n    flex-grow: 1;\n    padding-bottom: 0.2rem;\n    overflow: auto;\n\n    // Set height to 0 so that it does not cause scrollbars to appear\n    // ref: https://github.com/mathjax/MathJax/issues/2521\n    mjx-assistive-mml {\n      height: 0;\n    }\n  }\n}\n","/**\n * ABlog\n * ref: https://ablog.readthedocs.io/\n */\n\n/**\n * Sidebar template components\n */\n.ablog-sidebar-item {\n  h2,\n  h3 {\n    font-size: var(--pst-sidebar-header-font-size);\n    // Remove unnecessary vertical whitespace\n    margin-top: 0.5rem;\n\n    // The headers are all links, but this makes them hard to parse\n    // So we change the colors to make them look like headers\n    a {\n      color: var(--pst-color-text-base);\n    }\n  }\n\n  ul {\n    // No bullet points for the primary sidebar items\n    list-style: none;\n    padding-left: 0;\n    // Otherwise a scrollbar randomly shows up\n    overflow-y: hidden;\n    // List of recent post items\n    display: flex;\n    flex-direction: column;\n    gap: 0.5em;\n    margin-bottom: 0;\n\n    // The ablog cloud should move horizontally\n    &.ablog-cloud {\n      flex-direction: row;\n      flex-flow: wrap;\n      gap: 0.5rem;\n\n      // Vertical-align tag clouds\n      li {\n        // Center the tag cloud items\n        display: flex;\n        align-items: center;\n      }\n    }\n  }\n}\n\n/**\n * Previous / next buttons at the bottom\n */\n.ablog__prev-next {\n  font-size: 1.2em;\n  display: flex;\n  padding: 1rem 0;\n\n  // The bottom previous / next arrows\n  > span {\n    // To ensure that the whole thing fits on one line even if there are long titles\n    display: flex;\n    max-width: 45%;\n\n    // Links within each span have the collection of icon + text\n    a {\n      display: flex;\n      align-items: center;\n      margin-left: auto;\n      gap: 1rem;\n      line-height: 1.5rem;\n\n      i:before {\n        color: var(--pst-color-text-base);\n      }\n    }\n  }\n\n  // The first span is for the previous page and aligns to the left\n  span.ablog__prev {\n    i.fa-arrow-circle-left:before {\n      content: var(--pst-icon-angle-left);\n    }\n  }\n\n  // The second span is just an empty space so we remove it because we're\n  // positioning with flex\n  span.ablog__spacer {\n    display: none;\n  }\n\n  // The third span is aligned to the right\n  span.ablog__next {\n    margin-left: auto;\n    text-align: right;\n\n    i.fa-arrow-circle-right:before {\n      content: var(--pst-icon-angle-right);\n    }\n  }\n}\n\n/**\n * {postlist} directive and posts page\n */\n.ablog__collection,\n.postlist {\n  padding-left: 0;\n\n  .ablog-post {\n    list-style: none;\n\n    // Post metadata tags (author, links ,etc) should be a bit smaller\n    .ablog-archive {\n      display: flex;\n      flex-direction: row;\n      flex-wrap: wrap;\n      gap: 1rem;\n      list-style: none;\n      font-size: 0.75rem;\n      padding-left: 0;\n    }\n\n    // Title line should be a bit bigger and bold to stand out\n    .ablog-post-title {\n      margin-top: 0;\n      font-size: 1.25rem;\n\n      a {\n        font-weight: bold;\n      }\n    }\n\n    // Read more button should be a bit bigger\n    .ablog-post-expand {\n      margin-bottom: 0.5rem;\n    }\n  }\n}\n","/**\n * Special cases for Bootstrap functionality\n */\n\n// Bootstrap adds margin to their general container class. However, sphinx/docutils\n// can also generate output with the container class, but in those cases we should\n// not add the margin from bootstrap. Same for max-width.\n.docutils.container {\n  padding-left: unset;\n  padding-right: unset;\n  margin-left: unset;\n  margin-right: unset;\n  max-width: unset;\n  width: unset;\n}\n","/**\n * Sphinx Copybutton\n * ref: https://sphinx-copybutton.readthedocs.io/\n */\n\ndiv.highlight button.copybtn {\n  // Nicer spacing\n  display: flex;\n  align-items: center;\n  justify-content: center;\n\n  // Removes the button background so we more naturally blend with the code cell.\n  background-color: unset;\n\n  // Don't over-ride the success color\n  &:not(.success) {\n    color: var(--pst-color-muted);\n  }\n  border: none;\n  background-color: var(--pst-color-surface);\n\n  &:hover {\n    &:not(.success) {\n      color: var(--pst-color-text);\n      background-color: var(--pst-color-shadow);\n    }\n  }\n\n  // Tooltip styling\n  &.o-tooltip--left:after {\n    color: var(--pst-color-text);\n    background-color: var(--pst-color-surface);\n  }\n}\n","// adapt ethical ad to the theme\n#ethical-ad-placement {\n  .ethical-sidebar a,\n  .ethical-sidebar a:visited,\n  .ethical-sidebar a:hover,\n  .ethical-sidebar a:active,\n  .ethical-footer a,\n  .ethical-footer a:visited,\n  .ethical-footer a:hover,\n  .ethical-footer a:active {\n    color: var(--pst-color-text-base);\n  }\n\n  .ethical-sidebar,\n  .ethical-footer {\n    background-color: var(--pst-color-background);\n    border: 1px solid var(--pst-color-border);\n    border-radius: 5px;\n    color: var(--pst-color-text-base);\n    font-size: 14px;\n    line-height: 20px;\n  }\n}\n","/**\n * Styles for various Sphinx execution libraries.\n * For now, where these define output sections, we simply revert their background\n * to be a \"light theme\" background. This ensures that inputs/outputs behave similarly,\n * because the CSS is often controlled by each package.\n * In the future, we might add dark theme support for specific packages.\n */\n\n/******************************************************************************\n * Jupyter Sphinx\n */\n\n.bd-content div.jupyter_container {\n  // We don't want borders around the whole container, just around code cells\n  border: none;\n  background-color: unset;\n  box-shadow: none;\n\n  // Code cells should have the same style as our other code objects\n  div.output,\n  div.highlight {\n    border-radius: 0.25rem;\n  }\n  div.highlight {\n    background-color: var(--pst-color-surface);\n  }\n\n  // Ensure the style is the same as our code cells. Jupyter Sphinx makes it tiny.\n  .cell_input,\n  .cell_output {\n    border-radius: 0.25rem;\n    pre {\n      padding: 1rem;\n    }\n  }\n}\n","/**\n * Special-cases for packages in the PyData ecosystem\n */\n\n// xarray output display in bootstrap\n.xr-wrap[hidden] {\n  display: block !important;\n}\n","/*******************************************************************************\n* master color map. Only the colors that actually differ between light and dark\n* themes are specified separately.\n*\n* To see the full list of colors see https://www.figma.com/file/rUrrHGhUBBIAAjQ82x6pz9/PyData-Design-system---proposal-for-implementation-(2)?node-id=1234%3A765&t=ifcFT1JtnrSshGfi-1\n*/\n\n/**\n* Function to get items from nested maps\n*/\n// @param {Map} $map - Map\n// @param {Arglist} $keys - Keys to fetch\n// @return {*}\n@function map-deep-get($map, $keys...) {\n  @each $key in $keys {\n    $map: map-get($map, $key);\n  }\n  @return $map;\n}\n\n/* Assign base colors for the PyData theme */\n$color-palette: (\n  // Primary color\n  \"teal\":\n    (\n      \"50\": #f4fbfc,\n      \"100\": #e9f6f8,\n      \"200\": #d0ecf1,\n      \"300\": #abdde6,\n      \"400\": #3fb1c5,\n      \"500\": #0a7d91,\n      \"600\": #085d6c,\n      \"700\": #064752,\n      \"800\": #042c33,\n      \"900\": #021b1f,\n    ),\n  // Secondary color\n  \"violet\":\n    (\n      \"50\": #f4eefb,\n      \"100\": #e0c7ff,\n      \"200\": #d5b4fd,\n      \"300\": #b780ff,\n      \"400\": #9c5ffd,\n      \"500\": #8045e5,\n      \"600\": #6432bd,\n      \"700\": #4b258f,\n      \"800\": #341a61,\n      \"900\": #1e0e39,\n    ),\n  // Neutrals\n  \"gray\":\n    (\n      \"50\": #f9f9fa,\n      \"100\": #f3f4f5,\n      \"200\": #e5e7ea,\n      \"300\": #d1d5da,\n      \"400\": #9ca4af,\n      \"500\": #677384,\n      \"600\": #48566b,\n      \"700\": #29313d,\n      \"800\": #222832,\n      \"900\": #14181e,\n    ),\n  // Accent color\n  \"pink\":\n    (\n      \"50\": #fcf8fd,\n      \"100\": #fcf0fa,\n      \"200\": #f8dff5,\n      \"300\": #f3c7ee,\n      \"400\": #e47fd7,\n      \"500\": #c132af,\n      \"600\": #912583,\n      \"700\": #6e1c64,\n      \"800\": #46123f,\n      \"900\": #2b0b27,\n    ),\n  \"foundation\": (\n    \"white\": #ffffff,\n    // gray-900\n    \"black\": #14181e,\n  )\n);\n\n:root {\n  // Add theme colours to the html root element\n  @each $group-color, $color in $color-palette {\n    @each $color-name, $definition in $color {\n      --pst-#{$group-color}-#{$color-name}: #{$definition};\n    }\n  }\n}\n\n// Static SCSS variables used thoroughout the theme\n// Minimum contrast ratio used for the theme.\n// Acceptable values for WCAG 2.0 are 3, 4.5 and 7.\n// See https://www.w3.org/TR/WCAG20/#visual-audio-contrast-contrast\n// 4.5 - is for text that is 14pt or less\n$min-contrast-ratio-4: 4.5;\n// 3 is for text that is 18pt or bold, or for non-text elements\n$min-contrast-ratio-3: 3;\n\n// Customize the light and dark text colors for use in our color contrast function.\n$foundation-black: #14181e;\n$foundation-white: #ffffff;\n// This is a custom - calculated  color between gray 100 and 200 - to reduce\n// the contrast ratio (avoid a jarring effect)\n$base-light-text: #ced6dd;\n// used in sphinx_design - gray 100\n$foundation-light-gray: #f3f4f5;\n// used in sphinx_design - gray 700\n$foundation-muted-gray: #29313d;\n// used in sphinx_design - gray 800\n$foundation-dark-gray: #222832;\n\n$pst-semantic-colors: (\n  \"primary\": (\n    \"light\": #{map-deep-get($color-palette, \"teal\", \"500\")},\n    \"bg-light\": #{map-deep-get($color-palette, \"teal\", \"200\")},\n    \"dark\": #{map-deep-get($color-palette, \"teal\", \"400\")},\n    \"bg-dark\": #{map-deep-get($color-palette, \"teal\", \"800\")},\n  ),\n  \"secondary\": (\n    \"light\": #{map-deep-get($color-palette, \"violet\", \"500\")},\n    \"bg-light\": #{map-deep-get($color-palette, \"violet\", \"100\")},\n    \"dark\": #{map-deep-get($color-palette, \"violet\", \"400\")},\n    \"bg-dark\": #{map-deep-get($color-palette, \"violet\", \"800\")},\n  ),\n  \"accent\": (\n    \"light\": #{map-deep-get($color-palette, \"pink\", \"500\")},\n    \"bg-light\": #{map-deep-get($color-palette, \"pink\", \"200\")},\n    \"dark\": #{map-deep-get($color-palette, \"pink\", \"400\")},\n    \"bg-dark\": #{map-deep-get($color-palette, \"pink\", \"800\")},\n  ),\n  \"info\": (\n    \"light\": #276be9,\n    \"bg-light\": #dce7fc,\n    \"dark\": #79a3f2,\n    \"bg-dark\": #06245d,\n  ),\n  \"warning\": (\n    \"light\": #f66a0a,\n    \"bg-light\": #f8e3d0,\n    \"dark\": #ff9245,\n    \"bg-dark\": #652a02,\n  ),\n  \"success\": (\n    \"light\": #00843f,\n    \"bg-light\": #d6ece1,\n    \"dark\": #5fb488,\n    \"bg-dark\": #002f17,\n  ),\n  // This is is based on the warning color\n  \"attention\":\n    (\n      \"light\": var(--pst-color-warning),\n      \"bg-light\": var(--pst-color-warning-bg),\n      \"dark\": var(--pst-color-warning),\n      \"bg-dark\": var(--pst-color-warning-bg),\n    ),\n  \"danger\": (\n    \"light\": #d72d47,\n    \"bg-light\": #f9e1e4,\n    \"dark\": #e78894,\n    \"bg-dark\": #4e111b,\n  ),\n  \"text-base\": (\n    \"light\": #{map-deep-get($color-palette, \"gray\", \"800\")},\n    \"dark\": $base-light-text,\n  ),\n  \"text-muted\": (\n    \"light\": #{map-deep-get($color-palette, \"gray\", \"600\")},\n    \"dark\": #{map-deep-get($color-palette, \"gray\", \"400\")},\n  ),\n  \"heading-color\": (\n    \"light\": #{$foundation-white},\n    \"dark\": #{$foundation-black},\n  ),\n  \"shadow\": (\n    \"light\": rgba(0, 0, 0, 0.1),\n    \"dark\": rgba(0, 0, 0, 0.2),\n  ),\n  \"border\": (\n    \"light\": #{map-deep-get($color-palette, \"gray\", \"300\")},\n    \"dark\": #{map-deep-get($color-palette, \"gray\", \"600\")},\n  ),\n  \"border-muted\": (\n    \"light\": rgba(23, 23, 26, 0.2),\n    \"dark\": #{map-deep-get($color-palette, \"gray\", \"700\")},\n  ),\n  \"inline-code\": (\n    \"light\": #{map-deep-get($color-palette, \"pink\", \"600\")},\n    \"dark\": #{map-deep-get($color-palette, \"pink\", \"300\")},\n  ),\n  \"inline-code-links\": (\n    // need to make sure there is enough contrast against the code bg\n    \"light\": #{map-deep-get($color-palette, \"teal\", \"600\")},\n    // keep primary color for dark mode\n    \"dark\": #{map-deep-get($color-palette, \"teal\", \"400\")},\n  ),\n  \"target\": (\n    \"light\": #f3cf95,\n    \"dark\": #675c04,\n  ),\n  // DEPTH COLORS - you can see the elevation colours and shades\n  // in the Figma file https://www.figma.com/file/rUrrHGhUBBIAAjQ82x6pz9/PyData-Design-system---proposal-for-implementation-(2)?node-id=1492%3A922&t=sQeQZehkOzposYEg-1\n  // background: color of the canvas / the furthest back layer\n  \"background\":\n    (\n      \"light\": #{map-deep-get($color-palette, \"foundation\", \"white\")},\n      \"dark\": #{map-deep-get($color-palette, \"foundation\", \"black\")},\n    ),\n  // on-background: provides slight contrast against background\n  // (by use of shadows in light theme)\n  \"on-background\":\n    (\n      \"light\": #{map-deep-get($color-palette, \"foundation\", \"white\")},\n      \"dark\": #{map-deep-get($color-palette, \"gray\", \"800\")},\n    ),\n  \"surface\": (\n    \"light\": #{map-deep-get($color-palette, \"gray\", \"100\")},\n    \"dark\": #{map-deep-get($color-palette, \"gray\", \"700\")},\n  ),\n  // on_surface: object on top of surface object (without shadows)\n  \"on-surface\":\n    (\n      \"light\": #{map-deep-get($color-palette, \"gray\", \"800\")},\n      \"dark\": $foundation-light-gray,\n    ),\n);\n\n/*******************************************************************************\n* write the color rules for each theme (light/dark)\n*/\n\n/* NOTE:\n * Mixins enable us to reuse the same definitions for the different modes\n * https://sass-lang.com/documentation/at-rules/mixin\n * #{something} inserts a variable into a CSS selector or property name\n * https://sass-lang.com/documentation/interpolation\n */\n@mixin theme-colors($mode) {\n  // check if this color is defined differently for light/dark\n  @each $col-name, $definition in $pst-semantic-colors {\n    @if type-of($definition) == map {\n      @each $key, $val in $definition {\n        @if str-index($key, $mode) != null {\n          // since now we define the bg colours in the semantic colours and not\n          // by changing opacity, we need to check if the key contains bg and the\n          // correct mode (light/dark)\n          @if str-index($key, \"bg\") != null {\n            --pst-color-#{$col-name}-bg: #{$val};\n          } @else {\n            --pst-color-#{$col-name}: #{$val};\n          }\n        }\n      }\n    } @else {\n      --pst-color-#{$col-name}: #{$definition};\n    }\n  }\n\n  // assign the \"duplicate\" colors (ones that just reference other variables)\n  & {\n    --pst-color-link: var(--pst-color-primary);\n    --pst-color-link-hover: var(--pst-color-secondary);\n  }\n  // adapt to light/dark-specific content\n  @if $mode == \"light\" {\n    .only-dark,\n    .only-dark ~ figcaption {\n      display: none !important;\n    }\n  } @else {\n    .only-light,\n    .only-light ~ figcaption {\n      display: none !important;\n    }\n    /* Adjust images in dark mode (unless they have class .only-dark or\n     * .dark-light, in which case assume they're already optimized for dark\n     * mode).\n     */\n    img:not(.only-dark):not(.dark-light) {\n      filter: brightness(0.8) contrast(1.2);\n    }\n    /* Give images a light background in dark mode in case they have\n    *  transparency and black text (unless they have class .only-dark or .dark-light, in\n    *  which case assume they're already optimized for dark mode).\n    */\n    .bd-content img:not(.only-dark):not(.dark-light) {\n      background: rgb(255, 255, 255);\n      border-radius: 0.25rem;\n    }\n    // MathJax SVG outputs should be filled to same color as text.\n    .MathJax_SVG * {\n      fill: var(--pst-color-text-base);\n    }\n  }\n}\n\n/* Defaults to light mode if data-theme is not set */\nhtml:not([data-theme]) {\n  @include theme-colors(\"light\");\n}\n\n/* NOTE: @each {...} is like a for-loop\n * https://sass-lang.com/documentation/at-rules/control/each\n */\n@each $mode in (light, dark) {\n  html[data-theme=\"#{$mode}\"] {\n    @include theme-colors($mode);\n    color-scheme: $mode;\n  }\n}\n\n// assign classes too, for runtime use of theme colors\n@each $col-name, $definition in $pst-semantic-colors {\n  .pst-color-#{$col-name} {\n    color: var(--pst-color-#{$col-name});\n  }\n}\n","/*******************************************************************************\n * Special-cases for the sphinx-design library, mainly to make it compatible\n * with the dark/light themes of pydata-sphinx-theme.\n *\n * NOTE: sphinx-design uses !important quite liberally, so here we must do the\n * same for our overrides to have any effect.\n */\n@use \"../variables/color\" as pst-color;\n@use \"sass:meta\";\n@use \"sass:color\";\n\n/*******************************************************************************\n  * Color and variables\n  *\n  * This is a list of the semantic color names from sphinx-design (we only\n  * need to override variables that sphinx-design has actually defined).\n  * https://github.com/executablebooks/sphinx-design/blob/9226a12a/style/_colors.scss#L31-L43\n  */\n$sd-semantic-color-names: (\n  \"primary\",\n  \"secondary\",\n  \"success\",\n  \"info\",\n  \"warning\",\n  \"danger\",\n  \"light\",\n  \"muted\",\n  \"dark\",\n  \"black\",\n  \"white\"\n);\n\n/**\n  * Here we create some extra --pst-color-* variables and use\n  * them to override the value of the corresponding sphinx-design variables.\n  * This is easier than re-writing the sphinx-design rules. Even easier would be\n  * directly assigning our values to the --sd-color-* variables, but then our\n  * downstream users couldn't override *our* colors and have it affect buttons\n  * and badges.\n  *\n  * First, define the extra keys needed to cover the full range of semantic\n  * color names used in sphinx-design, then merge them with the names we\n  * already define for our own needs.\n  * see https://sphinx-design.readthedocs.io/en/latest/css_variables.html\n  */\n$extra-semantic-colors: (\n  \"white\": $foundation-white,\n  \"light\": (\n    light: $foundation-light-gray,\n    bg-light: color.scale($foundation-light-gray, $lightness: 30%),\n    dark: $foundation-light-gray,\n    bg-dark: color.scale($foundation-light-gray, $lightness: -30%),\n  ),\n  \"muted\": (\n    light: $foundation-muted-gray,\n    bg-light: color.scale($foundation-muted-gray, $lightness: 30%),\n    dark: $foundation-light-gray,\n    bg-dark: color.scale($foundation-muted-gray, $lightness: -30%),\n  ),\n  \"dark\": $foundation-dark-gray,\n  \"black\": $foundation-black,\n);\n\n$all-colors: map-merge($pst-semantic-colors, $extra-semantic-colors);\n\n@mixin create-sd-colors($value, $name) {\n  // define the pst variables, so that downstream user overrides will work\n  --pst-color-#{$name}: #{$value};\n  // we are now using a11y-combination to calculate the text color - this is based\n  // on the WCAG color contrast guidelines\n  --pst-color-#{$name}-text: #{a11y-combination($value)};\n  //TODO: highlight seems to be used for buttons @trallard to fix on a11y follow-up work\n  --pst-color-#{$name}-highlight: #{darken($value, 15%)};\n  // override the sphinx-design variables\n  --sd-color-#{$name}: var(--pst-color-#{$name});\n  --sd-color-#{$name}-text: var(--pst-color-#{$name}-text);\n  //TODO: highlight seems to be used for buttons @trallard to fix on a11y follow-up work\n  --sd-color-#{$name}-highlight: var(--pst-color-#{$name}-highlight);\n}\n\n// Now we override the --sd-color-* variables.\n@each $mode in (light, dark) {\n  html[data-theme=\"#{$mode}\"] {\n    // check if this color is defined differently for light/dark\n    @each $name in $sd-semantic-color-names {\n      $definition: map-get($all-colors, $name);\n      @if type-of($definition) == map {\n        @each $key, $value in $definition {\n          @if str-index($key, $mode) != null {\n            // since now we define the bg colours in the semantic colours and not\n            // by changing opacity, we need to check if the key contains bg and the\n            // correct mode (light/dark)\n            @if str-index($key, \"bg\") != null {\n              --sd-color-#{$name}-bg: #{$value};\n              // create local variable\n              $bg-var: --sd-color-#{$name}-bg;\n              $value: check-color($value);\n              --sd-color-#{$name}-bg-text: #{a11y-combination($value)};\n            } @else {\n              $value: check-color($value);\n              @include create-sd-colors($value, $name);\n            }\n          }\n        }\n      } @else {\n        $value: map-get($all-colors, $name);\n        @include create-sd-colors($value, $name);\n      }\n    }\n  }\n}\n\n// Make sure the color border variables are set using our variables\n@each $mode in (light, dark) {\n  html[data-theme=\"#{$mode}\"] {\n    --sd-color-card-border: var(--pst-color-border);\n  }\n}\n\n/*******************************************************************************\n  * shadows\n  */\nhtml[data-theme=\"light\"] {\n  .sd-shadow-xs,\n  .sd-shadow-sm,\n  .sd-shadow-md,\n  .sd-shadow-lg {\n    @include box-shadow();\n  }\n}\n\n/*******************************************************************************\n  * cards\n  */\n\n.bd-content .sd-card {\n  border: 1px solid var(--pst-color-border);\n\n  // TODO - --pst-color-panel-background is not defined... where is this coming from?\n  .sd-card-header {\n    background-color: var(--pst-color-panel-background);\n    border-bottom: 1px solid var(--pst-color-border);\n  }\n  .sd-card-footer {\n    background-color: var(--pst-color-panel-background);\n    border-top: 1px solid var(--pst-color-border);\n  }\n\n  .sd-card-body {\n    background-color: var(--pst-color-panel-background);\n  }\n}\n/*******************************************************************************\n  * tabs\n  */\n\n.bd-content .sd-tab-set {\n  > input {\n    // Active tab label\n    &:checked + label {\n      border-color: transparent transparent var(--pst-color-primary); // top LR bottom\n      color: var(--pst-color-primary);\n    }\n\n    // Hover label\n    &:not(:checked) + label:hover {\n      border-color: var(--pst-color-secondary);\n      color: var(--pst-color-secondary);\n    }\n  }\n\n  // Tab label\n  > label {\n    color: var(--pst-color-text-muted);\n    border-top: 0.125rem solid transparent; // so hover isn't just color change\n    padding-top: 0.5em; // same as bottom padding, so hover overline looks OK\n    // Hovered label\n    html &:hover {\n      color: var(--pst-color-secondary);\n      border-color: var(--pst-color-secondary);\n    }\n  }\n}\n\n/*******************************************************************************\n* Dropdowns\n*/\n\ndetails.sd-dropdown {\n  // Remove all borders to over-ride SD behavior, and we'll add our own later\n  border: 0px !important;\n  summary.sd-card-header {\n    border: 0 !important;\n    & + div.sd-summary-content {\n      border: 0;\n    }\n  }\n  // Drop shadow should behave same as admonitions\n  @include box-shadow();\n\n  // Header is where the \"clickable\" box goes\n  summary.sd-card-header {\n    display: flex;\n    align-items: center;\n    position: relative; // So background color works\n    font-weight: 600;\n    padding-top: 0.5rem;\n    padding-bottom: 0.5rem;\n\n    // Set a variable that we can re-use for colors later\n    // We must set this in the current and content sibling container\n    // so that it is defined in both places\n    --pst-sd-dropdown-color: var(--pst-gray-500);\n    --pst-sd-dropdown-bg-color: var(--pst-color-surface);\n    & + div.sd-summary-content {\n      --pst-sd-dropdown-color: var(--sd-color-card-border);\n    }\n    @each $name in $sd-semantic-color-names {\n      &.sd-bg-#{$name} {\n        --pst-sd-dropdown-color: var(--sd-color-#{$name});\n        --pst-sd-dropdown-bg-color: var(--sd-color-#{$name}-bg);\n        // Otherwise it won't be defined in the sibling element\n        & + div.sd-summary-content {\n          --pst-sd-dropdown-color: var(--sd-color-#{$name});\n          --pst-sd-dropdown-bg-color: var(--sd-color-#{$name}-bg);\n        }\n      }\n      &.sd-bg-text-#{$name} {\n        // Use the WCAG conformant text color\n        color: var(--sd-color-#{$name}-bg-text) !important;\n      }\n    }\n\n    @include legacy-backdrop-placeholder;\n    background-color: var(--pst-sd-dropdown-bg-color) !important;\n\n    // Add a left border with the same structure as our admonitions\n    border-left: 0.2rem solid var(--pst-sd-dropdown-color) !important;\n    & + div.sd-summary-content {\n      border-left: 0.2rem solid var(--pst-sd-dropdown-color) !important;\n      border-bottom-left-radius: calc(0.25rem - 1px);\n      background-color: var(--pst-color-on-background);\n    }\n    span.sd-summary-icon {\n      display: inline-flex;\n      align-items: center;\n      color: var(--pst-sd-dropdown-color) !important;\n      svg {\n        opacity: 1;\n      }\n    }\n\n    // Positioning of the caret\n    .sd-summary-up,\n    .sd-summary-down {\n      top: 0.7rem;\n    }\n  }\n}\n","/**\n * Sphinx togglebutton\n */\n\n.bd-content {\n  // Admonition toggles\n  .admonition {\n    button.toggle-button {\n      color: inherit;\n    }\n  }\n\n  // Details buttons\n  details.toggle-details {\n    // Over-ride border color to re-use our primary color\n    summary {\n      border-left: 3px solid var(--pst-color-primary);\n    }\n  }\n}\n","/**\n * Styles for various Sphinx execution libraries to display pre-executed notebooks.\n * For now, where these define output sections, we simply revert their background\n * to be a \"light theme\" background. This ensures that inputs/outputs behave similarly,\n * because the CSS is often controlled by each package.\n * In the future, we might add dark theme support for specific packages.\n */\n\n/*******************************************************************************\n * nbsphinx\n */\nhtml div.rendered_html\n// NBsphinx ipywidgets output selector\nhtml .jp-RenderedHTMLCommon {\n  table {\n    table-layout: auto;\n  }\n}\n\n// Dark theme special-cases\nhtml[data-theme=\"dark\"] .bd-content {\n  .nboutput {\n    .output_area.rendered_html {\n      @include cell-output-background;\n    }\n\n    .output_area.stderr {\n      background: var(--pst-color-danger);\n    }\n  }\n}\n\n// Add extra padding to the final item in an nbsphinx container\ndiv.nblast.container {\n  margin-bottom: 1rem;\n}\n\n/*******************************************************************************\n * myst NB\n */\n\ndiv.cell_output .output {\n  max-width: 100%;\n  overflow-x: auto;\n}\n\n// Dark theme special-cases\nhtml[data-theme=\"dark\"] .bd-content {\n  div.cell_output {\n    img,\n    .text_html {\n      @include cell-output-background;\n    }\n  }\n}\n\n// Prevent tables from scrunching together\n.bd-content {\n  div.cell_input {\n    display: flex;\n    flex-direction: column;\n    justify-content: stretch;\n  }\n\n  div.cell_input,\n  div.output {\n    border-radius: $admonition-border-radius;\n  }\n\n  div.output {\n    table {\n      table-layout: auto;\n    }\n  }\n}\n","/**\n * style for the various mapping libs based on leaflet (folium, geemap, ipyleaflet)\n * mainly ensure the good display of the maps in both themes and avoid the customization\n * of the tiles\n */\n\n/**\n * avoid border override from pydata-sphinx-theme\n * minimal selctor to get the priority\n */\nhtml[data-theme=\"dark\"] .bd-content img.leaflet-tile.leaflet-tile-loaded {\n  border-radius: 0;\n  padding: 0;\n}\n","/**\n * /search.html page special-cases\n */\n\n.bd-search-container {\n  /*******************************************\n  * Search results\n  */\n  // Whitespace\n  div#search-results {\n    > h2 {\n      font-size: var(--pst-font-size-icon);\n      margin-top: 0;\n    }\n\n    p.search-summary {\n      color: var(--pst-color-text-muted);\n    }\n  }\n\n  ul.search {\n    margin: 0;\n    list-style: none;\n\n    li {\n      background-image: none;\n      padding: 1rem 0;\n      margin: 1rem 0;\n      border-top: 1px solid var(--pst-color-text-muted);\n\n      // First link is the page title, it should be a bit bigger\n      > a {\n        font-size: 1.2em;\n      }\n\n      div.context,\n      p.context {\n        color: var(--pst-color-text-base);\n        margin: 0.5em 0 0 0;\n\n        // Add a # before page section titles to make it clear they are sections\n        a:before {\n          content: \"#\";\n          padding-right: 0.2em;\n          color: var(--pst-color-text-muted);\n        }\n      }\n    }\n  }\n}\n"],"names":[],"sourceRoot":""}
\ No newline at end of file
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details.toggle-details summary{border-left:3px solid var(--pst-color-primary)}html div.rendered_html html .jp-RenderedHTMLCommon table{table-layout:auto}html[data-theme=dark] .bd-content .nboutput .output_area.rendered_html{color:var(--pst-color-on-background);background-color:var(--pst-color-text-base);border-radius:.25rem;padding:.5rem}html[data-theme=dark] .bd-content .nboutput .output_area.stderr{background:var(--pst-color-danger)}div.nblast.container{margin-bottom:1rem}div.cell_output .output{max-width:100%;overflow-x:auto}html[data-theme=dark] .bd-content div.cell_output img,html[data-theme=dark] .bd-content div.cell_output .text_html{color:var(--pst-color-on-background);background-color:var(--pst-color-text-base);border-radius:.25rem;padding:.5rem}.bd-content div.cell_input{display:flex;flex-direction:column;justify-content:stretch}.bd-content div.cell_input,.bd-content div.output{border-radius:.25rem}.bd-content div.output table{table-layout:auto}html[data-theme=dark] .bd-content img.leaflet-tile.leaflet-tile-loaded{border-radius:0;padding:0}.bd-search-container div#search-results>h2{font-size:var(--pst-font-size-icon);margin-top:0}.bd-search-container div#search-results p.search-summary{color:var(--pst-color-text-muted)}.bd-search-container ul.search{margin:0;list-style:none}.bd-search-container ul.search li{background-image:none;padding:1rem 0;margin:1rem 0;border-top:1px solid var(--pst-color-text-muted)}.bd-search-container ul.search li>a{font-size:1.2em}.bd-search-container ul.search li div.context,.bd-search-container ul.search li p.context{color:var(--pst-color-text-base);margin:.5em 0 0 0}.bd-search-container ul.search li div.context a:before,.bd-search-container ul.search li p.context a:before{content:\"#\";padding-right:.2em;color:var(--pst-color-text-muted)}","html {\n  /*****************************************************************************\n  * Overall Layout Variables\n  */\n\n  // Header height will impact the top offset for many sections\n  // Article header is 66% of Header\n  --pst-header-height: 4rem;\n  --pst-header-article-height: calc(var(--pst-header-height) * 2 / 3);\n  --pst-sidebar-secondary: 17rem;\n}\n\n/*******************************************************************************\n* Breakpoints that trigger UI changes\n*\n* Note that media-breakpoint-down begins at the next highest level!\n* So we should choose a media-breakpoint-down one *lower* than when we want to start\n* example: media-breakpoint-up(md) and media-breakpoint-down(sm) trigger at the same time\n* ref: https://github.com/twbs/bootstrap/issues/31214\n*/\n$breakpoint-sidebar-primary: lg; // When we collapse the primary sidebar\n$breakpoint-sidebar-secondary: xl; // When we collapse the secondary sidebar\n$breakpoint-page-width: 88rem; // taken from sphinx-basic-ng, which we are ultimately going to inherit\n\n/*******************************************************************************\n* Define the animation behaviour\n*/\n$animation-time: 200ms;\n\n/*******************************************************************************\n* UI shaping and padding\n*/\n$admonition-border-radius: 0.25rem;\n","html {\n  /*****************************************************************************\n  * Font features used in this theme\n  */\n\n  // base font size - applied at body/html level\n  --pst-font-size-base: 1rem;\n\n  // heading font sizes based on bootstrap sizing\n  --pst-font-size-h1: 2.5rem;\n  --pst-font-size-h2: 2rem;\n  --pst-font-size-h3: 1.75rem;\n  --pst-font-size-h4: 1.5rem;\n  --pst-font-size-h5: 1.25rem;\n  --pst-font-size-h6: 1.1rem;\n\n  // smaller than heading font sizes\n  --pst-font-size-milli: 0.9rem;\n\n  // Sidebar styles\n  --pst-sidebar-font-size: 0.9rem;\n  --pst-sidebar-font-size-mobile: 1.1rem;\n  --pst-sidebar-header-font-size: 1.2rem;\n  --pst-sidebar-header-font-weight: 600;\n\n  // Admonition styles\n  --pst-admonition-font-weight-heading: 600;\n\n  // Font weights\n  --pst-font-weight-caption: 300;\n  --pst-font-weight-heading: 400;\n\n  // Font family\n  // These are adapted from https://systemfontstack.com/ */\n  --pst-font-family-base-system: -apple-system, BlinkMacSystemFont, Segoe UI,\n    \"Helvetica Neue\", Arial, sans-serif, Apple Color Emoji, Segoe UI Emoji,\n    Segoe UI Symbol;\n  --pst-font-family-monospace-system: \"SFMono-Regular\", Menlo, Consolas, Monaco,\n    Liberation Mono, Lucida Console, monospace;\n\n  --pst-font-family-base: var(--pst-font-family-base-system);\n  --pst-font-family-heading: var(--pst-font-family-base-system);\n  --pst-font-family-monospace: var(--pst-font-family-monospace-system);\n}\n","html {\n  /*****************************************************************************\n  * Icon\n  */\n\n  // Font size across all icons\n  --pst-font-size-icon: 1.5rem;\n\n  // Font Awesome default icons\n  --pst-icon-check-circle: \"\\f058\"; // fa-solid fa-circle-check\n  --pst-icon-info-circle: \"\\f05a\"; // fa-solid fa-circle-info\n  --pst-icon-exclamation-triangle: \"\\f071\"; // fa-solid fa-triangle-exclamation\n  --pst-icon-exclamation-circle: \"\\f06a\"; // fa-solid fa-circle-exclamation\n  --pst-icon-times-circle: \"\\f057\"; // fa-solid fa-circle-xmark\n  --pst-icon-lightbulb: \"\\f0eb\"; // fa-solid fa-lightbulb\n  --pst-icon-download: \"\\f019\"; // fa-solid fa-download\n  --pst-icon-angle-left: \"\\f104\"; // fa-solid fa-angle-left\n  --pst-icon-angle-right: \"\\f105\"; // fa-solid fa-angle-right\n  --pst-icon-external-link: \"\\f35d\"; // fa-solid fa-up-right-from-square\n  --pst-icon-search-minus: \"\\f010\"; // fa-solid fa-magnifying-glass-minus\n  --pst-icon-github: \"\\f09b\"; // fa-brands fa-github\n  --pst-icon-gitlab: \"\\f296\"; // fa-brands fa-gitlab\n  --pst-icon-share: \"\\f064\"; // fa-solid fa-share\n  --pst-icon-bell: \"\\f0f3\"; // fa-solid fa-bell\n  --pst-icon-pencil: \"\\f303\"; // fa-solid fa-pencil\n\n  // Bootstrap icons\n  --pst-breadcrumb-divider: \"\\f105\";\n}\n","html {\n  /*****************************************************************************\n  * Admonitions\n  **/\n\n  --pst-icon-admonition-default: var(--pst-icon-bell);\n  --pst-icon-admonition-note: var(--pst-icon-info-circle);\n  --pst-icon-admonition-attention: var(--pst-icon-exclamation-circle);\n  --pst-icon-admonition-caution: var(--pst-icon-exclamation-triangle);\n  --pst-icon-admonition-warning: var(--pst-icon-exclamation-triangle);\n  --pst-icon-admonition-danger: var(--pst-icon-exclamation-triangle);\n  --pst-icon-admonition-error: var(--pst-icon-times-circle);\n  --pst-icon-admonition-hint: var(--pst-icon-lightbulb);\n  --pst-icon-admonition-tip: var(--pst-icon-lightbulb);\n  --pst-icon-admonition-important: var(--pst-icon-exclamation-circle);\n  --pst-icon-admonition-seealso: var(--pst-icon-share);\n  --pst-icon-admonition-todo: var(--pst-icon-pencil);\n}\n","html {\n  /*****************************************************************************\n  * versionmodified\n  **/\n\n  --pst-icon-versionmodified-default: var(--pst-icon-exclamation-circle);\n  --pst-icon-versionmodified-added: var(--pst-icon-exclamation-circle);\n  --pst-icon-versionmodified-changed: var(--pst-icon-exclamation-circle);\n  --pst-icon-versionmodified-deprecated: var(--pst-icon-exclamation-circle);\n}\n","html {\n  font-size: var(--pst-font-size-base);\n  scroll-padding-top: calc(var(--pst-header-height) + 1rem);\n}\n\nbody {\n  background-color: var(--pst-color-background);\n  font-family: var(--pst-font-family-base);\n  font-weight: 400;\n  line-height: 1.65;\n  color: var(--pst-color-text-base);\n  min-height: 100vh;\n  display: flex;\n  flex-direction: column;\n\n  // hack to avoid the black background on some browser including Safari\n  &::-webkit-scrollbar-track {\n    background: var(--pst-color-background);\n  }\n}\n\np {\n  margin-bottom: 1.15rem;\n  font-size: 1em;\n  color: var(--pst-color-text-base);\n\n  /* section header in docstring pages */\n  &.rubric {\n    border-bottom: 1px solid var(--pst-color-border);\n  }\n\n  &.centered {\n    text-align: center;\n  }\n}\n\na {\n  @include link-style-default;\n\n  // The # anchor that appears on hover over headings\n  &.headerlink {\n    color: var(--pst-color-secondary);\n    opacity: 0.7;\n    font-size: 0.8em;\n    padding: 0 4px 0 4px;\n    margin-left: 0.2em;\n    text-decoration: none;\n    transition: all 0.2s ease-out;\n    user-select: none;\n\n    &:hover {\n      opacity: 1;\n    }\n  }\n\n  // set up a icon next to the shorten links from github and gitlab\n  &.github,\n  &.gitlab {\n    &::before {\n      color: var(--pst-color-text-muted);\n      font: var(--fa-font-brands);\n      margin-right: 0.25rem;\n    }\n  }\n\n  &.github::before {\n    content: var(--pst-icon-github);\n  }\n\n  &.gitlab::before {\n    content: var(--pst-icon-gitlab);\n  }\n}\n\n.heading-style {\n  margin: 2.75rem 0 1.05rem;\n  font-family: var(--pst-font-family-heading);\n  font-weight: var(--pst-font-weight-heading);\n  line-height: 1.15;\n}\n\nh1 {\n  @extend .heading-style;\n  margin-top: 0;\n  font-size: var(--pst-font-size-h1);\n  color: var(--pst-heading-color);\n}\n\nh2 {\n  @extend .heading-style;\n  font-size: var(--pst-font-size-h2);\n  color: var(--pst-heading-color);\n}\n\nh3 {\n  @extend .heading-style;\n  font-size: var(--pst-font-size-h3);\n  color: var(--pst-heading-color);\n}\n\nh4 {\n  @extend .heading-style;\n  font-size: var(--pst-font-size-h4);\n  color: var(--pst-heading-color);\n}\n\nh5 {\n  @extend .heading-style;\n  font-size: var(--pst-font-size-h5);\n  color: var(--pst-color-text-base);\n}\n\nh6 {\n  @extend .heading-style;\n  font-size: var(--pst-font-size-h6);\n  color: var(--pst-color-text-base);\n}\n\nsmall,\n.text_small {\n  font-size: var(--pst-font-size-milli);\n}\n\nhr {\n  border: 0;\n  border-top: 1px solid var(--pst-color-border);\n}\n\npre,\ncode,\nkbd,\nsamp {\n  font-family: var(--pst-font-family-monospace);\n}\n\nkbd {\n  // use theme negative\n  background-color: var(--pst-color-on-background);\n  color: var(--pst-color-text-muted);\n\n  // Compound keyboard elements will have nested kbd in them, so this prevents double lines\n  &:not(.compound) {\n    border: 1px solid var(--pst-color-border);\n    margin: 0 0.1rem;\n    padding: 0.1rem 0.4rem;\n    box-shadow: 1px 1px 1px var(--pst-color-shadow);\n  }\n}\n\ncode {\n  color: var(--pst-color-inline-code);\n}\n\npre {\n  margin: 1.5em 0 1.5em 0;\n  padding: 1rem;\n  background-color: var(--pst-color-surface);\n  color: var(--pst-color-text-base);\n  line-height: 1.2em;\n  border: 1px solid var(--pst-color-border);\n  border-radius: $admonition-border-radius;\n\n  .linenos {\n    // minimum opacity to make the line numbers WCAG AA conformant\n    opacity: 0.8;\n    padding-right: 10px;\n  }\n}\n\n// the back to top btn\n#pst-back-to-top {\n  z-index: $zindex-tooltip;\n  position: fixed;\n  display: none;\n  top: 80vh;\n  left: 50vw;\n  transform: translate(-50%);\n  color: var(--pst-color-secondary-text);\n  background-color: var(--pst-color-secondary);\n  border: none;\n}\n","/**\n * Consistent styling for links\n **/\n\n// Define some useful variables for links styling consistency\n//\n//  Thickness of the underline for links\n// the default will be either:\n//  - 1px\n// - 0.0625rem if it's thicker than 1px because the user has changed the text\n//   size in their browser\n$link-underline-thickness: unquote(\"max(1px, .0625rem)\") !default;\n// Offset of link underlines from text baseline\n// The default is 3px expressed as ems, as calculated against the default body\n// font size (on desktop).\n$link-underline-offset: 0.1578em !default;\n// Thickness of link underlines in hover state\n// The default for each link will be the thickest of the following:\n//  - 3px\n//  - 0.1875rem, if it's thicker than 3px because the user has changed the text\n//    size in their browser\n//  - 0.12em (relative to the link's text size)\n$link-hover-decoration-thickness: unquote(\"max(3px, .1875rem, .12em)\") !default;\n\n//  Ensures links have an underline decoration by default - needed to meet\n// WCAG SC 1.4.1\n@mixin link-decoration {\n  text-decoration: underline;\n\n  @if $link-underline-thickness {\n    text-decoration-thickness: $link-underline-thickness;\n  }\n\n  @if $link-underline-offset {\n    text-underline-offset: $link-underline-offset;\n  }\n}\n\n// Ensures links have an underline decoration on hover - distinct from the\n// default behaviour\n@mixin link-decoration-hover {\n  @if $link-hover-decoration-thickness {\n    text-decoration-thickness: $link-hover-decoration-thickness;\n    // Disable ink skipping on underlines on hover. Browsers haven't\n    // standardised on this part of the spec yet, so set both properties\n    text-decoration-skip-ink: none; // Chromium, Firefox\n    text-decoration-skip: none; // Safari\n  }\n}\n\n// Simple hover style - can be used alone or in conjunction with other mixins\n// Add the text underline and change in thickness on hover\n@mixin link-style-hover {\n  &:hover {\n    @include link-decoration;\n    @include link-decoration-hover;\n    color: var(--pst-color-link-hover);\n  }\n}\n\n// Default link styles\n//\n// Defines: default unvisited, visited, hover, and active.\n// TODO: @trallard to improve focus styles in subsequent PR\n@mixin link-style-default {\n  // So that really long links don't spill out of their container\n  word-wrap: break-word;\n\n  color: var(--pst-color-link);\n  @include link-decoration;\n\n  &:hover {\n    color: var(--pst-color-link-hover);\n    @include link-decoration-hover;\n  }\n\n  // TODO: @trallard to add active styles in subsequent PR\n  &:active {\n    color: var(--pst-color-link);\n  }\n\n  // Visited should still be hoverable\n  &:visited {\n    color: var(--pst-color-link);\n    &:hover {\n      color: var(--pst-color-link-hover);\n    }\n  }\n  @include focus-indicator;\n}\n\n// Text link styles\n//\n// Makes links use the muted text colour and removes the underline.\n// Use this mixin for navigation bar links.\n@mixin link-style-text {\n  color: var(--pst-color-text-muted);\n  text-decoration: none;\n\n  &:hover {\n    color: var(--pst-color-link-hover);\n    @include link-decoration;\n    @include link-decoration-hover;\n  }\n  @include focus-indicator;\n}\n\n// Sidebar and TOC links\n//\n// Makes links use the muted text colour and removes the underline.\n// Use this mixin for navigation the primary sidebar and table of contents.\n// Active and hover should work together rather than one overriding the other.\n@mixin link-sidebar {\n  color: var(--pst-color-text-muted);\n  text-decoration: none;\n\n  &:hover {\n    text-decoration: underline;\n    background-color: transparent;\n    color: var(--pst-color-link-hover);\n    @include link-decoration-hover;\n  }\n\n  // TODO: @trallard to update active styles in subsequent PR\n  &:active {\n    color: var(--pst-color-link-hover);\n  }\n}\n\n// Sidebar current page link styles\n//\n// Adds a vertical line on the left hand side of the link to indicate that\n// it's the current page. Note this is distinct from an active state.\n// Used on the primary sidebar and the TOC.\n// We want the side box shadow to have the same thickness as the hover underline\n@mixin link-sidebar-current {\n  font-weight: 600;\n  color: var(--pst-color-primary);\n  @if $link-hover-decoration-thickness {\n    box-shadow: inset\n      $link-hover-decoration-thickness\n      0px\n      0px\n      var(--pst-color-primary);\n  }\n}\n\n// Navigation bar current page link styles\n//\n// Adds a bottom underline, this leaves enough space for the hover state without\n// cluttering the navbar.\n// We want the side box shadow to have the same thickness as the hover underline\n@mixin link-navbar-current {\n  font-weight: 600;\n  color: var(--pst-color-primary);\n  @if $link-hover-decoration-thickness {\n    border-bottom: $link-hover-decoration-thickness\n      solid\n      var(--pst-color-primary);\n  }\n}\n\n// Navigation bar icon links hover styles\n//\n// Adds a bottom box-shadow - since there is no text we cannot use text-decoration\n// We want the side box shadow to have the same thickness as the hover underline\n@mixin icon-navbar-hover {\n  &:hover {\n    color: var(--pst-color-link-hover);\n    @if $link-hover-decoration-thickness {\n      box-shadow: 0px\n        $link-hover-decoration-thickness\n        0px\n        var(--pst-color-link-hover);\n    }\n  }\n}\n\n// Focus indicator\n@mixin focus-indicator {\n  &:focus-visible {\n    outline: 2px solid var(--pst-color-accent);\n  }\n}\n","// Variables\n//\n// Variables should follow the `$component-state-property-size` formula for\n// consistent naming. Ex: $nav-link-disabled-color and $modal-content-box-shadow-xs.\n\n// Color system\n\n// scss-docs-start gray-color-variables\n$white:    #fff !default;\n$gray-100: #f8f9fa !default;\n$gray-200: #e9ecef !default;\n$gray-300: #dee2e6 !default;\n$gray-400: #ced4da !default;\n$gray-500: #adb5bd !default;\n$gray-600: #6c757d !default;\n$gray-700: #495057 !default;\n$gray-800: #343a40 !default;\n$gray-900: #212529 !default;\n$black:    #000 !default;\n// scss-docs-end gray-color-variables\n\n// fusv-disable\n// scss-docs-start gray-colors-map\n$grays: (\n  \"100\": $gray-100,\n  \"200\": $gray-200,\n  \"300\": $gray-300,\n  \"400\": $gray-400,\n  \"500\": $gray-500,\n  \"600\": $gray-600,\n  \"700\": $gray-700,\n  \"800\": $gray-800,\n  \"900\": $gray-900\n) !default;\n// scss-docs-end gray-colors-map\n// fusv-enable\n\n// scss-docs-start color-variables\n$blue:    #0d6efd !default;\n$indigo:  #6610f2 !default;\n$purple:  #6f42c1 !default;\n$pink:    #d63384 !default;\n$red:     #dc3545 !default;\n$orange:  #fd7e14 !default;\n$yellow:  #ffc107 !default;\n$green:   #198754 !default;\n$teal:    #20c997 !default;\n$cyan:    #0dcaf0 !default;\n// scss-docs-end color-variables\n\n// scss-docs-start colors-map\n$colors: (\n  \"blue\":       $blue,\n  \"indigo\":     $indigo,\n  \"purple\":     $purple,\n  \"pink\":       $pink,\n  \"red\":        $red,\n  \"orange\":     $orange,\n  \"yellow\":     $yellow,\n  \"green\":      $green,\n  \"teal\":       $teal,\n  \"cyan\":       $cyan,\n  \"black\":      $black,\n  \"white\":      $white,\n  \"gray\":       $gray-600,\n  \"gray-dark\":  $gray-800\n) !default;\n// scss-docs-end colors-map\n\n// The contrast ratio to reach against white, to determine if color changes from \"light\" to \"dark\". Acceptable values for WCAG 2.0 are 3, 4.5 and 7.\n// See https://www.w3.org/TR/WCAG20/#visual-audio-contrast-contrast\n$min-contrast-ratio:   4.5 !default;\n\n// Customize the light and dark text colors for use in our color contrast function.\n$color-contrast-dark:      $black !default;\n$color-contrast-light:     $white !default;\n\n// fusv-disable\n$blue-100: tint-color($blue, 80%) !default;\n$blue-200: tint-color($blue, 60%) !default;\n$blue-300: tint-color($blue, 40%) !default;\n$blue-400: tint-color($blue, 20%) !default;\n$blue-500: $blue !default;\n$blue-600: shade-color($blue, 20%) !default;\n$blue-700: shade-color($blue, 40%) !default;\n$blue-800: shade-color($blue, 60%) !default;\n$blue-900: shade-color($blue, 80%) !default;\n\n$indigo-100: tint-color($indigo, 80%) !default;\n$indigo-200: tint-color($indigo, 60%) !default;\n$indigo-300: tint-color($indigo, 40%) !default;\n$indigo-400: tint-color($indigo, 20%) !default;\n$indigo-500: $indigo !default;\n$indigo-600: shade-color($indigo, 20%) !default;\n$indigo-700: shade-color($indigo, 40%) !default;\n$indigo-800: shade-color($indigo, 60%) !default;\n$indigo-900: shade-color($indigo, 80%) !default;\n\n$purple-100: tint-color($purple, 80%) !default;\n$purple-200: tint-color($purple, 60%) !default;\n$purple-300: tint-color($purple, 40%) !default;\n$purple-400: tint-color($purple, 20%) !default;\n$purple-500: $purple !default;\n$purple-600: shade-color($purple, 20%) !default;\n$purple-700: shade-color($purple, 40%) !default;\n$purple-800: shade-color($purple, 60%) !default;\n$purple-900: shade-color($purple, 80%) !default;\n\n$pink-100: tint-color($pink, 80%) !default;\n$pink-200: tint-color($pink, 60%) !default;\n$pink-300: tint-color($pink, 40%) !default;\n$pink-400: tint-color($pink, 20%) !default;\n$pink-500: $pink !default;\n$pink-600: shade-color($pink, 20%) !default;\n$pink-700: shade-color($pink, 40%) !default;\n$pink-800: shade-color($pink, 60%) !default;\n$pink-900: shade-color($pink, 80%) !default;\n\n$red-100: tint-color($red, 80%) !default;\n$red-200: tint-color($red, 60%) !default;\n$red-300: tint-color($red, 40%) !default;\n$red-400: tint-color($red, 20%) !default;\n$red-500: $red !default;\n$red-600: shade-color($red, 20%) !default;\n$red-700: shade-color($red, 40%) !default;\n$red-800: shade-color($red, 60%) !default;\n$red-900: shade-color($red, 80%) !default;\n\n$orange-100: tint-color($orange, 80%) !default;\n$orange-200: tint-color($orange, 60%) !default;\n$orange-300: tint-color($orange, 40%) !default;\n$orange-400: tint-color($orange, 20%) !default;\n$orange-500: $orange !default;\n$orange-600: shade-color($orange, 20%) !default;\n$orange-700: shade-color($orange, 40%) !default;\n$orange-800: shade-color($orange, 60%) !default;\n$orange-900: shade-color($orange, 80%) !default;\n\n$yellow-100: tint-color($yellow, 80%) !default;\n$yellow-200: tint-color($yellow, 60%) !default;\n$yellow-300: tint-color($yellow, 40%) !default;\n$yellow-400: tint-color($yellow, 20%) !default;\n$yellow-500: $yellow !default;\n$yellow-600: shade-color($yellow, 20%) !default;\n$yellow-700: shade-color($yellow, 40%) !default;\n$yellow-800: shade-color($yellow, 60%) !default;\n$yellow-900: shade-color($yellow, 80%) !default;\n\n$green-100: tint-color($green, 80%) !default;\n$green-200: tint-color($green, 60%) !default;\n$green-300: tint-color($green, 40%) !default;\n$green-400: tint-color($green, 20%) !default;\n$green-500: $green !default;\n$green-600: shade-color($green, 20%) !default;\n$green-700: shade-color($green, 40%) !default;\n$green-800: shade-color($green, 60%) !default;\n$green-900: shade-color($green, 80%) !default;\n\n$teal-100: tint-color($teal, 80%) !default;\n$teal-200: tint-color($teal, 60%) !default;\n$teal-300: tint-color($teal, 40%) !default;\n$teal-400: tint-color($teal, 20%) !default;\n$teal-500: $teal !default;\n$teal-600: shade-color($teal, 20%) !default;\n$teal-700: shade-color($teal, 40%) !default;\n$teal-800: shade-color($teal, 60%) !default;\n$teal-900: shade-color($teal, 80%) !default;\n\n$cyan-100: tint-color($cyan, 80%) !default;\n$cyan-200: tint-color($cyan, 60%) !default;\n$cyan-300: tint-color($cyan, 40%) !default;\n$cyan-400: tint-color($cyan, 20%) !default;\n$cyan-500: $cyan !default;\n$cyan-600: shade-color($cyan, 20%) !default;\n$cyan-700: shade-color($cyan, 40%) !default;\n$cyan-800: shade-color($cyan, 60%) !default;\n$cyan-900: shade-color($cyan, 80%) !default;\n\n$blues: (\n  \"blue-100\": $blue-100,\n  \"blue-200\": $blue-200,\n  \"blue-300\": $blue-300,\n  \"blue-400\": $blue-400,\n  \"blue-500\": $blue-500,\n  \"blue-600\": $blue-600,\n  \"blue-700\": $blue-700,\n  \"blue-800\": $blue-800,\n  \"blue-900\": $blue-900\n) !default;\n\n$indigos: (\n  \"indigo-100\": $indigo-100,\n  \"indigo-200\": $indigo-200,\n  \"indigo-300\": $indigo-300,\n  \"indigo-400\": $indigo-400,\n  \"indigo-500\": $indigo-500,\n  \"indigo-600\": $indigo-600,\n  \"indigo-700\": $indigo-700,\n  \"indigo-800\": $indigo-800,\n  \"indigo-900\": $indigo-900\n) !default;\n\n$purples: (\n  \"purple-100\": $purple-100,\n  \"purple-200\": $purple-200,\n  \"purple-300\": $purple-300,\n  \"purple-400\": $purple-400,\n  \"purple-500\": $purple-500,\n  \"purple-600\": $purple-600,\n  \"purple-700\": $purple-700,\n  \"purple-800\": $purple-800,\n  \"purple-900\": $purple-900\n) !default;\n\n$pinks: (\n  \"pink-100\": $pink-100,\n  \"pink-200\": $pink-200,\n  \"pink-300\": $pink-300,\n  \"pink-400\": $pink-400,\n  \"pink-500\": $pink-500,\n  \"pink-600\": $pink-600,\n  \"pink-700\": $pink-700,\n  \"pink-800\": $pink-800,\n  \"pink-900\": $pink-900\n) !default;\n\n$reds: (\n  \"red-100\": $red-100,\n  \"red-200\": $red-200,\n  \"red-300\": $red-300,\n  \"red-400\": $red-400,\n  \"red-500\": $red-500,\n  \"red-600\": $red-600,\n  \"red-700\": $red-700,\n  \"red-800\": $red-800,\n  \"red-900\": $red-900\n) !default;\n\n$oranges: (\n  \"orange-100\": $orange-100,\n  \"orange-200\": $orange-200,\n  \"orange-300\": $orange-300,\n  \"orange-400\": $orange-400,\n  \"orange-500\": $orange-500,\n  \"orange-600\": $orange-600,\n  \"orange-700\": $orange-700,\n  \"orange-800\": $orange-800,\n  \"orange-900\": $orange-900\n) !default;\n\n$yellows: (\n  \"yellow-100\": $yellow-100,\n  \"yellow-200\": $yellow-200,\n  \"yellow-300\": $yellow-300,\n  \"yellow-400\": $yellow-400,\n  \"yellow-500\": $yellow-500,\n  \"yellow-600\": $yellow-600,\n  \"yellow-700\": $yellow-700,\n  \"yellow-800\": $yellow-800,\n  \"yellow-900\": $yellow-900\n) !default;\n\n$greens: (\n  \"green-100\": $green-100,\n  \"green-200\": $green-200,\n  \"green-300\": $green-300,\n  \"green-400\": $green-400,\n  \"green-500\": $green-500,\n  \"green-600\": $green-600,\n  \"green-700\": $green-700,\n  \"green-800\": $green-800,\n  \"green-900\": $green-900\n) !default;\n\n$teals: (\n  \"teal-100\": $teal-100,\n  \"teal-200\": $teal-200,\n  \"teal-300\": $teal-300,\n  \"teal-400\": $teal-400,\n  \"teal-500\": $teal-500,\n  \"teal-600\": $teal-600,\n  \"teal-700\": $teal-700,\n  \"teal-800\": $teal-800,\n  \"teal-900\": $teal-900\n) !default;\n\n$cyans: (\n  \"cyan-100\": $cyan-100,\n  \"cyan-200\": $cyan-200,\n  \"cyan-300\": $cyan-300,\n  \"cyan-400\": $cyan-400,\n  \"cyan-500\": $cyan-500,\n  \"cyan-600\": $cyan-600,\n  \"cyan-700\": $cyan-700,\n  \"cyan-800\": $cyan-800,\n  \"cyan-900\": $cyan-900\n) !default;\n// fusv-enable\n\n// scss-docs-start theme-color-variables\n$primary:       $blue !default;\n$secondary:     $gray-600 !default;\n$success:       $green !default;\n$info:          $cyan !default;\n$warning:       $yellow !default;\n$danger:        $red !default;\n$light:         $gray-100 !default;\n$dark:          $gray-900 !default;\n// scss-docs-end theme-color-variables\n\n// scss-docs-start theme-colors-map\n$theme-colors: (\n  \"primary\":    $primary,\n  \"secondary\":  $secondary,\n  \"success\":    $success,\n  \"info\":       $info,\n  \"warning\":    $warning,\n  \"danger\":     $danger,\n  \"light\":      $light,\n  \"dark\":       $dark\n) !default;\n// scss-docs-end theme-colors-map\n\n// scss-docs-start theme-text-variables\n$primary-text-emphasis:   shade-color($primary, 60%) !default;\n$secondary-text-emphasis: shade-color($secondary, 60%) !default;\n$success-text-emphasis:   shade-color($success, 60%) !default;\n$info-text-emphasis:      shade-color($info, 60%) !default;\n$warning-text-emphasis:   shade-color($warning, 60%) !default;\n$danger-text-emphasis:    shade-color($danger, 60%) !default;\n$light-text-emphasis:     $gray-700 !default;\n$dark-text-emphasis:      $gray-700 !default;\n// scss-docs-end theme-text-variables\n\n// scss-docs-start theme-bg-subtle-variables\n$primary-bg-subtle:       tint-color($primary, 80%) !default;\n$secondary-bg-subtle:     tint-color($secondary, 80%) !default;\n$success-bg-subtle:       tint-color($success, 80%) !default;\n$info-bg-subtle:          tint-color($info, 80%) !default;\n$warning-bg-subtle:       tint-color($warning, 80%) !default;\n$danger-bg-subtle:        tint-color($danger, 80%) !default;\n$light-bg-subtle:         mix($gray-100, $white) !default;\n$dark-bg-subtle:          $gray-400 !default;\n// scss-docs-end theme-bg-subtle-variables\n\n// scss-docs-start theme-border-subtle-variables\n$primary-border-subtle:   tint-color($primary, 60%) !default;\n$secondary-border-subtle: tint-color($secondary, 60%) !default;\n$success-border-subtle:   tint-color($success, 60%) !default;\n$info-border-subtle:      tint-color($info, 60%) !default;\n$warning-border-subtle:   tint-color($warning, 60%) !default;\n$danger-border-subtle:    tint-color($danger, 60%) !default;\n$light-border-subtle:     $gray-200 !default;\n$dark-border-subtle:      $gray-500 !default;\n// scss-docs-end theme-border-subtle-variables\n\n// Characters which are escaped by the escape-svg function\n$escaped-characters: (\n  (\"<\", \"%3c\"),\n  (\">\", \"%3e\"),\n  (\"#\", \"%23\"),\n  (\"(\", \"%28\"),\n  (\")\", \"%29\"),\n) !default;\n\n// Options\n//\n// Quickly modify global styling by enabling or disabling optional features.\n\n$enable-caret:                true !default;\n$enable-rounded:              true !default;\n$enable-shadows:              false !default;\n$enable-gradients:            false !default;\n$enable-transitions:          true !default;\n$enable-reduced-motion:       true !default;\n$enable-smooth-scroll:        true !default;\n$enable-grid-classes:         true !default;\n$enable-container-classes:    true !default;\n$enable-cssgrid:              false !default;\n$enable-button-pointers:      true !default;\n$enable-rfs:                  true !default;\n$enable-validation-icons:     true !default;\n$enable-negative-margins:     false !default;\n$enable-deprecation-messages: true !default;\n$enable-important-utilities:  true !default;\n\n$enable-dark-mode:            true !default;\n$color-mode-type:             data !default; // `data` or `media-query`\n\n// Prefix for :root CSS variables\n\n$variable-prefix:             bs- !default; // Deprecated in v5.2.0 for the shorter `$prefix`\n$prefix:                      $variable-prefix !default;\n\n// Gradient\n//\n// The gradient which is added to components if `$enable-gradients` is `true`\n// This gradient is also added to elements with `.bg-gradient`\n// scss-docs-start variable-gradient\n$gradient: linear-gradient(180deg, rgba($white, .15), rgba($white, 0)) !default;\n// scss-docs-end variable-gradient\n\n// Spacing\n//\n// Control the default styling of most Bootstrap elements by modifying these\n// variables. Mostly focused on spacing.\n// You can add more entries to the $spacers map, should you need more variation.\n\n// scss-docs-start spacer-variables-maps\n$spacer: 1rem !default;\n$spacers: (\n  0: 0,\n  1: $spacer * .25,\n  2: $spacer * .5,\n  3: $spacer,\n  4: $spacer * 1.5,\n  5: $spacer * 3,\n) !default;\n// scss-docs-end spacer-variables-maps\n\n// Position\n//\n// Define the edge positioning anchors of the position utilities.\n\n// scss-docs-start position-map\n$position-values: (\n  0: 0,\n  50: 50%,\n  100: 100%\n) !default;\n// scss-docs-end position-map\n\n// Body\n//\n// Settings for the `<body>` element.\n\n$body-text-align:           null !default;\n$body-color:                $gray-900 !default;\n$body-bg:                   $white !default;\n\n$body-secondary-color:      rgba($body-color, .75) !default;\n$body-secondary-bg:         $gray-200 !default;\n\n$body-tertiary-color:       rgba($body-color, .5) !default;\n$body-tertiary-bg:          $gray-100 !default;\n\n$body-emphasis-color:       $black !default;\n\n// Links\n//\n// Style anchor elements.\n\n$link-color:                              $primary !default;\n$link-decoration:                         underline !default;\n$link-shade-percentage:                   20% !default;\n$link-hover-color:                        shift-color($link-color, $link-shade-percentage) !default;\n$link-hover-decoration:                   null !default;\n\n$stretched-link-pseudo-element:           after !default;\n$stretched-link-z-index:                  1 !default;\n\n// Icon links\n// scss-docs-start icon-link-variables\n$icon-link-gap:               .375rem !default;\n$icon-link-underline-offset:  .25em !default;\n$icon-link-icon-size:         1em !default;\n$icon-link-icon-transition:   .2s ease-in-out transform !default;\n$icon-link-icon-transform:    translate3d(.25em, 0, 0) !default;\n// scss-docs-end icon-link-variables\n\n// Paragraphs\n//\n// Style p element.\n\n$paragraph-margin-bottom:   1rem !default;\n\n\n// Grid breakpoints\n//\n// Define the minimum dimensions at which your layout will change,\n// adapting to different screen sizes, for use in media queries.\n\n// scss-docs-start grid-breakpoints\n$grid-breakpoints: (\n  xs: 0,\n  sm: 576px,\n  md: 768px,\n  lg: 992px,\n  xl: 1200px,\n  xxl: 1400px\n) !default;\n// scss-docs-end grid-breakpoints\n\n@include _assert-ascending($grid-breakpoints, \"$grid-breakpoints\");\n@include _assert-starts-at-zero($grid-breakpoints, \"$grid-breakpoints\");\n\n\n// Grid containers\n//\n// Define the maximum width of `.container` for different screen sizes.\n\n// scss-docs-start container-max-widths\n$container-max-widths: (\n  sm: 540px,\n  md: 720px,\n  lg: 960px,\n  xl: 1140px,\n  xxl: 1320px\n) !default;\n// scss-docs-end container-max-widths\n\n@include _assert-ascending($container-max-widths, \"$container-max-widths\");\n\n\n// Grid columns\n//\n// Set the number of columns and specify the width of the gutters.\n\n$grid-columns:                12 !default;\n$grid-gutter-width:           1.5rem !default;\n$grid-row-columns:            6 !default;\n\n// Container padding\n\n$container-padding-x: $grid-gutter-width !default;\n\n\n// Components\n//\n// Define common padding and border radius sizes and more.\n\n// scss-docs-start border-variables\n$border-width:                1px !default;\n$border-widths: (\n  1: 1px,\n  2: 2px,\n  3: 3px,\n  4: 4px,\n  5: 5px\n) !default;\n$border-style:                solid !default;\n$border-color:                $gray-300 !default;\n$border-color-translucent:    rgba($black, .175) !default;\n// scss-docs-end border-variables\n\n// scss-docs-start border-radius-variables\n$border-radius:               .375rem !default;\n$border-radius-sm:            .25rem !default;\n$border-radius-lg:            .5rem !default;\n$border-radius-xl:            1rem !default;\n$border-radius-xxl:           2rem !default;\n$border-radius-pill:          50rem !default;\n// scss-docs-end border-radius-variables\n// fusv-disable\n$border-radius-2xl:           $border-radius-xxl !default; // Deprecated in v5.3.0\n// fusv-enable\n\n// scss-docs-start box-shadow-variables\n$box-shadow:                  0 .5rem 1rem rgba($black, .15) !default;\n$box-shadow-sm:               0 .125rem .25rem rgba($black, .075) !default;\n$box-shadow-lg:               0 1rem 3rem rgba($black, .175) !default;\n$box-shadow-inset:            inset 0 1px 2px rgba($black, .075) !default;\n// scss-docs-end box-shadow-variables\n\n$component-active-color:      $white !default;\n$component-active-bg:         $primary !default;\n\n// scss-docs-start focus-ring-variables\n$focus-ring-width:      .25rem !default;\n$focus-ring-opacity:    .25 !default;\n$focus-ring-color:      rgba($primary, $focus-ring-opacity) !default;\n$focus-ring-blur:       0 !default;\n$focus-ring-box-shadow: 0 0 $focus-ring-blur $focus-ring-width $focus-ring-color !default;\n// scss-docs-end focus-ring-variables\n\n// scss-docs-start caret-variables\n$caret-width:                 .3em !default;\n$caret-vertical-align:        $caret-width * .85 !default;\n$caret-spacing:               $caret-width * .85 !default;\n// scss-docs-end caret-variables\n\n$transition-base:             all .2s ease-in-out !default;\n$transition-fade:             opacity .15s linear !default;\n// scss-docs-start collapse-transition\n$transition-collapse:         height .35s ease !default;\n$transition-collapse-width:   width .35s ease !default;\n// scss-docs-end collapse-transition\n\n// stylelint-disable function-disallowed-list\n// scss-docs-start aspect-ratios\n$aspect-ratios: (\n  \"1x1\": 100%,\n  \"4x3\": calc(3 / 4 * 100%),\n  \"16x9\": calc(9 / 16 * 100%),\n  \"21x9\": calc(9 / 21 * 100%)\n) !default;\n// scss-docs-end aspect-ratios\n// stylelint-enable function-disallowed-list\n\n// Typography\n//\n// Font, line-height, and color for body text, headings, and more.\n\n// scss-docs-start font-variables\n// stylelint-disable value-keyword-case\n$font-family-sans-serif:      system-ui, -apple-system, \"Segoe UI\", Roboto, \"Helvetica Neue\", \"Noto Sans\", \"Liberation Sans\", Arial, sans-serif, \"Apple Color Emoji\", \"Segoe UI Emoji\", \"Segoe UI Symbol\", \"Noto Color Emoji\" !default;\n$font-family-monospace:       SFMono-Regular, Menlo, Monaco, Consolas, \"Liberation Mono\", \"Courier New\", monospace !default;\n// stylelint-enable value-keyword-case\n$font-family-base:            var(--#{$prefix}font-sans-serif) !default;\n$font-family-code:            var(--#{$prefix}font-monospace) !default;\n\n// $font-size-root affects the value of `rem`, which is used for as well font sizes, paddings, and margins\n// $font-size-base affects the font size of the body text\n$font-size-root:              null !default;\n$font-size-base:              1rem !default; // Assumes the browser default, typically `16px`\n$font-size-sm:                $font-size-base * .875 !default;\n$font-size-lg:                $font-size-base * 1.25 !default;\n\n$font-weight-lighter:         lighter !default;\n$font-weight-light:           300 !default;\n$font-weight-normal:          400 !default;\n$font-weight-medium:          500 !default;\n$font-weight-semibold:        600 !default;\n$font-weight-bold:            700 !default;\n$font-weight-bolder:          bolder !default;\n\n$font-weight-base:            $font-weight-normal !default;\n\n$line-height-base:            1.5 !default;\n$line-height-sm:              1.25 !default;\n$line-height-lg:              2 !default;\n\n$h1-font-size:                $font-size-base * 2.5 !default;\n$h2-font-size:                $font-size-base * 2 !default;\n$h3-font-size:                $font-size-base * 1.75 !default;\n$h4-font-size:                $font-size-base * 1.5 !default;\n$h5-font-size:                $font-size-base * 1.25 !default;\n$h6-font-size:                $font-size-base !default;\n// scss-docs-end font-variables\n\n// scss-docs-start font-sizes\n$font-sizes: (\n  1: $h1-font-size,\n  2: $h2-font-size,\n  3: $h3-font-size,\n  4: $h4-font-size,\n  5: $h5-font-size,\n  6: $h6-font-size\n) !default;\n// scss-docs-end font-sizes\n\n// scss-docs-start headings-variables\n$headings-margin-bottom:      $spacer * .5 !default;\n$headings-font-family:        null !default;\n$headings-font-style:         null !default;\n$headings-font-weight:        500 !default;\n$headings-line-height:        1.2 !default;\n$headings-color:              inherit !default;\n// scss-docs-end headings-variables\n\n// scss-docs-start display-headings\n$display-font-sizes: (\n  1: 5rem,\n  2: 4.5rem,\n  3: 4rem,\n  4: 3.5rem,\n  5: 3rem,\n  6: 2.5rem\n) !default;\n\n$display-font-family: null !default;\n$display-font-style:  null !default;\n$display-font-weight: 300 !default;\n$display-line-height: $headings-line-height !default;\n// scss-docs-end display-headings\n\n// scss-docs-start type-variables\n$lead-font-size:              $font-size-base * 1.25 !default;\n$lead-font-weight:            300 !default;\n\n$small-font-size:             .875em !default;\n\n$sub-sup-font-size:           .75em !default;\n\n// fusv-disable\n$text-muted:                  var(--#{$prefix}secondary-color) !default; // Deprecated in 5.3.0\n// fusv-enable\n\n$initialism-font-size:        $small-font-size !default;\n\n$blockquote-margin-y:         $spacer !default;\n$blockquote-font-size:        $font-size-base * 1.25 !default;\n$blockquote-footer-color:     $gray-600 !default;\n$blockquote-footer-font-size: $small-font-size !default;\n\n$hr-margin-y:                 $spacer !default;\n$hr-color:                    inherit !default;\n\n// fusv-disable\n$hr-bg-color:                 null !default; // Deprecated in v5.2.0\n$hr-height:                   null !default; // Deprecated in v5.2.0\n// fusv-enable\n\n$hr-border-color:             null !default; // Allows for inherited colors\n$hr-border-width:             var(--#{$prefix}border-width) !default;\n$hr-opacity:                  .25 !default;\n\n// scss-docs-start vr-variables\n$vr-border-width:             var(--#{$prefix}border-width) !default;\n// scss-docs-end vr-variables\n\n$legend-margin-bottom:        .5rem !default;\n$legend-font-size:            1.5rem !default;\n$legend-font-weight:          null !default;\n\n$dt-font-weight:              $font-weight-bold !default;\n\n$list-inline-padding:         .5rem !default;\n\n$mark-padding:                .1875em !default;\n$mark-color:                  $body-color !default;\n$mark-bg:                     $yellow-100 !default;\n// scss-docs-end type-variables\n\n\n// Tables\n//\n// Customizes the `.table` component with basic values, each used across all table variations.\n\n// scss-docs-start table-variables\n$table-cell-padding-y:        .5rem !default;\n$table-cell-padding-x:        .5rem !default;\n$table-cell-padding-y-sm:     .25rem !default;\n$table-cell-padding-x-sm:     .25rem !default;\n\n$table-cell-vertical-align:   top !default;\n\n$table-color:                 var(--#{$prefix}emphasis-color) !default;\n$table-bg:                    var(--#{$prefix}body-bg) !default;\n$table-accent-bg:             transparent !default;\n\n$table-th-font-weight:        null !default;\n\n$table-striped-color:         $table-color !default;\n$table-striped-bg-factor:     .05 !default;\n$table-striped-bg:            rgba(var(--#{$prefix}emphasis-color-rgb), $table-striped-bg-factor) !default;\n\n$table-active-color:          $table-color !default;\n$table-active-bg-factor:      .1 !default;\n$table-active-bg:             rgba(var(--#{$prefix}emphasis-color-rgb), $table-active-bg-factor) !default;\n\n$table-hover-color:           $table-color !default;\n$table-hover-bg-factor:       .075 !default;\n$table-hover-bg:              rgba(var(--#{$prefix}emphasis-color-rgb), $table-hover-bg-factor) !default;\n\n$table-border-factor:         .2 !default;\n$table-border-width:          var(--#{$prefix}border-width) !default;\n$table-border-color:          var(--#{$prefix}border-color) !default;\n\n$table-striped-order:         odd !default;\n$table-striped-columns-order: even !default;\n\n$table-group-separator-color: currentcolor !default;\n\n$table-caption-color:         var(--#{$prefix}secondary-color) !default;\n\n$table-bg-scale:              -80% !default;\n// scss-docs-end table-variables\n\n// scss-docs-start table-loop\n$table-variants: (\n  \"primary\":    shift-color($primary, $table-bg-scale),\n  \"secondary\":  shift-color($secondary, $table-bg-scale),\n  \"success\":    shift-color($success, $table-bg-scale),\n  \"info\":       shift-color($info, $table-bg-scale),\n  \"warning\":    shift-color($warning, $table-bg-scale),\n  \"danger\":     shift-color($danger, $table-bg-scale),\n  \"light\":      $light,\n  \"dark\":       $dark,\n) !default;\n// scss-docs-end table-loop\n\n\n// Buttons + Forms\n//\n// Shared variables that are reassigned to `$input-` and `$btn-` specific variables.\n\n// scss-docs-start input-btn-variables\n$input-btn-padding-y:         .375rem !default;\n$input-btn-padding-x:         .75rem !default;\n$input-btn-font-family:       null !default;\n$input-btn-font-size:         $font-size-base !default;\n$input-btn-line-height:       $line-height-base !default;\n\n$input-btn-focus-width:         $focus-ring-width !default;\n$input-btn-focus-color-opacity: $focus-ring-opacity !default;\n$input-btn-focus-color:         $focus-ring-color !default;\n$input-btn-focus-blur:          $focus-ring-blur !default;\n$input-btn-focus-box-shadow:    $focus-ring-box-shadow !default;\n\n$input-btn-padding-y-sm:      .25rem !default;\n$input-btn-padding-x-sm:      .5rem !default;\n$input-btn-font-size-sm:      $font-size-sm !default;\n\n$input-btn-padding-y-lg:      .5rem !default;\n$input-btn-padding-x-lg:      1rem !default;\n$input-btn-font-size-lg:      $font-size-lg !default;\n\n$input-btn-border-width:      var(--#{$prefix}border-width) !default;\n// scss-docs-end input-btn-variables\n\n\n// Buttons\n//\n// For each of Bootstrap's buttons, define text, background, and border color.\n\n// scss-docs-start btn-variables\n$btn-color:                   var(--#{$prefix}body-color) !default;\n$btn-padding-y:               $input-btn-padding-y !default;\n$btn-padding-x:               $input-btn-padding-x !default;\n$btn-font-family:             $input-btn-font-family !default;\n$btn-font-size:               $input-btn-font-size !default;\n$btn-line-height:             $input-btn-line-height !default;\n$btn-white-space:             null !default; // Set to `nowrap` to prevent text wrapping\n\n$btn-padding-y-sm:            $input-btn-padding-y-sm !default;\n$btn-padding-x-sm:            $input-btn-padding-x-sm !default;\n$btn-font-size-sm:            $input-btn-font-size-sm !default;\n\n$btn-padding-y-lg:            $input-btn-padding-y-lg !default;\n$btn-padding-x-lg:            $input-btn-padding-x-lg !default;\n$btn-font-size-lg:            $input-btn-font-size-lg !default;\n\n$btn-border-width:            $input-btn-border-width !default;\n\n$btn-font-weight:             $font-weight-normal !default;\n$btn-box-shadow:              inset 0 1px 0 rgba($white, .15), 0 1px 1px rgba($black, .075) !default;\n$btn-focus-width:             $input-btn-focus-width !default;\n$btn-focus-box-shadow:        $input-btn-focus-box-shadow !default;\n$btn-disabled-opacity:        .65 !default;\n$btn-active-box-shadow:       inset 0 3px 5px rgba($black, .125) !default;\n\n$btn-link-color:              var(--#{$prefix}link-color) !default;\n$btn-link-hover-color:        var(--#{$prefix}link-hover-color) !default;\n$btn-link-disabled-color:     $gray-600 !default;\n$btn-link-focus-shadow-rgb:   to-rgb(mix(color-contrast($link-color), $link-color, 15%)) !default;\n\n// Allows for customizing button radius independently from global border radius\n$btn-border-radius:           var(--#{$prefix}border-radius) !default;\n$btn-border-radius-sm:        var(--#{$prefix}border-radius-sm) !default;\n$btn-border-radius-lg:        var(--#{$prefix}border-radius-lg) !default;\n\n$btn-transition:              color .15s ease-in-out, background-color .15s ease-in-out, border-color .15s ease-in-out, box-shadow .15s ease-in-out !default;\n\n$btn-hover-bg-shade-amount:       15% !default;\n$btn-hover-bg-tint-amount:        15% !default;\n$btn-hover-border-shade-amount:   20% !default;\n$btn-hover-border-tint-amount:    10% !default;\n$btn-active-bg-shade-amount:      20% !default;\n$btn-active-bg-tint-amount:       20% !default;\n$btn-active-border-shade-amount:  25% !default;\n$btn-active-border-tint-amount:   10% !default;\n// scss-docs-end btn-variables\n\n\n// Forms\n\n// scss-docs-start form-text-variables\n$form-text-margin-top:                  .25rem !default;\n$form-text-font-size:                   $small-font-size !default;\n$form-text-font-style:                  null !default;\n$form-text-font-weight:                 null !default;\n$form-text-color:                       var(--#{$prefix}secondary-color) !default;\n// scss-docs-end form-text-variables\n\n// scss-docs-start form-label-variables\n$form-label-margin-bottom:              .5rem !default;\n$form-label-font-size:                  null !default;\n$form-label-font-style:                 null !default;\n$form-label-font-weight:                null !default;\n$form-label-color:                      null !default;\n// scss-docs-end form-label-variables\n\n// scss-docs-start form-input-variables\n$input-padding-y:                       $input-btn-padding-y !default;\n$input-padding-x:                       $input-btn-padding-x !default;\n$input-font-family:                     $input-btn-font-family !default;\n$input-font-size:                       $input-btn-font-size !default;\n$input-font-weight:                     $font-weight-base !default;\n$input-line-height:                     $input-btn-line-height !default;\n\n$input-padding-y-sm:                    $input-btn-padding-y-sm !default;\n$input-padding-x-sm:                    $input-btn-padding-x-sm !default;\n$input-font-size-sm:                    $input-btn-font-size-sm !default;\n\n$input-padding-y-lg:                    $input-btn-padding-y-lg !default;\n$input-padding-x-lg:                    $input-btn-padding-x-lg !default;\n$input-font-size-lg:                    $input-btn-font-size-lg !default;\n\n$input-bg:                              var(--#{$prefix}body-bg) !default;\n$input-disabled-color:                  null !default;\n$input-disabled-bg:                     var(--#{$prefix}secondary-bg) !default;\n$input-disabled-border-color:           null !default;\n\n$input-color:                           var(--#{$prefix}body-color) !default;\n$input-border-color:                    var(--#{$prefix}border-color) !default;\n$input-border-width:                    $input-btn-border-width !default;\n$input-box-shadow:                      var(--#{$prefix}box-shadow-inset) !default;\n\n$input-border-radius:                   var(--#{$prefix}border-radius) !default;\n$input-border-radius-sm:                var(--#{$prefix}border-radius-sm) !default;\n$input-border-radius-lg:                var(--#{$prefix}border-radius-lg) !default;\n\n$input-focus-bg:                        $input-bg !default;\n$input-focus-border-color:              tint-color($component-active-bg, 50%) !default;\n$input-focus-color:                     $input-color !default;\n$input-focus-width:                     $input-btn-focus-width !default;\n$input-focus-box-shadow:                $input-btn-focus-box-shadow !default;\n\n$input-placeholder-color:               var(--#{$prefix}secondary-color) !default;\n$input-plaintext-color:                 var(--#{$prefix}body-color) !default;\n\n$input-height-border:                   calc(#{$input-border-width} * 2) !default; // stylelint-disable-line function-disallowed-list\n\n$input-height-inner:                    add($input-line-height * 1em, $input-padding-y * 2) !default;\n$input-height-inner-half:               add($input-line-height * .5em, $input-padding-y) !default;\n$input-height-inner-quarter:            add($input-line-height * .25em, $input-padding-y * .5) !default;\n\n$input-height:                          add($input-line-height * 1em, add($input-padding-y * 2, $input-height-border, false)) !default;\n$input-height-sm:                       add($input-line-height * 1em, add($input-padding-y-sm * 2, $input-height-border, false)) !default;\n$input-height-lg:                       add($input-line-height * 1em, add($input-padding-y-lg * 2, $input-height-border, false)) !default;\n\n$input-transition:                      border-color .15s ease-in-out, box-shadow .15s ease-in-out !default;\n\n$form-color-width:                      3rem !default;\n// scss-docs-end form-input-variables\n\n// scss-docs-start form-check-variables\n$form-check-input-width:                  1em !default;\n$form-check-min-height:                   $font-size-base * $line-height-base !default;\n$form-check-padding-start:                $form-check-input-width + .5em !default;\n$form-check-margin-bottom:                .125rem !default;\n$form-check-label-color:                  null !default;\n$form-check-label-cursor:                 null !default;\n$form-check-transition:                   null !default;\n\n$form-check-input-active-filter:          brightness(90%) !default;\n\n$form-check-input-bg:                     $input-bg !default;\n$form-check-input-border:                 var(--#{$prefix}border-width) solid var(--#{$prefix}border-color) !default;\n$form-check-input-border-radius:          .25em !default;\n$form-check-radio-border-radius:          50% !default;\n$form-check-input-focus-border:           $input-focus-border-color !default;\n$form-check-input-focus-box-shadow:       $focus-ring-box-shadow !default;\n\n$form-check-input-checked-color:          $component-active-color !default;\n$form-check-input-checked-bg-color:       $component-active-bg !default;\n$form-check-input-checked-border-color:   $form-check-input-checked-bg-color !default;\n$form-check-input-checked-bg-image:       url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 20 20'><path fill='none' stroke='#{$form-check-input-checked-color}' stroke-linecap='round' stroke-linejoin='round' stroke-width='3' d='m6 10 3 3 6-6'/></svg>\") !default;\n$form-check-radio-checked-bg-image:       url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='-4 -4 8 8'><circle r='2' fill='#{$form-check-input-checked-color}'/></svg>\") !default;\n\n$form-check-input-indeterminate-color:          $component-active-color !default;\n$form-check-input-indeterminate-bg-color:       $component-active-bg !default;\n$form-check-input-indeterminate-border-color:   $form-check-input-indeterminate-bg-color !default;\n$form-check-input-indeterminate-bg-image:       url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 20 20'><path fill='none' stroke='#{$form-check-input-indeterminate-color}' stroke-linecap='round' stroke-linejoin='round' stroke-width='3' d='M6 10h8'/></svg>\") !default;\n\n$form-check-input-disabled-opacity:        .5 !default;\n$form-check-label-disabled-opacity:        $form-check-input-disabled-opacity !default;\n$form-check-btn-check-disabled-opacity:    $btn-disabled-opacity !default;\n\n$form-check-inline-margin-end:    1rem !default;\n// scss-docs-end form-check-variables\n\n// scss-docs-start form-switch-variables\n$form-switch-color:               rgba($black, .25) !default;\n$form-switch-width:               2em !default;\n$form-switch-padding-start:       $form-switch-width + .5em !default;\n$form-switch-bg-image:            url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='-4 -4 8 8'><circle r='3' fill='#{$form-switch-color}'/></svg>\") !default;\n$form-switch-border-radius:       $form-switch-width !default;\n$form-switch-transition:          background-position .15s ease-in-out !default;\n\n$form-switch-focus-color:         $input-focus-border-color !default;\n$form-switch-focus-bg-image:      url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='-4 -4 8 8'><circle r='3' fill='#{$form-switch-focus-color}'/></svg>\") !default;\n\n$form-switch-checked-color:       $component-active-color !default;\n$form-switch-checked-bg-image:    url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='-4 -4 8 8'><circle r='3' fill='#{$form-switch-checked-color}'/></svg>\") !default;\n$form-switch-checked-bg-position: right center !default;\n// scss-docs-end form-switch-variables\n\n// scss-docs-start input-group-variables\n$input-group-addon-padding-y:           $input-padding-y !default;\n$input-group-addon-padding-x:           $input-padding-x !default;\n$input-group-addon-font-weight:         $input-font-weight !default;\n$input-group-addon-color:               $input-color !default;\n$input-group-addon-bg:                  var(--#{$prefix}tertiary-bg) !default;\n$input-group-addon-border-color:        $input-border-color !default;\n// scss-docs-end input-group-variables\n\n// scss-docs-start form-select-variables\n$form-select-padding-y:             $input-padding-y !default;\n$form-select-padding-x:             $input-padding-x !default;\n$form-select-font-family:           $input-font-family !default;\n$form-select-font-size:             $input-font-size !default;\n$form-select-indicator-padding:     $form-select-padding-x * 3 !default; // Extra padding for background-image\n$form-select-font-weight:           $input-font-weight !default;\n$form-select-line-height:           $input-line-height !default;\n$form-select-color:                 $input-color !default;\n$form-select-bg:                    $input-bg !default;\n$form-select-disabled-color:        null !default;\n$form-select-disabled-bg:           $input-disabled-bg !default;\n$form-select-disabled-border-color: $input-disabled-border-color !default;\n$form-select-bg-position:           right $form-select-padding-x center !default;\n$form-select-bg-size:               16px 12px !default; // In pixels because image dimensions\n$form-select-indicator-color:       $gray-800 !default;\n$form-select-indicator:             url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16'><path fill='none' stroke='#{$form-select-indicator-color}' stroke-linecap='round' stroke-linejoin='round' stroke-width='2' d='m2 5 6 6 6-6'/></svg>\") !default;\n\n$form-select-feedback-icon-padding-end: $form-select-padding-x * 2.5 + $form-select-indicator-padding !default;\n$form-select-feedback-icon-position:    center right $form-select-indicator-padding !default;\n$form-select-feedback-icon-size:        $input-height-inner-half $input-height-inner-half !default;\n\n$form-select-border-width:        $input-border-width !default;\n$form-select-border-color:        $input-border-color !default;\n$form-select-border-radius:       $input-border-radius !default;\n$form-select-box-shadow:          var(--#{$prefix}box-shadow-inset) !default;\n\n$form-select-focus-border-color:  $input-focus-border-color !default;\n$form-select-focus-width:         $input-focus-width !default;\n$form-select-focus-box-shadow:    0 0 0 $form-select-focus-width $input-btn-focus-color !default;\n\n$form-select-padding-y-sm:        $input-padding-y-sm !default;\n$form-select-padding-x-sm:        $input-padding-x-sm !default;\n$form-select-font-size-sm:        $input-font-size-sm !default;\n$form-select-border-radius-sm:    $input-border-radius-sm !default;\n\n$form-select-padding-y-lg:        $input-padding-y-lg !default;\n$form-select-padding-x-lg:        $input-padding-x-lg !default;\n$form-select-font-size-lg:        $input-font-size-lg !default;\n$form-select-border-radius-lg:    $input-border-radius-lg !default;\n\n$form-select-transition:          $input-transition !default;\n// scss-docs-end form-select-variables\n\n// scss-docs-start form-range-variables\n$form-range-track-width:          100% !default;\n$form-range-track-height:         .5rem !default;\n$form-range-track-cursor:         pointer !default;\n$form-range-track-bg:             var(--#{$prefix}secondary-bg) !default;\n$form-range-track-border-radius:  1rem !default;\n$form-range-track-box-shadow:     var(--#{$prefix}box-shadow-inset) !default;\n\n$form-range-thumb-width:                   1rem !default;\n$form-range-thumb-height:                  $form-range-thumb-width !default;\n$form-range-thumb-bg:                      $component-active-bg !default;\n$form-range-thumb-border:                  0 !default;\n$form-range-thumb-border-radius:           1rem !default;\n$form-range-thumb-box-shadow:              0 .1rem .25rem rgba($black, .1) !default;\n$form-range-thumb-focus-box-shadow:        0 0 0 1px $body-bg, $input-focus-box-shadow !default;\n$form-range-thumb-focus-box-shadow-width:  $input-focus-width !default; // For focus box shadow issue in Edge\n$form-range-thumb-active-bg:               tint-color($component-active-bg, 70%) !default;\n$form-range-thumb-disabled-bg:             var(--#{$prefix}secondary-color) !default;\n$form-range-thumb-transition:              background-color .15s ease-in-out, border-color .15s ease-in-out, box-shadow .15s ease-in-out !default;\n// scss-docs-end form-range-variables\n\n// scss-docs-start form-file-variables\n$form-file-button-color:          $input-color !default;\n$form-file-button-bg:             var(--#{$prefix}tertiary-bg) !default;\n$form-file-button-hover-bg:       var(--#{$prefix}secondary-bg) !default;\n// scss-docs-end form-file-variables\n\n// scss-docs-start form-floating-variables\n$form-floating-height:                  add(3.5rem, $input-height-border) !default;\n$form-floating-line-height:             1.25 !default;\n$form-floating-padding-x:               $input-padding-x !default;\n$form-floating-padding-y:               1rem !default;\n$form-floating-input-padding-t:         1.625rem !default;\n$form-floating-input-padding-b:         .625rem !default;\n$form-floating-label-height:            1.5em !default;\n$form-floating-label-opacity:           .65 !default;\n$form-floating-label-transform:         scale(.85) translateY(-.5rem) translateX(.15rem) !default;\n$form-floating-label-disabled-color:    $gray-600 !default;\n$form-floating-transition:              opacity .1s ease-in-out, transform .1s ease-in-out !default;\n// scss-docs-end form-floating-variables\n\n// Form validation\n\n// scss-docs-start form-feedback-variables\n$form-feedback-margin-top:          $form-text-margin-top !default;\n$form-feedback-font-size:           $form-text-font-size !default;\n$form-feedback-font-style:          $form-text-font-style !default;\n$form-feedback-valid-color:         $success !default;\n$form-feedback-invalid-color:       $danger !default;\n\n$form-feedback-icon-valid-color:    $form-feedback-valid-color !default;\n$form-feedback-icon-valid:          url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 8 8'><path fill='#{$form-feedback-icon-valid-color}' d='M2.3 6.73.6 4.53c-.4-1.04.46-1.4 1.1-.8l1.1 1.4 3.4-3.8c.6-.63 1.6-.27 1.2.7l-4 4.6c-.43.5-.8.4-1.1.1z'/></svg>\") !default;\n$form-feedback-icon-invalid-color:  $form-feedback-invalid-color !default;\n$form-feedback-icon-invalid:        url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 12 12' width='12' height='12' fill='none' stroke='#{$form-feedback-icon-invalid-color}'><circle cx='6' cy='6' r='4.5'/><path stroke-linejoin='round' d='M5.8 3.6h.4L6 6.5z'/><circle cx='6' cy='8.2' r='.6' fill='#{$form-feedback-icon-invalid-color}' stroke='none'/></svg>\") !default;\n// scss-docs-end form-feedback-variables\n\n// scss-docs-start form-validation-colors\n$form-valid-color:                  $form-feedback-valid-color !default;\n$form-valid-border-color:           $form-feedback-valid-color !default;\n$form-invalid-color:                $form-feedback-invalid-color !default;\n$form-invalid-border-color:         $form-feedback-invalid-color !default;\n// scss-docs-end form-validation-colors\n\n// scss-docs-start form-validation-states\n$form-validation-states: (\n  \"valid\": (\n    \"color\": var(--#{$prefix}form-valid-color),\n    \"icon\": $form-feedback-icon-valid,\n    \"tooltip-color\": #fff,\n    \"tooltip-bg-color\": var(--#{$prefix}success),\n    \"focus-box-shadow\": 0 0 $input-btn-focus-blur $input-focus-width rgba(var(--#{$prefix}success-rgb), $input-btn-focus-color-opacity),\n    \"border-color\": var(--#{$prefix}form-valid-border-color),\n  ),\n  \"invalid\": (\n    \"color\": var(--#{$prefix}form-invalid-color),\n    \"icon\": $form-feedback-icon-invalid,\n    \"tooltip-color\": #fff,\n    \"tooltip-bg-color\": var(--#{$prefix}danger),\n    \"focus-box-shadow\": 0 0 $input-btn-focus-blur $input-focus-width rgba(var(--#{$prefix}danger-rgb), $input-btn-focus-color-opacity),\n    \"border-color\": var(--#{$prefix}form-invalid-border-color),\n  )\n) !default;\n// scss-docs-end form-validation-states\n\n// Z-index master list\n//\n// Warning: Avoid customizing these values. They're used for a bird's eye view\n// of components dependent on the z-axis and are designed to all work together.\n\n// scss-docs-start zindex-stack\n$zindex-dropdown:                   1000 !default;\n$zindex-sticky:                     1020 !default;\n$zindex-fixed:                      1030 !default;\n$zindex-offcanvas-backdrop:         1040 !default;\n$zindex-offcanvas:                  1045 !default;\n$zindex-modal-backdrop:             1050 !default;\n$zindex-modal:                      1055 !default;\n$zindex-popover:                    1070 !default;\n$zindex-tooltip:                    1080 !default;\n$zindex-toast:                      1090 !default;\n// scss-docs-end zindex-stack\n\n// scss-docs-start zindex-levels-map\n$zindex-levels: (\n  n1: -1,\n  0: 0,\n  1: 1,\n  2: 2,\n  3: 3\n) !default;\n// scss-docs-end zindex-levels-map\n\n\n// Navs\n\n// scss-docs-start nav-variables\n$nav-link-padding-y:                .5rem !default;\n$nav-link-padding-x:                1rem !default;\n$nav-link-font-size:                null !default;\n$nav-link-font-weight:              null !default;\n$nav-link-color:                    var(--#{$prefix}link-color) !default;\n$nav-link-hover-color:              var(--#{$prefix}link-hover-color) !default;\n$nav-link-transition:               color .15s ease-in-out, background-color .15s ease-in-out, border-color .15s ease-in-out !default;\n$nav-link-disabled-color:           var(--#{$prefix}secondary-color) !default;\n$nav-link-focus-box-shadow:         $focus-ring-box-shadow !default;\n\n$nav-tabs-border-color:             var(--#{$prefix}border-color) !default;\n$nav-tabs-border-width:             var(--#{$prefix}border-width) !default;\n$nav-tabs-border-radius:            var(--#{$prefix}border-radius) !default;\n$nav-tabs-link-hover-border-color:  var(--#{$prefix}secondary-bg) var(--#{$prefix}secondary-bg) $nav-tabs-border-color !default;\n$nav-tabs-link-active-color:        var(--#{$prefix}emphasis-color) !default;\n$nav-tabs-link-active-bg:           var(--#{$prefix}body-bg) !default;\n$nav-tabs-link-active-border-color: var(--#{$prefix}border-color) var(--#{$prefix}border-color) $nav-tabs-link-active-bg !default;\n\n$nav-pills-border-radius:           var(--#{$prefix}border-radius) !default;\n$nav-pills-link-active-color:       $component-active-color !default;\n$nav-pills-link-active-bg:          $component-active-bg !default;\n\n$nav-underline-gap:                 1rem !default;\n$nav-underline-border-width:        .125rem !default;\n$nav-underline-link-active-color:   var(--#{$prefix}emphasis-color) !default;\n// scss-docs-end nav-variables\n\n\n// Navbar\n\n// scss-docs-start navbar-variables\n$navbar-padding-y:                  $spacer * .5 !default;\n$navbar-padding-x:                  null !default;\n\n$navbar-nav-link-padding-x:         .5rem !default;\n\n$navbar-brand-font-size:            $font-size-lg !default;\n// Compute the navbar-brand padding-y so the navbar-brand will have the same height as navbar-text and nav-link\n$nav-link-height:                   $font-size-base * $line-height-base + $nav-link-padding-y * 2 !default;\n$navbar-brand-height:               $navbar-brand-font-size * $line-height-base !default;\n$navbar-brand-padding-y:            ($nav-link-height - $navbar-brand-height) * .5 !default;\n$navbar-brand-margin-end:           1rem !default;\n\n$navbar-toggler-padding-y:          .25rem !default;\n$navbar-toggler-padding-x:          .75rem !default;\n$navbar-toggler-font-size:          $font-size-lg !default;\n$navbar-toggler-border-radius:      $btn-border-radius !default;\n$navbar-toggler-focus-width:        $btn-focus-width !default;\n$navbar-toggler-transition:         box-shadow .15s ease-in-out !default;\n\n$navbar-light-color:                rgba(var(--#{$prefix}emphasis-color-rgb), .65) !default;\n$navbar-light-hover-color:          rgba(var(--#{$prefix}emphasis-color-rgb), .8) !default;\n$navbar-light-active-color:         rgba(var(--#{$prefix}emphasis-color-rgb), 1) !default;\n$navbar-light-disabled-color:       rgba(var(--#{$prefix}emphasis-color-rgb), .3) !default;\n$navbar-light-icon-color:           rgba($body-color, .75) !default;\n$navbar-light-toggler-icon-bg:      url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'><path stroke='#{$navbar-light-icon-color}' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/></svg>\") !default;\n$navbar-light-toggler-border-color: rgba(var(--#{$prefix}emphasis-color-rgb), .15) !default;\n$navbar-light-brand-color:          $navbar-light-active-color !default;\n$navbar-light-brand-hover-color:    $navbar-light-active-color !default;\n// scss-docs-end navbar-variables\n\n// scss-docs-start navbar-dark-variables\n$navbar-dark-color:                 rgba($white, .55) !default;\n$navbar-dark-hover-color:           rgba($white, .75) !default;\n$navbar-dark-active-color:          $white !default;\n$navbar-dark-disabled-color:        rgba($white, .25) !default;\n$navbar-dark-icon-color:            $navbar-dark-color !default;\n$navbar-dark-toggler-icon-bg:       url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'><path stroke='#{$navbar-dark-icon-color}' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/></svg>\") !default;\n$navbar-dark-toggler-border-color:  rgba($white, .1) !default;\n$navbar-dark-brand-color:           $navbar-dark-active-color !default;\n$navbar-dark-brand-hover-color:     $navbar-dark-active-color !default;\n// scss-docs-end navbar-dark-variables\n\n\n// Dropdowns\n//\n// Dropdown menu container and contents.\n\n// scss-docs-start dropdown-variables\n$dropdown-min-width:                10rem !default;\n$dropdown-padding-x:                0 !default;\n$dropdown-padding-y:                .5rem !default;\n$dropdown-spacer:                   .125rem !default;\n$dropdown-font-size:                $font-size-base !default;\n$dropdown-color:                    var(--#{$prefix}body-color) !default;\n$dropdown-bg:                       var(--#{$prefix}body-bg) !default;\n$dropdown-border-color:             var(--#{$prefix}border-color-translucent) !default;\n$dropdown-border-radius:            var(--#{$prefix}border-radius) !default;\n$dropdown-border-width:             var(--#{$prefix}border-width) !default;\n$dropdown-inner-border-radius:      calc(#{$dropdown-border-radius} - #{$dropdown-border-width}) !default; // stylelint-disable-line function-disallowed-list\n$dropdown-divider-bg:               $dropdown-border-color !default;\n$dropdown-divider-margin-y:         $spacer * .5 !default;\n$dropdown-box-shadow:               var(--#{$prefix}box-shadow) !default;\n\n$dropdown-link-color:               var(--#{$prefix}body-color) !default;\n$dropdown-link-hover-color:         $dropdown-link-color !default;\n$dropdown-link-hover-bg:            var(--#{$prefix}tertiary-bg) !default;\n\n$dropdown-link-active-color:        $component-active-color !default;\n$dropdown-link-active-bg:           $component-active-bg !default;\n\n$dropdown-link-disabled-color:      var(--#{$prefix}tertiary-color) !default;\n\n$dropdown-item-padding-y:           $spacer * .25 !default;\n$dropdown-item-padding-x:           $spacer !default;\n\n$dropdown-header-color:             $gray-600 !default;\n$dropdown-header-padding-x:         $dropdown-item-padding-x !default;\n$dropdown-header-padding-y:         $dropdown-padding-y !default;\n// fusv-disable\n$dropdown-header-padding:           $dropdown-header-padding-y $dropdown-header-padding-x !default; // Deprecated in v5.2.0\n// fusv-enable\n// scss-docs-end dropdown-variables\n\n// scss-docs-start dropdown-dark-variables\n$dropdown-dark-color:               $gray-300 !default;\n$dropdown-dark-bg:                  $gray-800 !default;\n$dropdown-dark-border-color:        $dropdown-border-color !default;\n$dropdown-dark-divider-bg:          $dropdown-divider-bg !default;\n$dropdown-dark-box-shadow:          null !default;\n$dropdown-dark-link-color:          $dropdown-dark-color !default;\n$dropdown-dark-link-hover-color:    $white !default;\n$dropdown-dark-link-hover-bg:       rgba($white, .15) !default;\n$dropdown-dark-link-active-color:   $dropdown-link-active-color !default;\n$dropdown-dark-link-active-bg:      $dropdown-link-active-bg !default;\n$dropdown-dark-link-disabled-color: $gray-500 !default;\n$dropdown-dark-header-color:        $gray-500 !default;\n// scss-docs-end dropdown-dark-variables\n\n\n// Pagination\n\n// scss-docs-start pagination-variables\n$pagination-padding-y:              .375rem !default;\n$pagination-padding-x:              .75rem !default;\n$pagination-padding-y-sm:           .25rem !default;\n$pagination-padding-x-sm:           .5rem !default;\n$pagination-padding-y-lg:           .75rem !default;\n$pagination-padding-x-lg:           1.5rem !default;\n\n$pagination-font-size:              $font-size-base !default;\n\n$pagination-color:                  var(--#{$prefix}link-color) !default;\n$pagination-bg:                     var(--#{$prefix}body-bg) !default;\n$pagination-border-radius:          var(--#{$prefix}border-radius) !default;\n$pagination-border-width:           var(--#{$prefix}border-width) !default;\n$pagination-margin-start:           calc(#{$pagination-border-width} * -1) !default; // stylelint-disable-line function-disallowed-list\n$pagination-border-color:           var(--#{$prefix}border-color) !default;\n\n$pagination-focus-color:            var(--#{$prefix}link-hover-color) !default;\n$pagination-focus-bg:               var(--#{$prefix}secondary-bg) !default;\n$pagination-focus-box-shadow:       $focus-ring-box-shadow !default;\n$pagination-focus-outline:          0 !default;\n\n$pagination-hover-color:            var(--#{$prefix}link-hover-color) !default;\n$pagination-hover-bg:               var(--#{$prefix}tertiary-bg) !default;\n$pagination-hover-border-color:     var(--#{$prefix}border-color) !default; // Todo in v6: remove this?\n\n$pagination-active-color:           $component-active-color !default;\n$pagination-active-bg:              $component-active-bg !default;\n$pagination-active-border-color:    $component-active-bg !default;\n\n$pagination-disabled-color:         var(--#{$prefix}secondary-color) !default;\n$pagination-disabled-bg:            var(--#{$prefix}secondary-bg) !default;\n$pagination-disabled-border-color:  var(--#{$prefix}border-color) !default;\n\n$pagination-transition:              color .15s ease-in-out, background-color .15s ease-in-out, border-color .15s ease-in-out, box-shadow .15s ease-in-out !default;\n\n$pagination-border-radius-sm:       var(--#{$prefix}border-radius-sm) !default;\n$pagination-border-radius-lg:       var(--#{$prefix}border-radius-lg) !default;\n// scss-docs-end pagination-variables\n\n\n// Placeholders\n\n// scss-docs-start placeholders\n$placeholder-opacity-max:           .5 !default;\n$placeholder-opacity-min:           .2 !default;\n// scss-docs-end placeholders\n\n// Cards\n\n// scss-docs-start card-variables\n$card-spacer-y:                     $spacer !default;\n$card-spacer-x:                     $spacer !default;\n$card-title-spacer-y:               $spacer * .5 !default;\n$card-title-color:                  null !default;\n$card-subtitle-color:               null !default;\n$card-border-width:                 var(--#{$prefix}border-width) !default;\n$card-border-color:                 var(--#{$prefix}border-color-translucent) !default;\n$card-border-radius:                var(--#{$prefix}border-radius) !default;\n$card-box-shadow:                   null !default;\n$card-inner-border-radius:          subtract($card-border-radius, $card-border-width) !default;\n$card-cap-padding-y:                $card-spacer-y * .5 !default;\n$card-cap-padding-x:                $card-spacer-x !default;\n$card-cap-bg:                       rgba(var(--#{$prefix}body-color-rgb), .03) !default;\n$card-cap-color:                    null !default;\n$card-height:                       null !default;\n$card-color:                        null !default;\n$card-bg:                           var(--#{$prefix}body-bg) !default;\n$card-img-overlay-padding:          $spacer !default;\n$card-group-margin:                 $grid-gutter-width * .5 !default;\n// scss-docs-end card-variables\n\n// Accordion\n\n// scss-docs-start accordion-variables\n$accordion-padding-y:                     1rem !default;\n$accordion-padding-x:                     1.25rem !default;\n$accordion-color:                         var(--#{$prefix}body-color) !default;\n$accordion-bg:                            var(--#{$prefix}body-bg) !default;\n$accordion-border-width:                  var(--#{$prefix}border-width) !default;\n$accordion-border-color:                  var(--#{$prefix}border-color) !default;\n$accordion-border-radius:                 var(--#{$prefix}border-radius) !default;\n$accordion-inner-border-radius:           subtract($accordion-border-radius, $accordion-border-width) !default;\n\n$accordion-body-padding-y:                $accordion-padding-y !default;\n$accordion-body-padding-x:                $accordion-padding-x !default;\n\n$accordion-button-padding-y:              $accordion-padding-y !default;\n$accordion-button-padding-x:              $accordion-padding-x !default;\n$accordion-button-color:                  var(--#{$prefix}body-color) !default;\n$accordion-button-bg:                     var(--#{$prefix}accordion-bg) !default;\n$accordion-transition:                    $btn-transition, border-radius .15s ease !default;\n$accordion-button-active-bg:              var(--#{$prefix}primary-bg-subtle) !default;\n$accordion-button-active-color:           var(--#{$prefix}primary-text-emphasis) !default;\n\n$accordion-button-focus-border-color:     $input-focus-border-color !default;\n$accordion-button-focus-box-shadow:       $btn-focus-box-shadow !default;\n\n$accordion-icon-width:                    1.25rem !default;\n$accordion-icon-color:                    $body-color !default;\n$accordion-icon-active-color:             $primary-text-emphasis !default;\n$accordion-icon-transition:               transform .2s ease-in-out !default;\n$accordion-icon-transform:                rotate(-180deg) !default;\n\n$accordion-button-icon:         url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='#{$accordion-icon-color}'><path fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/></svg>\") !default;\n$accordion-button-active-icon:  url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='#{$accordion-icon-active-color}'><path fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/></svg>\") !default;\n// scss-docs-end accordion-variables\n\n// Tooltips\n\n// scss-docs-start tooltip-variables\n$tooltip-font-size:                 $font-size-sm !default;\n$tooltip-max-width:                 200px !default;\n$tooltip-color:                     var(--#{$prefix}body-bg) !default;\n$tooltip-bg:                        var(--#{$prefix}emphasis-color) !default;\n$tooltip-border-radius:             var(--#{$prefix}border-radius) !default;\n$tooltip-opacity:                   .9 !default;\n$tooltip-padding-y:                 $spacer * .25 !default;\n$tooltip-padding-x:                 $spacer * .5 !default;\n$tooltip-margin:                    null !default; // TODO: remove this in v6\n\n$tooltip-arrow-width:               .8rem !default;\n$tooltip-arrow-height:              .4rem !default;\n// fusv-disable\n$tooltip-arrow-color:               null !default; // Deprecated in Bootstrap 5.2.0 for CSS variables\n// fusv-enable\n// scss-docs-end tooltip-variables\n\n// Form tooltips must come after regular tooltips\n// scss-docs-start tooltip-feedback-variables\n$form-feedback-tooltip-padding-y:     $tooltip-padding-y !default;\n$form-feedback-tooltip-padding-x:     $tooltip-padding-x !default;\n$form-feedback-tooltip-font-size:     $tooltip-font-size !default;\n$form-feedback-tooltip-line-height:   null !default;\n$form-feedback-tooltip-opacity:       $tooltip-opacity !default;\n$form-feedback-tooltip-border-radius: $tooltip-border-radius !default;\n// scss-docs-end tooltip-feedback-variables\n\n\n// Popovers\n\n// scss-docs-start popover-variables\n$popover-font-size:                 $font-size-sm !default;\n$popover-bg:                        var(--#{$prefix}body-bg) !default;\n$popover-max-width:                 276px !default;\n$popover-border-width:              var(--#{$prefix}border-width) !default;\n$popover-border-color:              var(--#{$prefix}border-color-translucent) !default;\n$popover-border-radius:             var(--#{$prefix}border-radius-lg) !default;\n$popover-inner-border-radius:       calc(#{$popover-border-radius} - #{$popover-border-width}) !default; // stylelint-disable-line function-disallowed-list\n$popover-box-shadow:                var(--#{$prefix}box-shadow) !default;\n\n$popover-header-font-size:          $font-size-base !default;\n$popover-header-bg:                 var(--#{$prefix}secondary-bg) !default;\n$popover-header-color:              $headings-color !default;\n$popover-header-padding-y:          .5rem !default;\n$popover-header-padding-x:          $spacer !default;\n\n$popover-body-color:                var(--#{$prefix}body-color) !default;\n$popover-body-padding-y:            $spacer !default;\n$popover-body-padding-x:            $spacer !default;\n\n$popover-arrow-width:               1rem !default;\n$popover-arrow-height:              .5rem !default;\n// scss-docs-end popover-variables\n\n// fusv-disable\n// Deprecated in Bootstrap 5.2.0 for CSS variables\n$popover-arrow-color:               $popover-bg !default;\n$popover-arrow-outer-color:         var(--#{$prefix}border-color-translucent) !default;\n// fusv-enable\n\n\n// Toasts\n\n// scss-docs-start toast-variables\n$toast-max-width:                   350px !default;\n$toast-padding-x:                   .75rem !default;\n$toast-padding-y:                   .5rem !default;\n$toast-font-size:                   .875rem !default;\n$toast-color:                       null !default;\n$toast-background-color:            rgba(var(--#{$prefix}body-bg-rgb), .85) !default;\n$toast-border-width:                var(--#{$prefix}border-width) !default;\n$toast-border-color:                var(--#{$prefix}border-color-translucent) !default;\n$toast-border-radius:               var(--#{$prefix}border-radius) !default;\n$toast-box-shadow:                  var(--#{$prefix}box-shadow) !default;\n$toast-spacing:                     $container-padding-x !default;\n\n$toast-header-color:                var(--#{$prefix}secondary-color) !default;\n$toast-header-background-color:     rgba(var(--#{$prefix}body-bg-rgb), .85) !default;\n$toast-header-border-color:         $toast-border-color !default;\n// scss-docs-end toast-variables\n\n\n// Badges\n\n// scss-docs-start badge-variables\n$badge-font-size:                   .75em !default;\n$badge-font-weight:                 $font-weight-bold !default;\n$badge-color:                       $white !default;\n$badge-padding-y:                   .35em !default;\n$badge-padding-x:                   .65em !default;\n$badge-border-radius:               var(--#{$prefix}border-radius) !default;\n// scss-docs-end badge-variables\n\n\n// Modals\n\n// scss-docs-start modal-variables\n$modal-inner-padding:               $spacer !default;\n\n$modal-footer-margin-between:       .5rem !default;\n\n$modal-dialog-margin:               .5rem !default;\n$modal-dialog-margin-y-sm-up:       1.75rem !default;\n\n$modal-title-line-height:           $line-height-base !default;\n\n$modal-content-color:               null !default;\n$modal-content-bg:                  var(--#{$prefix}body-bg) !default;\n$modal-content-border-color:        var(--#{$prefix}border-color-translucent) !default;\n$modal-content-border-width:        var(--#{$prefix}border-width) !default;\n$modal-content-border-radius:       var(--#{$prefix}border-radius-lg) !default;\n$modal-content-inner-border-radius: subtract($modal-content-border-radius, $modal-content-border-width) !default;\n$modal-content-box-shadow-xs:       var(--#{$prefix}box-shadow-sm) !default;\n$modal-content-box-shadow-sm-up:    var(--#{$prefix}box-shadow) !default;\n\n$modal-backdrop-bg:                 $black !default;\n$modal-backdrop-opacity:            .5 !default;\n\n$modal-header-border-color:         var(--#{$prefix}border-color) !default;\n$modal-header-border-width:         $modal-content-border-width !default;\n$modal-header-padding-y:            $modal-inner-padding !default;\n$modal-header-padding-x:            $modal-inner-padding !default;\n$modal-header-padding:              $modal-header-padding-y $modal-header-padding-x !default; // Keep this for backwards compatibility\n\n$modal-footer-bg:                   null !default;\n$modal-footer-border-color:         $modal-header-border-color !default;\n$modal-footer-border-width:         $modal-header-border-width !default;\n\n$modal-sm:                          300px !default;\n$modal-md:                          500px !default;\n$modal-lg:                          800px !default;\n$modal-xl:                          1140px !default;\n\n$modal-fade-transform:              translate(0, -50px) !default;\n$modal-show-transform:              none !default;\n$modal-transition:                  transform .3s ease-out !default;\n$modal-scale-transform:             scale(1.02) !default;\n// scss-docs-end modal-variables\n\n\n// Alerts\n//\n// Define alert colors, border radius, and padding.\n\n// scss-docs-start alert-variables\n$alert-padding-y:               $spacer !default;\n$alert-padding-x:               $spacer !default;\n$alert-margin-bottom:           1rem !default;\n$alert-border-radius:           var(--#{$prefix}border-radius) !default;\n$alert-link-font-weight:        $font-weight-bold !default;\n$alert-border-width:            var(--#{$prefix}border-width) !default;\n$alert-dismissible-padding-r:   $alert-padding-x * 3 !default; // 3x covers width of x plus default padding on either side\n// scss-docs-end alert-variables\n\n// fusv-disable\n$alert-bg-scale:                -80% !default; // Deprecated in v5.2.0, to be removed in v6\n$alert-border-scale:            -70% !default; // Deprecated in v5.2.0, to be removed in v6\n$alert-color-scale:             40% !default; // Deprecated in v5.2.0, to be removed in v6\n// fusv-enable\n\n// Progress bars\n\n// scss-docs-start progress-variables\n$progress-height:                   1rem !default;\n$progress-font-size:                $font-size-base * .75 !default;\n$progress-bg:                       var(--#{$prefix}secondary-bg) !default;\n$progress-border-radius:            var(--#{$prefix}border-radius) !default;\n$progress-box-shadow:               var(--#{$prefix}box-shadow-inset) !default;\n$progress-bar-color:                $white !default;\n$progress-bar-bg:                   $primary !default;\n$progress-bar-animation-timing:     1s linear infinite !default;\n$progress-bar-transition:           width .6s ease !default;\n// scss-docs-end progress-variables\n\n\n// List group\n\n// scss-docs-start list-group-variables\n$list-group-color:                  var(--#{$prefix}body-color) !default;\n$list-group-bg:                     var(--#{$prefix}body-bg) !default;\n$list-group-border-color:           var(--#{$prefix}border-color) !default;\n$list-group-border-width:           var(--#{$prefix}border-width) !default;\n$list-group-border-radius:          var(--#{$prefix}border-radius) !default;\n\n$list-group-item-padding-y:         $spacer * .5 !default;\n$list-group-item-padding-x:         $spacer !default;\n// fusv-disable\n$list-group-item-bg-scale:          -80% !default; // Deprecated in v5.3.0\n$list-group-item-color-scale:       40% !default; // Deprecated in v5.3.0\n// fusv-enable\n\n$list-group-hover-bg:               var(--#{$prefix}tertiary-bg) !default;\n$list-group-active-color:           $component-active-color !default;\n$list-group-active-bg:              $component-active-bg !default;\n$list-group-active-border-color:    $list-group-active-bg !default;\n\n$list-group-disabled-color:         var(--#{$prefix}secondary-color) !default;\n$list-group-disabled-bg:            $list-group-bg !default;\n\n$list-group-action-color:           var(--#{$prefix}secondary-color) !default;\n$list-group-action-hover-color:     var(--#{$prefix}emphasis-color) !default;\n\n$list-group-action-active-color:    var(--#{$prefix}body-color) !default;\n$list-group-action-active-bg:       var(--#{$prefix}secondary-bg) !default;\n// scss-docs-end list-group-variables\n\n\n// Image thumbnails\n\n// scss-docs-start thumbnail-variables\n$thumbnail-padding:                 .25rem !default;\n$thumbnail-bg:                      var(--#{$prefix}body-bg) !default;\n$thumbnail-border-width:            var(--#{$prefix}border-width) !default;\n$thumbnail-border-color:            var(--#{$prefix}border-color) !default;\n$thumbnail-border-radius:           var(--#{$prefix}border-radius) !default;\n$thumbnail-box-shadow:              var(--#{$prefix}box-shadow-sm) !default;\n// scss-docs-end thumbnail-variables\n\n\n// Figures\n\n// scss-docs-start figure-variables\n$figure-caption-font-size:          $small-font-size !default;\n$figure-caption-color:              var(--#{$prefix}secondary-color) !default;\n// scss-docs-end figure-variables\n\n\n// Breadcrumbs\n\n// scss-docs-start breadcrumb-variables\n$breadcrumb-font-size:              null !default;\n$breadcrumb-padding-y:              0 !default;\n$breadcrumb-padding-x:              0 !default;\n$breadcrumb-item-padding-x:         .5rem !default;\n$breadcrumb-margin-bottom:          1rem !default;\n$breadcrumb-bg:                     null !default;\n$breadcrumb-divider-color:          var(--#{$prefix}secondary-color) !default;\n$breadcrumb-active-color:           var(--#{$prefix}secondary-color) !default;\n$breadcrumb-divider:                quote(\"/\") !default;\n$breadcrumb-divider-flipped:        $breadcrumb-divider !default;\n$breadcrumb-border-radius:          null !default;\n// scss-docs-end breadcrumb-variables\n\n// Carousel\n\n// scss-docs-start carousel-variables\n$carousel-control-color:             $white !default;\n$carousel-control-width:             15% !default;\n$carousel-control-opacity:           .5 !default;\n$carousel-control-hover-opacity:     .9 !default;\n$carousel-control-transition:        opacity .15s ease !default;\n\n$carousel-indicator-width:           30px !default;\n$carousel-indicator-height:          3px !default;\n$carousel-indicator-hit-area-height: 10px !default;\n$carousel-indicator-spacer:          3px !default;\n$carousel-indicator-opacity:         .5 !default;\n$carousel-indicator-active-bg:       $white !default;\n$carousel-indicator-active-opacity:  1 !default;\n$carousel-indicator-transition:      opacity .6s ease !default;\n\n$carousel-caption-width:             70% !default;\n$carousel-caption-color:             $white !default;\n$carousel-caption-padding-y:         1.25rem !default;\n$carousel-caption-spacer:            1.25rem !default;\n\n$carousel-control-icon-width:        2rem !default;\n\n$carousel-control-prev-icon-bg:      url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='#{$carousel-control-color}'><path d='M11.354 1.646a.5.5 0 0 1 0 .708L5.707 8l5.647 5.646a.5.5 0 0 1-.708.708l-6-6a.5.5 0 0 1 0-.708l6-6a.5.5 0 0 1 .708 0z'/></svg>\") !default;\n$carousel-control-next-icon-bg:      url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='#{$carousel-control-color}'><path d='M4.646 1.646a.5.5 0 0 1 .708 0l6 6a.5.5 0 0 1 0 .708l-6 6a.5.5 0 0 1-.708-.708L10.293 8 4.646 2.354a.5.5 0 0 1 0-.708z'/></svg>\") !default;\n\n$carousel-transition-duration:       .6s !default;\n$carousel-transition:                transform $carousel-transition-duration ease-in-out !default; // Define transform transition first if using multiple transitions (e.g., `transform 2s ease, opacity .5s ease-out`)\n// scss-docs-end carousel-variables\n\n// scss-docs-start carousel-dark-variables\n$carousel-dark-indicator-active-bg:  $black !default;\n$carousel-dark-caption-color:        $black !default;\n$carousel-dark-control-icon-filter:  invert(1) grayscale(100) !default;\n// scss-docs-end carousel-dark-variables\n\n\n// Spinners\n\n// scss-docs-start spinner-variables\n$spinner-width:           2rem !default;\n$spinner-height:          $spinner-width !default;\n$spinner-vertical-align:  -.125em !default;\n$spinner-border-width:    .25em !default;\n$spinner-animation-speed: .75s !default;\n\n$spinner-width-sm:        1rem !default;\n$spinner-height-sm:       $spinner-width-sm !default;\n$spinner-border-width-sm: .2em !default;\n// scss-docs-end spinner-variables\n\n\n// Close\n\n// scss-docs-start close-variables\n$btn-close-width:            1em !default;\n$btn-close-height:           $btn-close-width !default;\n$btn-close-padding-x:        .25em !default;\n$btn-close-padding-y:        $btn-close-padding-x !default;\n$btn-close-color:            $black !default;\n$btn-close-bg:               url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='#{$btn-close-color}'><path d='M.293.293a1 1 0 0 1 1.414 0L8 6.586 14.293.293a1 1 0 1 1 1.414 1.414L9.414 8l6.293 6.293a1 1 0 0 1-1.414 1.414L8 9.414l-6.293 6.293a1 1 0 0 1-1.414-1.414L6.586 8 .293 1.707a1 1 0 0 1 0-1.414z'/></svg>\") !default;\n$btn-close-focus-shadow:     $focus-ring-box-shadow !default;\n$btn-close-opacity:          .5 !default;\n$btn-close-hover-opacity:    .75 !default;\n$btn-close-focus-opacity:    1 !default;\n$btn-close-disabled-opacity: .25 !default;\n$btn-close-white-filter:     invert(1) grayscale(100%) brightness(200%) !default;\n// scss-docs-end close-variables\n\n\n// Offcanvas\n\n// scss-docs-start offcanvas-variables\n$offcanvas-padding-y:               $modal-inner-padding !default;\n$offcanvas-padding-x:               $modal-inner-padding !default;\n$offcanvas-horizontal-width:        400px !default;\n$offcanvas-vertical-height:         30vh !default;\n$offcanvas-transition-duration:     .3s !default;\n$offcanvas-border-color:            $modal-content-border-color !default;\n$offcanvas-border-width:            $modal-content-border-width !default;\n$offcanvas-title-line-height:       $modal-title-line-height !default;\n$offcanvas-bg-color:                var(--#{$prefix}body-bg) !default;\n$offcanvas-color:                   var(--#{$prefix}body-color) !default;\n$offcanvas-box-shadow:              $modal-content-box-shadow-xs !default;\n$offcanvas-backdrop-bg:             $modal-backdrop-bg !default;\n$offcanvas-backdrop-opacity:        $modal-backdrop-opacity !default;\n// scss-docs-end offcanvas-variables\n\n// Code\n\n$code-font-size:                    $small-font-size !default;\n$code-color:                        $pink !default;\n\n$kbd-padding-y:                     .1875rem !default;\n$kbd-padding-x:                     .375rem !default;\n$kbd-font-size:                     $code-font-size !default;\n$kbd-color:                         var(--#{$prefix}body-bg) !default;\n$kbd-bg:                            var(--#{$prefix}body-color) !default;\n$nested-kbd-font-weight:            null !default; // Deprecated in v5.2.0, removing in v6\n\n$pre-color:                         null !default;\n","/***\n * Rules for the UX/UI of skip navigation link btn. \n *It's only visible to people\n * navigating with keyboard for accessibility purposes\n * ref: https://www.youtube.com/watch?v=VUR0I5mqq7I\n ***/\n\n.skip-link {\n  position: fixed;\n  top: 0;\n  left: 0;\n  right: 0;\n  text-align: center;\n  background-color: var(--pst-color-warning);\n  // Ensure we are using a WCAG conformant colour\n  color: var(--pst-color-warning-text) !important;\n  padding: 0.5rem;\n  z-index: $zindex-modal;\n  border-bottom: 1px solid var(--pst-color-border);\n\n  // This shows / hides the button\n  transform: translateY(-100%);\n  transition: transform 150ms ease-in-out;\n  &:focus {\n    transform: translateY(0%);\n    // ensure this is visible\n    outline: 3px solid $foundation-black;\n  }\n}\n",".bd-container {\n  flex-grow: 1;\n  display: flex;\n  justify-content: center;\n\n  .bd-container__inner {\n    display: flex;\n  }\n}\n\n.bd-page-width {\n  width: 100%;\n  @include media-breakpoint-up(lg) {\n    max-width: $breakpoint-page-width;\n  }\n}\n","// Breakpoint viewport sizes and media queries.\n//\n// Breakpoints are defined as a map of (name: minimum width), order from small to large:\n//\n//    (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px)\n//\n// The map defined in the `$grid-breakpoints` global variable is used as the `$breakpoints` argument by default.\n\n// Name of the next breakpoint, or null for the last breakpoint.\n//\n//    >> breakpoint-next(sm)\n//    md\n//    >> breakpoint-next(sm, (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px))\n//    md\n//    >> breakpoint-next(sm, $breakpoint-names: (xs sm md lg xl xxl))\n//    md\n@function breakpoint-next($name, $breakpoints: $grid-breakpoints, $breakpoint-names: map-keys($breakpoints)) {\n  $n: index($breakpoint-names, $name);\n  @if not $n {\n    @error \"breakpoint `#{$name}` not found in `#{$breakpoints}`\";\n  }\n  @return if($n < length($breakpoint-names), nth($breakpoint-names, $n + 1), null);\n}\n\n// Minimum breakpoint width. Null for the smallest (first) breakpoint.\n//\n//    >> breakpoint-min(sm, (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px))\n//    576px\n@function breakpoint-min($name, $breakpoints: $grid-breakpoints) {\n  $min: map-get($breakpoints, $name);\n  @return if($min != 0, $min, null);\n}\n\n// Maximum breakpoint width.\n// The maximum value is reduced by 0.02px to work around the limitations of\n// `min-` and `max-` prefixes and viewports with fractional widths.\n// See https://www.w3.org/TR/mediaqueries-4/#mq-min-max\n// Uses 0.02px rather than 0.01px to work around a current rounding bug in Safari.\n// See https://bugs.webkit.org/show_bug.cgi?id=178261\n//\n//    >> breakpoint-max(md, (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px))\n//    767.98px\n@function breakpoint-max($name, $breakpoints: $grid-breakpoints) {\n  $max: map-get($breakpoints, $name);\n  @return if($max and $max > 0, $max - .02, null);\n}\n\n// Returns a blank string if smallest breakpoint, otherwise returns the name with a dash in front.\n// Useful for making responsive utilities.\n//\n//    >> breakpoint-infix(xs, (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px))\n//    \"\"  (Returns a blank string)\n//    >> breakpoint-infix(sm, (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px))\n//    \"-sm\"\n@function breakpoint-infix($name, $breakpoints: $grid-breakpoints) {\n  @return if(breakpoint-min($name, $breakpoints) == null, \"\", \"-#{$name}\");\n}\n\n// Media of at least the minimum breakpoint width. No query for the smallest breakpoint.\n// Makes the @content apply to the given breakpoint and wider.\n@mixin media-breakpoint-up($name, $breakpoints: $grid-breakpoints) {\n  $min: breakpoint-min($name, $breakpoints);\n  @if $min {\n    @media (min-width: $min) {\n      @content;\n    }\n  } @else {\n    @content;\n  }\n}\n\n// Media of at most the maximum breakpoint width. No query for the largest breakpoint.\n// Makes the @content apply to the given breakpoint and narrower.\n@mixin media-breakpoint-down($name, $breakpoints: $grid-breakpoints) {\n  $max: breakpoint-max($name, $breakpoints);\n  @if $max {\n    @media (max-width: $max) {\n      @content;\n    }\n  } @else {\n    @content;\n  }\n}\n\n// Media that spans multiple breakpoint widths.\n// Makes the @content apply between the min and max breakpoints\n@mixin media-breakpoint-between($lower, $upper, $breakpoints: $grid-breakpoints) {\n  $min: breakpoint-min($lower, $breakpoints);\n  $max: breakpoint-max($upper, $breakpoints);\n\n  @if $min != null and $max != null {\n    @media (min-width: $min) and (max-width: $max) {\n      @content;\n    }\n  } @else if $max == null {\n    @include media-breakpoint-up($lower, $breakpoints) {\n      @content;\n    }\n  } @else if $min == null {\n    @include media-breakpoint-down($upper, $breakpoints) {\n      @content;\n    }\n  }\n}\n\n// Media between the breakpoint's minimum and maximum widths.\n// No minimum for the smallest breakpoint, and no maximum for the largest one.\n// Makes the @content apply only to the given breakpoint, not viewports any wider or narrower.\n@mixin media-breakpoint-only($name, $breakpoints: $grid-breakpoints) {\n  $min:  breakpoint-min($name, $breakpoints);\n  $next: breakpoint-next($name, $breakpoints);\n  $max:  breakpoint-max($next, $breakpoints);\n\n  @if $min != null and $max != null {\n    @media (min-width: $min) and (max-width: $max) {\n      @content;\n    }\n  } @else if $max == null {\n    @include media-breakpoint-up($name, $breakpoints) {\n      @content;\n    }\n  } @else if $min == null {\n    @include media-breakpoint-down($next, $breakpoints) {\n      @content;\n    }\n  }\n}\n",".bd-header-version-warning,\n.bd-header-announcement {\n  min-height: 3rem;\n  width: 100%;\n  display: flex;\n  position: relative;\n  align-items: center;\n  justify-content: center;\n  text-align: center;\n  padding: 0.5rem 12.5%; // Horizontal padding so the width is 75%\n  // One breakpoint less than $breakpoint-sidebar-primary. See variables/_layout.scss for more info.\n  @include media-breakpoint-down(lg) {\n    // Announcements can take a bit more width on mobile\n    padding: 0.5rem 2%;\n  }\n\n  p {\n    font-weight: bold;\n    margin: 0;\n  }\n\n  &:after {\n    position: absolute;\n    width: 100%;\n    height: 100%;\n    left: 0;\n    top: 0;\n    content: \"\";\n    z-index: -1; // So it doesn't hover over the content\n  }\n\n  &:empty {\n    display: none;\n  }\n\n  // Ensure there is enough contrast against the background\n  a {\n    color: var(--pst-color-inline-code-links);\n  }\n}\n\n// Bg color is now defined in the theme color palette - using our secondary color\n.bd-header-announcement {\n  &:after {\n    background-color: var(--pst-color-secondary-bg);\n  }\n}\n\n.bd-header-version-warning {\n  &:after {\n    background-color: var(--pst-color-danger-bg);\n  }\n}\n","/**\n * Main content area\n */\n.bd-main {\n  flex-grow: 1;\n  flex-direction: column;\n  display: flex;\n  min-width: 0;\n\n  .bd-content {\n    display: flex;\n    justify-content: center;\n    height: 100%;\n    .bd-article-container {\n      justify-content: start;\n      display: flex;\n      flex-direction: column;\n      // Max-width is slightly more than the W3 since our docs often have images.\n      // We shoot for about 100 characters per line instead of 80.\n      // ref: https://www.w3.org/WAI/tutorials/page-structure/styling/#line-length\n      width: 100%;\n      max-width: 60em;\n      overflow-x: auto; // Prevent wide content from pushing off the secondary sidebar\n      padding: 1rem;\n      .bd-article {\n        // Give a bit more verticle spacing on wide screens\n        @include media-breakpoint-up($breakpoint-sidebar-secondary) {\n          padding-top: 1.5rem;\n          padding-left: 2rem;\n        }\n      }\n    }\n  }\n}\n",".bd-footer {\n  width: 100%;\n  border-top: 1px solid var(--pst-color-border);\n\n  .bd-footer__inner {\n    display: flex;\n    flex-grow: 1;\n    padding: 1rem;\n    margin: auto;\n  }\n\n  .footer-items__start,\n  .footer-items__center,\n  .footer-items__end {\n    display: flex;\n    flex-direction: column;\n    gap: 0.5rem;\n    justify-content: center;\n    flex-grow: 1;\n  }\n\n  .footer-items__center {\n    text-align: center;\n  }\n\n  .footer-items__end {\n    text-align: end;\n  }\n\n  // So that paragraphs don't take up extra room\n  .footer-item p {\n    margin-bottom: 0;\n  }\n}\n",".bd-footer-article {\n  margin-top: auto;\n\n  .footer-article-items {\n    display: flex;\n    flex-direction: column;\n  }\n}\n",".bd-footer-content {\n  .footer-content-items {\n    display: flex;\n    flex-direction: column;\n    margin-top: auto;\n  }\n}\n","/**\n * Header at the top of the page\n * It includes the announcement bar and the navigation bar.\n */\n\n// Styling for the Icon links can be found in components/_icon-links.scss\n\n// If we want the shadow to only point downward in the future, set\n// box-shadow to: 0 0.125rem 0.25rem -0.125rem rgba(0, 0, 0, 0.11);\n.bd-header {\n  position: sticky;\n  top: 0;\n  z-index: $zindex-fixed;\n\n  // Overrides bootstrap\n  background: var(--pst-color-on-background) !important;\n  box-shadow: 0 0.125rem 0.25rem 0 var(--pst-color-shadow);\n\n  width: 100%;\n  padding: 0;\n  max-width: 100vw;\n  justify-content: center;\n  .bd-header__inner {\n    display: flex;\n    align-items: center;\n    height: fit-content;\n    padding-left: 1rem;\n    padding-right: 1rem;\n  }\n\n  // These items will define the height of the header\n  .navbar-item {\n    height: var(--pst-header-height);\n    max-height: var(--pst-header-height);\n    display: flex;\n    align-items: center;\n  }\n\n  // Hide the header items on mobile\n  .navbar-header-items {\n    display: none;\n    flex-shrink: 1;\n    @include media-breakpoint-up($breakpoint-sidebar-primary) {\n      display: flex;\n      flex-grow: 1;\n      padding: 0 0 0 0.5rem;\n    }\n  }\n\n  .navbar-header-items__end,\n  .navbar-header-items__center,\n  .navbar-header-items__start {\n    display: flex;\n    align-items: center;\n    flex-flow: wrap;\n    // In case we wrap our items to multiple rows on small screens\n    row-gap: 0;\n  }\n\n  .navbar-header-items__end,\n  .navbar-header-items__center {\n    column-gap: 1rem;\n  }\n\n  // A little smaller because this is displayed by default on mobile\n  .navbar-header-items__start {\n    flex-shrink: 0;\n    margin-right: auto;\n    gap: 0.5rem;\n  }\n\n  .navbar-header-items__end {\n    // End navbar items should snap to the right\n    justify-content: end;\n  }\n\n  // Contains the navigation links within the navbar\n  .navbar-nav {\n    display: flex;\n\n    @include media-breakpoint-up($breakpoint-sidebar-primary) {\n      // Center align on wide screens so the dropdown button is centered properly\n      align-items: center;\n    }\n\n    li a.nav-link {\n      @include link-style-text;\n    }\n\n    // Current page is always underlined in the navbar\n    > .current > .nav-link {\n      @include link-navbar-current;\n    }\n\n    // Dropdowns for the extra links\n    .dropdown {\n      button {\n        display: unset;\n        color: var(--pst-color-text-muted);\n        border: none;\n        @include link-style-hover;\n        @include focus-indicator;\n      }\n\n      .dropdown-menu {\n        z-index: $zindex-popover;\n        border: 1px solid var(--pst-color-border);\n        box-shadow: 0 0 0.3rem 0.1rem var(--pst-color-shadow);\n        background-color: var(--pst-color-on-background);\n        padding: 0.5rem 0;\n        margin: 0.5rem 0;\n        min-width: 20rem;\n\n        .dropdown-item {\n          // Give the items in the dropdown some breathing room but let the hit\n          // and hover area of the items extend to the edges of the menu\n          padding: 0.25rem 1.5rem;\n\n          // Override Bootstrap\n          &:focus:not(:hover):not(:active) {\n            background-color: inherit;\n          }\n        }\n\n        // Hide the menu unless show has been clicked\n        &:not(.show) {\n          display: none;\n        }\n      }\n    }\n  }\n}\n\n// inline the element in the navbar as long as they fit and use display block when collapsing\n@include media-breakpoint-up($breakpoint-sidebar-primary) {\n  .navbar-center-items .navbar-item {\n    display: inline-block;\n  }\n}\n\n.nav-link {\n  @include link-style-hover;\n\n  // Override Bootstrap\n  transition: none;\n\n  &.nav-external:after {\n    font: var(--fa-font-solid);\n    content: var(--pst-icon-external-link);\n    font-size: 0.75em;\n    margin-left: 0.3em;\n  }\n}\n\n.bd-navbar-elements li.nav-item i {\n  font-size: 0.7rem;\n  padding-left: 2px;\n  vertical-align: middle;\n}\n\n/**\n * Showing and hiding the sidebar toggle buttons and header items\n */\n\n// Hide the header items on mobile\n.bd-header {\n  // Toggle labels\n  label {\n    &.sidebar-toggle {\n      display: flex;\n      cursor: pointer;\n      font-size: var(--pst-font-size-icon);\n      align-items: center;\n      color: var(--pst-color-muted);\n      margin-bottom: 0;\n      padding-bottom: 0.25rem;\n    }\n\n    &.primary-toggle {\n      margin-right: 1rem;\n      @include media-breakpoint-up($breakpoint-sidebar-primary) {\n        display: none;\n      }\n    }\n\n    &.secondary-toggle {\n      margin-left: 1rem;\n      @include media-breakpoint-up($breakpoint-sidebar-secondary) {\n        display: none;\n      }\n    }\n    @include icon-navbar-hover;\n    @include focus-indicator;\n  }\n\n  // Hide the navbar header items on mobile because they're in the sidebar\n  .navbar-header-items {\n    display: none;\n    @include media-breakpoint-up($breakpoint-sidebar-primary) {\n      display: inherit;\n    }\n  }\n}\n\n// THe elements next to the hamburger menu only show on narrow screens\n.navbar-persistent--mobile {\n  margin-left: auto;\n  @include media-breakpoint-up($breakpoint-sidebar-primary) {\n    display: none;\n  }\n}\n\n// The navbar-persistent content should only show on wide screens\n.navbar-persistent--container {\n  display: none;\n  @include media-breakpoint-up($breakpoint-sidebar-primary) {\n    display: flex;\n  }\n}\n",".header-article__inner {\n  display: flex;\n  padding: 0 0.5rem;\n\n  // The items define the height so that it disappears if there are no items\n  .header-article-item {\n    min-height: var(--pst-header-article-height);\n    height: var(--pst-header-article-height);\n  }\n\n  .header-article-items__start,\n  .header-article-items__end {\n    display: flex;\n    align-items: start;\n    gap: 0.5rem;\n  }\n\n  .header-article-items__end {\n    margin-left: auto;\n  }\n}\n","/**\n * The primary sidebar on the left.\n * e.g., between-pages navigation.\n */\n\n.bd-sidebar-primary {\n  display: flex;\n  flex-direction: column;\n  gap: 1rem;\n  max-height: calc(100vh - var(--pst-header-height));\n  position: sticky;\n  top: var(--pst-header-height);\n  @include make-col(3);\n\n  // Borders padding and whitespace\n  padding: 2rem 1rem 1rem 1rem;\n  border-right: 1px solid var(--pst-color-border);\n  background-color: var(--pst-color-background);\n  overflow-y: auto;\n\n  font-size: var(--pst-sidebar-font-size-mobile);\n  @include media-breakpoint-up($breakpoint-sidebar-primary) {\n    font-size: var(--pst-sidebar-font-size);\n  }\n\n  // override bootstrap when navlink are displayed in the sidebar\n  .nav-link {\n    font-size: var(--pst-sidebar-font-size-mobile);\n  }\n\n  &.no-sidebar {\n    border-right: 0;\n  }\n\n  &.hide-on-wide {\n    @include media-breakpoint-up($breakpoint-sidebar-primary) {\n      display: none;\n    }\n  }\n\n  // Headers shouldn't be colored in the sidebars and some extensions add headers\n  h1,\n  h2,\n  h3,\n  h4 {\n    color: var(--pst-color-text-base);\n  }\n\n  .sidebar-primary-items__start,\n  .sidebar-primary-items__end {\n    .sidebar-primary-item {\n      padding: 0.5rem 0;\n    }\n  }\n\n  // Hide the sidebar header items on widescreen since they are visible in the header\n  .sidebar-header-items {\n    display: flex;\n    flex-direction: column;\n\n    .sidebar-header-items__title {\n      font-weight: var(--pst-sidebar-header-font-weight);\n      font-size: var(--pst-sidebar-header-font-size);\n      color: var(--pst-color-text-base);\n      margin-bottom: 0.5rem;\n    }\n\n    // The dropdown toggle for extra links just shows them all instead.\n    .nav-item.dropdown {\n      // On mobile, the dropdown behaves like any other link, no hiding\n      button {\n        display: none;\n      }\n\n      .dropdown-menu {\n        display: flex;\n        flex-direction: column;\n        padding: 0;\n        margin: 0;\n        border: none;\n        background-color: inherit;\n        font-size: inherit;\n      }\n    }\n\n    // Center header items get displayed vertically, end items are displayed horizontally\n    .sidebar-header-items__center {\n      display: flex;\n      flex-direction: column;\n    }\n\n    // Positioning end items\n    .sidebar-header-items__end {\n      display: flex;\n      align-items: center;\n      gap: 0.5rem;\n    }\n\n    @include media-breakpoint-up($breakpoint-sidebar-primary) {\n      display: none;\n    }\n  }\n\n  .sidebar-primary-items__start {\n    // Add a border on mobile to separate it from the header sidebar area\n    border-top: 1px solid var(--pst-color-border);\n    @include media-breakpoint-up($breakpoint-sidebar-primary) {\n      border-top: none;\n    }\n  }\n\n  .sidebar-primary-items__end {\n    margin-top: auto;\n    margin-bottom: 1em;\n  }\n  .list-caption {\n    list-style: none;\n    padding-left: 0px;\n  }\n  li {\n    position: relative;\n    // If it has children, add a bit more padding to wrap the content to avoid\n    // overlapping with the <label>\n    &.has-children {\n      > .reference {\n        padding-right: 30px;\n      }\n    }\n  }\n  // Navigation item chevrons\n  label.toctree-toggle {\n    position: absolute;\n    top: 0;\n    right: 0;\n    height: 30px;\n    width: 30px;\n\n    cursor: pointer;\n\n    display: flex;\n    justify-content: center;\n    align-items: center;\n\n    &:hover {\n      background: var(--pst-color-surface);\n    }\n\n    i {\n      display: inline-block;\n      font-size: 0.75rem;\n      text-align: center;\n      &:hover {\n        color: var(--pst-color-primary);\n      }\n    }\n  }\n  .label-parts {\n    width: 100%;\n    height: 100%;\n    &:hover {\n      background: none;\n    }\n    i {\n      width: 30px;\n      position: absolute;\n      top: 0.3em; // aligning chevron with text\n      right: 0em; // aligning chevron to the right\n    }\n  }\n}\n\n/* Between-page links and captions */\nnav.bd-links {\n  margin-right: -1rem;\n\n  @include media-breakpoint-up($breakpoint-sidebar-primary) {\n    display: block;\n  }\n\n  ul {\n    list-style: none;\n\n    // Reduce padding of nested `ul` items a bit\n    ul {\n      padding: 0 0 0 1rem;\n    }\n  }\n\n  li > a {\n    display: block;\n    padding: 0.25rem 0.65rem;\n    @include link-sidebar;\n    box-shadow: none;\n\n    &.reference.external {\n      &:after {\n        font: var(--fa-font-solid);\n        content: var(--pst-icon-external-link);\n        font-size: 0.75em;\n        margin-left: 0.3em;\n      }\n    }\n  }\n\n  .current {\n    > a {\n      @include link-sidebar-current;\n      background-color: transparent;\n    }\n  }\n\n  // Title\n  p.bd-links__title {\n    font-size: var(--pst-sidebar-header-font-size);\n    font-weight: var(--pst-sidebar-header-font-weight);\n    margin-bottom: 0.5rem;\n  }\n\n  // Toctree captions\n  p.caption {\n    font-weight: var(--pst-sidebar-header-font-weight);\n    position: relative;\n    margin-top: 1.25rem;\n    margin-bottom: 0.5rem;\n    color: var(--pst-color-text-base);\n    &:first-child {\n      margin-top: 0;\n    }\n\n    font-size: var(--pst-sidebar-font-size-mobile);\n    @include media-breakpoint-up($breakpoint-sidebar-primary) {\n      font-size: var(--pst-sidebar-font-size);\n    }\n  }\n}\n","// Grid system\n//\n// Generate semantic grid columns with these mixins.\n\n@mixin make-row($gutter: $grid-gutter-width) {\n  --#{$prefix}gutter-x: #{$gutter};\n  --#{$prefix}gutter-y: 0;\n  display: flex;\n  flex-wrap: wrap;\n  // TODO: Revisit calc order after https://github.com/react-bootstrap/react-bootstrap/issues/6039 is fixed\n  margin-top: calc(-1 * var(--#{$prefix}gutter-y)); // stylelint-disable-line function-disallowed-list\n  margin-right: calc(-.5 * var(--#{$prefix}gutter-x)); // stylelint-disable-line function-disallowed-list\n  margin-left: calc(-.5 * var(--#{$prefix}gutter-x)); // stylelint-disable-line function-disallowed-list\n}\n\n@mixin make-col-ready() {\n  // Add box sizing if only the grid is loaded\n  box-sizing: if(variable-exists(include-column-box-sizing) and $include-column-box-sizing, border-box, null);\n  // Prevent columns from becoming too narrow when at smaller grid tiers by\n  // always setting `width: 100%;`. This works because we set the width\n  // later on to override this initial width.\n  flex-shrink: 0;\n  width: 100%;\n  max-width: 100%; // Prevent `.col-auto`, `.col` (& responsive variants) from breaking out the grid\n  padding-right: calc(var(--#{$prefix}gutter-x) * .5); // stylelint-disable-line function-disallowed-list\n  padding-left: calc(var(--#{$prefix}gutter-x) * .5); // stylelint-disable-line function-disallowed-list\n  margin-top: var(--#{$prefix}gutter-y);\n}\n\n@mixin make-col($size: false, $columns: $grid-columns) {\n  @if $size {\n    flex: 0 0 auto;\n    width: percentage(divide($size, $columns));\n\n  } @else {\n    flex: 1 1 0;\n    max-width: 100%;\n  }\n}\n\n@mixin make-col-auto() {\n  flex: 0 0 auto;\n  width: auto;\n}\n\n@mixin make-col-offset($size, $columns: $grid-columns) {\n  $num: divide($size, $columns);\n  margin-left: if($num == 0, 0, percentage($num));\n}\n\n// Row columns\n//\n// Specify on a parent element(e.g., .row) to force immediate children into NN\n// number of columns. Supports wrapping to new lines, but does not do a Masonry\n// style grid.\n@mixin row-cols($count) {\n  > * {\n    flex: 0 0 auto;\n    width: percentage(divide(1, $count));\n  }\n}\n\n// Framework grid generation\n//\n// Used only by Bootstrap to generate the correct number of grid classes given\n// any value of `$grid-columns`.\n\n@mixin make-grid-columns($columns: $grid-columns, $gutter: $grid-gutter-width, $breakpoints: $grid-breakpoints) {\n  @each $breakpoint in map-keys($breakpoints) {\n    $infix: breakpoint-infix($breakpoint, $breakpoints);\n\n    @include media-breakpoint-up($breakpoint, $breakpoints) {\n      // Provide basic `.col-{bp}` classes for equal-width flexbox columns\n      .col#{$infix} {\n        flex: 1 0 0%; // Flexbugs #4: https://github.com/philipwalton/flexbugs#flexbug-4\n      }\n\n      .row-cols#{$infix}-auto > * {\n        @include make-col-auto();\n      }\n\n      @if $grid-row-columns > 0 {\n        @for $i from 1 through $grid-row-columns {\n          .row-cols#{$infix}-#{$i} {\n            @include row-cols($i);\n          }\n        }\n      }\n\n      .col#{$infix}-auto {\n        @include make-col-auto();\n      }\n\n      @if $columns > 0 {\n        @for $i from 1 through $columns {\n          .col#{$infix}-#{$i} {\n            @include make-col($i, $columns);\n          }\n        }\n\n        // `$columns - 1` because offsetting by the width of an entire row isn't possible\n        @for $i from 0 through ($columns - 1) {\n          @if not ($infix == \"\" and $i == 0) { // Avoid emitting useless .offset-0\n            .offset#{$infix}-#{$i} {\n              @include make-col-offset($i, $columns);\n            }\n          }\n        }\n      }\n\n      // Gutters\n      //\n      // Make use of `.g-*`, `.gx-*` or `.gy-*` utilities to change spacing between the columns.\n      @each $key, $value in $gutters {\n        .g#{$infix}-#{$key},\n        .gx#{$infix}-#{$key} {\n          --#{$prefix}gutter-x: #{$value};\n        }\n\n        .g#{$infix}-#{$key},\n        .gy#{$infix}-#{$key} {\n          --#{$prefix}gutter-y: #{$value};\n        }\n      }\n    }\n  }\n}\n\n@mixin make-cssgrid($columns: $grid-columns, $breakpoints: $grid-breakpoints) {\n  @each $breakpoint in map-keys($breakpoints) {\n    $infix: breakpoint-infix($breakpoint, $breakpoints);\n\n    @include media-breakpoint-up($breakpoint, $breakpoints) {\n      @if $columns > 0 {\n        @for $i from 1 through $columns {\n          .g-col#{$infix}-#{$i} {\n            grid-column: auto / span $i;\n          }\n        }\n\n        // Start with `1` because `0` is and invalid value.\n        // Ends with `$columns - 1` because offsetting by the width of an entire row isn't possible.\n        @for $i from 1 through ($columns - 1) {\n          .g-start#{$infix}-#{$i} {\n            grid-column-start: $i;\n          }\n        }\n      }\n    }\n  }\n}\n","/**\n * Secondary sidebar on the right.\n * e.g., in-page table of contents.\n */\n.bd-sidebar-secondary {\n  display: flex;\n  order: 2;\n  flex-shrink: 0;\n  flex-direction: column;\n  position: sticky;\n  top: var(--pst-header-height);\n  max-height: calc(100vh - var(--pst-header-height));\n  padding: 2rem 1rem 1rem 1rem;\n  width: var(--pst-sidebar-secondary);\n  font-size: var(--pst-sidebar-font-size-mobile);\n  @include media-breakpoint-up($breakpoint-sidebar-secondary) {\n    font-size: var(--pst-sidebar-font-size);\n  }\n\n  // Color and border\n  background-color: var(--pst-color-background);\n  overflow-y: auto;\n}\n\n.sidebar-secondary-item {\n  padding: 0.5rem 0.5rem;\n  @include media-breakpoint-up($breakpoint-sidebar-secondary) {\n    border-left: 1px solid var(--pst-color-border);\n    padding-left: 1rem;\n  }\n\n  i {\n    padding-right: 0.5rem;\n  }\n}\n","/*******************************************************************************\n* Rules for the UX/UI of sidebar sliding drawers on mobile\n* Note that this sheet controls styles across many parts of the theme\n* It is aggregated into this one sheet instead of being split across\n* components in order to keep it easier to debug in one place.\n* It is broken up into major sections below.\n*/\n\n/*******************************************************************************\n* Buttons and overlays\n*/\ninput.sidebar-toggle {\n  display: none;\n}\n\n// Background overlays\nlabel.overlay {\n  background-color: black;\n  opacity: 0.5;\n  height: 0;\n  width: 0;\n  position: fixed;\n  top: 0;\n  left: 0;\n  transition: opacity $animation-time ease-out;\n  z-index: $zindex-modal-backdrop;\n}\n\ninput {\n  // Show the correct overlay when its input is checked\n  &#__primary:checked + label.overlay.overlay-primary,\n  &#__secondary:checked + label.overlay.overlay-secondary {\n    height: 100vh;\n    width: 100vw;\n  }\n\n  // Primary sidebar slides in from the left\n  &#__primary:checked ~ .bd-container .bd-sidebar-primary {\n    visibility: visible;\n    margin-left: 0;\n  }\n\n  // Secondary sidebar slides in from the right\n  &#__secondary:checked ~ .bd-container .bd-sidebar-secondary {\n    visibility: visible;\n    margin-right: 0;\n  }\n}\n\n/*******************************************************************************\n* Sidebar drawer behavior\n*/\n\n/**\n * Behavior for sliding drawer elements that will be toggled with an input\n *\n * NOTE: We use this mixin to define the toggle behavior on narrow screens,\n * And the wide-screen behavior of the sections is defined in their own section\n * .scss files.\n */\n@mixin sliding-drawer($side: \"left\") {\n  position: fixed;\n  top: 0;\n  z-index: $zindex-modal;\n  height: 100vh;\n  max-height: 100vh;\n  width: 75%;\n  flex-grow: 0.75;\n  max-width: 350px;\n  transition: visibility $animation-time ease-out,\n    margin $animation-time ease-out;\n  visibility: hidden;\n\n  @if $side == \"right\" {\n    margin-right: -75%;\n    right: 0;\n  } @else {\n    margin-left: -75%;\n    left: 0;\n  }\n}\n\n// Primary sidebar hides/shows at earlier widths\n@include media-breakpoint-up($breakpoint-sidebar-primary) {\n  label.sidebar-toggle.primary-toggle {\n    display: none;\n  }\n\n  input#__primary {\n    &:checked + label.overlay.overlay-primary {\n      height: 0;\n      width: 0;\n    }\n  }\n\n  .bd-sidebar-primary {\n    margin-left: 0;\n    visibility: visible;\n  }\n}\n\n.bd-sidebar-primary {\n  @include media-breakpoint-down($breakpoint-sidebar-primary) {\n    @include sliding-drawer(\"left\");\n  }\n}\n\n.bd-sidebar-secondary {\n  @include media-breakpoint-down($breakpoint-sidebar-secondary) {\n    @include sliding-drawer(\"right\");\n  }\n}\n","/**\n * Breadcrumbs for parent pages meant for the article header\n */\nul.bd-breadcrumbs {\n  list-style: none;\n  padding-left: 0;\n  display: flex;\n  flex-wrap: wrap;\n\n  // Font size slightly smaller to avoid cluttering up space too much\n  font-size: 0.8rem;\n\n  li.breadcrumb-item {\n    display: flex;\n    align-items: center;\n\n    // Style should look like heavier in-page links\n    // keeping visited in the default link colour\n    font-weight: bold;\n    a {\n      @include link-style-text;\n    }\n\n    // Items that aren't the home have a caret to the left\n    &:not(.breadcrumb-home):before {\n      font: var(--fa-font-solid);\n      font-size: 0.8rem;\n      content: var(--pst-breadcrumb-divider);\n      color: var(--pst-color-text-muted);\n      padding: 0 0.5rem;\n    }\n  }\n}\n","/**\n * Icon links in the navbar\n */\n\n.navbar-icon-links {\n  display: flex;\n  flex-direction: row;\n  column-gap: 1rem;\n  flex-wrap: wrap;\n\n  // Remove the padding so that we can define it with flexbox gap above\n  li.nav-item a.nav-link {\n    padding-left: 0;\n    padding-right: 0;\n    @include icon-navbar-hover;\n  }\n\n  // Spacing and centering\n  a span {\n    display: flex;\n    align-items: center;\n  }\n\n  // Icons styling\n  i {\n    &.fa-brands,\n    &.fa-regular,\n    &.fa-solid {\n      vertical-align: middle;\n      font-style: normal;\n      font-size: var(--pst-font-size-icon);\n    }\n\n    /* Social media buttons hard-code the brand color */\n    &.fa-square-twitter:before {\n      color: #55acee;\n    }\n\n    &.fa-square-gitlab:before {\n      color: #548;\n    }\n\n    &.fa-bitbucket:before {\n      color: #0052cc;\n    }\n  }\n\n  // Force images to be icon-sized\n  img.icon-link-image {\n    height: 1.5em;\n    border-radius: 0.2rem;\n  }\n}\n","/**\n * Logo in the navbar\n */\n\n.navbar-brand {\n  position: relative;\n  height: var(--pst-header-height);\n  max-height: var(--pst-header-height);\n  padding: 0.5rem 0;\n  width: auto;\n  margin: 0;\n  display: flex;\n  // Ensure that the logo stays the same length while other content shrinks\n  flex-shrink: 0;\n  align-items: center;\n  gap: 0.5rem;\n\n  // If there's no logo image, we use a p element w/ the site title\n  p {\n    margin-bottom: 0;\n  }\n\n  // If there's a logo, it'll be in an img block\n  img {\n    max-width: 100%;\n    height: 100%;\n    width: auto;\n  }\n\n  // remove underline from brand title on default state\n  a {\n    text-decoration: none;\n  }\n  &:hover {\n    @include link-style-hover;\n  }\n  &:visited {\n    &:hover {\n      @include link-style-hover;\n    }\n  }\n}\n","/**\n * Navigation text links in the navbar\n */\n.navbar-nav {\n  ul {\n    display: block;\n    list-style: none;\n\n    // Reduce padding of nested `ul` items a bit\n    ul {\n      padding: 0 0 0 1rem;\n    }\n  }\n\n  // Navbar links - do not have an underline by default\n  li {\n    display: flex;\n    flex-direction: column;\n\n    a {\n      display: flex;\n      align-items: center;\n      height: 100%;\n      padding-top: 0.25rem;\n      padding-bottom: 0.25rem;\n      @include link-style-text;\n    }\n  }\n\n  /**\n   * Togglable expand/collapse\n   * This is only applicable to the primary sidebar which has these checkboxes\n   */\n  .toctree-checkbox {\n    position: absolute;\n    display: none;\n  }\n\n  .toctree-checkbox {\n    ~ ul {\n      display: none;\n    }\n    ~ label .fa-chevron-down {\n      transform: rotate(0deg);\n    }\n  }\n  .toctree-checkbox:checked {\n    ~ ul {\n      display: block;\n    }\n    ~ label .fa-chevron-down {\n      transform: rotate(180deg);\n    }\n  }\n}\n","/**\n * The list of in-page TOC links\n */\n.page-toc {\n  .section-nav {\n    padding-left: 0;\n    border-bottom: none;\n\n    ul {\n      padding-left: 1rem;\n    }\n  }\n\n  // override bootstrap settings\n  .nav-link {\n    font-size: var(--pst-sidebar-font-size-mobile);\n    @include media-breakpoint-up($breakpoint-sidebar-secondary) {\n      font-size: var(--pst-sidebar-font-size);\n    }\n  }\n\n  .onthispage {\n    color: var(--pst-color-text-base);\n    font-weight: var(--pst-sidebar-header-font-weight);\n    margin-bottom: 0.5rem;\n  }\n}\n","/**\n* Previous / Next navigation buttons\n**/\n.prev-next-area {\n  width: 100%;\n\n  p {\n    margin: 0 0.3em;\n    line-height: 1.3em;\n  }\n\n  i {\n    font-size: 1.2em;\n  }\n\n  a {\n    // So that buttons align with icons\n    display: flex;\n    align-items: center;\n    border: none;\n    padding: 10px;\n    max-width: 45%;\n    overflow-x: hidden;\n    color: var(--pst-color-text-muted);\n    text-decoration: none;\n\n    p.prev-next-title {\n      @include link-style-default;\n      font-weight: var(--pst-admonition-font-weight-heading);\n      font-size: 1.1em;\n    }\n\n    &:hover p.prev-next-title {\n      @include link-style-hover;\n    }\n    // Exception here - keep visited in the default link colour\n    // it still should hover on the default link hover colour\n    &:visited p.prev-next-title {\n      color: var(--pst-color-link);\n      &:hover {\n        color: var(--pst-color-link-hover);\n      }\n    }\n\n    .prev-next-info {\n      flex-direction: column;\n      margin: 0 0.5em;\n\n      .prev-next-subtitle {\n        text-transform: capitalize;\n      }\n    }\n\n    &.left-prev {\n      float: left;\n    }\n\n    &.right-next {\n      float: right;\n\n      div.prev-next-info {\n        text-align: right;\n      }\n    }\n  }\n}\n","/**\n * Search field\n **/\n.bd-search {\n  position: relative;\n  padding-left: 0.5rem;\n  gap: 0.5rem;\n  background-color: var(--pst-color-background);\n  border-radius: $admonition-border-radius;\n  border: 1px solid var(--pst-color-border);\n  color: var(--pst-color-text-base);\n\n  // Background should always be same color regardless of active or not\n  &:active {\n    background-color: var(--pst-color-background);\n    color: var(--pst-color-text-muted);\n  }\n\n  .icon {\n    position: absolute;\n    color: var(--pst-color-border);\n    left: 25px;\n  }\n\n  .fa-solid.fa-magnifying-glass {\n    position: absolute;\n    left: calc((2.5rem - 0.7em) / 2);\n    color: var(--pst-color-text-muted);\n  }\n\n  input {\n    // Inner-text of the search bar\n    &::placeholder {\n      color: var(--pst-color-text-muted);\n    }\n\n    // Remove the little \"x\" that pops up when you start typing\n    &::-webkit-search-cancel-button,\n    &::-webkit-search-decoration {\n      -webkit-appearance: none;\n      appearance: none;\n    }\n  }\n\n  // Shows off the keyboard shortcuts for the button\n  .search-button__kbd-shortcut {\n    display: flex;\n    position: absolute;\n    right: 0.5rem;\n    color: var(--pst-color-border);\n  }\n}\n\n.form-control {\n  background-color: var(--pst-color-background);\n  color: var(--pst-color-text-base);\n\n  &:focus,\n  &:focus-visible {\n    border: none;\n    box-shadow: none;\n    outline: 3px solid var(--pst-color-accent);\n    background-color: var(--pst-color-background);\n    color: var(--pst-color-text-muted);\n  }\n}\n\n/**\n * Search button - located in the navbar\n */\n\n// Search link icon should be a bit bigger since it is separate from icon links\n.search-button {\n  display: flex;\n  align-items: center;\n  align-content: center;\n  color: var(--pst-color-text-muted);\n  // Needed to match other icons hover\n  padding: 0 0 0.25rem 0;\n  border-radius: 0;\n  @include icon-navbar-hover;\n  @include focus-indicator;\n\n  i {\n    font-size: 1.3rem;\n  }\n}\n\n// __search-container will only show up when we use the search pop-up bar\n.search-button__search-container,\n.search-button__overlay {\n  display: none;\n}\n.search-button__wrapper.show {\n  .search-button__search-container {\n    display: flex;\n    // Center in middle of screen just underneath header\n    position: fixed;\n    z-index: $zindex-modal;\n    top: 30%;\n    left: 50%;\n    transform: translate(-50%, -50%);\n    right: 1rem;\n    margin-top: 0.5rem;\n    width: 90%;\n    max-width: 800px;\n  }\n\n  .search-button__overlay {\n    display: flex;\n    position: fixed;\n    z-index: $zindex-modal-backdrop;\n    background-color: black;\n    opacity: 0.5;\n    width: 100%;\n    height: 100%;\n    top: 0px;\n    left: 0px;\n  }\n\n  form.bd-search {\n    flex-grow: 1;\n    padding-top: 0;\n    padding-bottom: 0;\n  }\n\n  // Font and input text a bit bigger\n  svg,\n  input {\n    font-size: var(--pst-font-size-icon);\n  }\n}\n\n/**\n * The search button component that looks like a field.\n * Lives at components/search-button-field.html\n */\n.search-button-field {\n  display: inline-flex;\n  align-items: center;\n  border: var(--pst-color-border) solid 1px;\n  border-radius: 1.5em;\n  color: var(--pst-color-text-muted);\n  padding: 0.5em;\n  background-color: var(--pst-color-surface);\n\n  &:hover {\n    border: 2px solid var(--pst-color-link-hover);\n  }\n  &:focus-visible {\n    border: 2px solid var(--pst-color-accent);\n  }\n\n  // The keyboard shotcut text\n  .search-button__default-text {\n    font-size: var(--bs-nav-link-font-size);\n    font-weight: var(--bs-nav-link-font-weight);\n    margin-right: 0.5em;\n    margin-left: 0.5em;\n  }\n\n  .kbd-shortcut__modifier {\n    font-size: 0.75em;\n  }\n\n  // Ensures that all the text lines up in the middle\n  > * {\n    align-items: center;\n  }\n\n  // Only the icon should be visible on narrow screens\n  > :not(svg) {\n    display: none;\n\n    @include media-breakpoint-up(lg) {\n      display: flex;\n    }\n  }\n}\n","/**\n * The 'Hide Search Matches' button.\n * This only shows up when a person lands on a page after clicking a search result.\n * Clicking it removes the highlighting of the search term from the page.\n * We want it to behave like a button.\n */\ndiv#searchbox {\n  // Leave `#searchbox` rules empty so that it doesn't show at all when it is empty\n  p.highlight-link {\n    margin: 1rem 0;\n    width: fit-content;\n\n    // A bit more margin on wide screens to mimic article behavior\n    @include media-breakpoint-up($breakpoint-sidebar-secondary) {\n      margin-left: 2rem;\n    }\n\n    // Put outer shadow on this one so that we can darken the link w/ an inner shadow\n    @include box-shadow();\n\n    // Style the button to look like a Sphinx Design button\n    a {\n      border-radius: 0.25rem;\n      font-size: 1.25rem;\n      padding: 0.75rem;\n      background-color: var(--pst-color-primary);\n      color: var(--pst-color-primary-text);\n      text-decoration: none;\n\n      // The box shadow is inset so that it darkens the button on hover\n      transition: box-shadow 0.25s ease-out;\n      &:hover {\n        box-shadow: inset 0px 0px 50px 50px rgba(0, 0, 0, 0.25);\n      }\n\n      &:before {\n        content: var(--pst-icon-search-minus);\n        color: unset;\n        font: var(--fa-font-solid);\n        margin-right: 0.5rem;\n      }\n    }\n  }\n}\n","/*********************************************\n* SASS Mixins\n*********************************************/\n\n/**\n * A consistent box shadow style we apply across elements.\n */\n@mixin box-shadow() {\n  box-shadow: 0 0.2rem 0.5rem var(--pst-color-shadow),\n    0 0 0.0625rem var(--pst-color-shadow) !important;\n}\n\n/**\n   * Set background of some cell outputs to white-ish to make sure colors work\n   * This is because many libraries make output that only looks good on white\n   */\n@mixin cell-output-background {\n  color: var(--pst-color-on-background);\n  background-color: var(--pst-color-text-base);\n  border-radius: 0.25rem;\n  padding: 0.5rem;\n}\n","/**\n * Light/dark theme switcher\n */\n\n.theme-switch-button {\n  // overide bootstrap settings\n  margin: 0 -0.5rem;\n  padding: 0; // We pad the `span` not the container\n  color: var(--pst-color-text-muted);\n  border-radius: 0;\n  @include focus-indicator;\n\n  span {\n    display: none;\n    padding: 0.5em;\n\n    @include icon-navbar-hover;\n    &:active {\n      text-decoration: none;\n      color: var(--pst-color-link-hover);\n    }\n  }\n}\n\nhtml[data-mode=\"auto\"] .theme-switch-button span[data-mode=\"auto\"] {\n  display: flex;\n}\nhtml[data-mode=\"light\"] .theme-switch-button span[data-mode=\"light\"] {\n  display: flex;\n}\nhtml[data-mode=\"dark\"] .theme-switch-button span[data-mode=\"dark\"] {\n  display: flex;\n}\n","button.btn.version-switcher__button {\n  border-color: var(--pst-color-border);\n  color: var(--pst-color-text-base);\n  // Add a margin on narrow screens to avoid feeling cramped\n  margin-bottom: 1em;\n  @include media-breakpoint-up($breakpoint-sidebar-primary) {\n    margin-bottom: unset;\n  }\n\n  @include link-style-hover;\n  @include focus-indicator;\n  &:active {\n    color: var(--pst-color-text-base);\n    border-color: var(--pst-color-border);\n  }\n}\n\n.version-switcher__menu {\n  border-color: var(--pst-color-border);\n  border-radius: var(--bs-dropdown-border-radius);\n\n  a.list-group-item {\n    background-color: var(--pst-color-on-background);\n    color: var(--pst-color-text-base);\n    padding: 0.75rem 1.25rem;\n\n    &:not(:last-child) {\n      border-bottom: 1px solid var(--pst-color-border);\n    }\n    @include link-style-hover;\n    &:hover {\n      background-color: var(--pst-color-surface);\n    }\n    &.active {\n      @include link-sidebar-current;\n      position: relative;\n      z-index: 1;\n\n      span:before {\n        content: \"\";\n        width: 100%;\n        height: 100%;\n        position: absolute;\n        z-index: -1;\n        left: 0;\n        top: 0;\n      }\n    }\n  }\n}\n\n// Font behavior on mobile\nbutton.version-switcher__button,\n.version-switcher__menu {\n  font-size: 1.1em; // A bit smaller than other menu font\n  z-index: $zindex-modal; // higher than the sidebars\n  @include media-breakpoint-up($breakpoint-sidebar-primary) {\n    font-size: unset;\n  }\n}\n","/* Collapsing of the TOC sidebar while scrolling */\n/* Nav: hide second level (shown on .active) */\n\nnav.page-toc {\n  // A little extra space before the buttons\n  margin-bottom: 1rem;\n}\n\n.bd-toc .nav,\n.list-caption {\n  .nav {\n    display: none;\n\n    // So we can manually specify a level as visible in the config\n    &.visible {\n      display: block;\n    }\n  }\n\n  > .active > ul {\n    display: block;\n  }\n}\n\n// Each entry of the in-page TOC\n.toc-entry {\n  display: block;\n  a > code {\n    color: var(--pst-color-text-muted);\n  }\n\n  a.nav-link {\n    display: block;\n    padding: 0.125rem 0;\n\n    // Padding w/ negative margin so the top TOC item highlight overlaps w/ the TOC border\n    padding-left: 1rem;\n    margin-left: -1rem;\n\n    @include link-sidebar;\n\n    &.active {\n      @include link-sidebar-current;\n      background-color: transparent;\n\n      &:hover {\n        color: var(--pst-color-link-hover);\n      }\n    }\n  }\n}\n","div.versionadded,\ndiv.versionchanged,\ndiv.deprecated {\n  vertical-align: middle;\n  margin: 1.5625em auto;\n  padding: 0 0.6rem 0 0.6rem;\n  overflow: hidden;\n  page-break-inside: avoid;\n  border-left: 0.2rem solid;\n  border-color: var(--pst-color-info);\n  border-radius: $admonition-border-radius;\n  background-color: var(--pst-color-on-background);\n  @include box-shadow();\n  position: relative;\n\n  > p {\n    margin-bottom: 0.6rem;\n    margin-top: 0.6rem;\n  }\n}\n\ndiv.versionadded {\n  border-color: var(--pst-color-success);\n  background-color: var(--pst-color-success-bg);\n}\n\ndiv.versionchanged {\n  border-color: var(--pst-color-warning);\n  background-color: var(--pst-color-warning-bg);\n}\n\ndiv.deprecated {\n  border-color: var(--pst-color-danger);\n  background-color: var(--pst-color-danger-bg);\n}\n\nspan.versionmodified {\n  font-weight: 600;\n\n  &:before {\n    margin-right: 0.6rem;\n    color: var(--pst-color-info);\n    font: var(--fa-font-solid);\n    content: var(--pst-icon-versionmodified-default);\n  }\n}\n\nspan.versionmodified.added {\n  &:before {\n    color: var(--pst-color-success);\n    content: var(--pst-icon-versionmodified-added);\n  }\n}\n\nspan.versionmodified.changed {\n  &:before {\n    color: var(--pst-color-warning);\n    content: var(--pst-icon-versionmodified-changed);\n  }\n}\n\nspan.versionmodified.deprecated {\n  &:before {\n    color: var(--pst-color-danger);\n    content: var(--pst-icon-versionmodified-deprecated);\n  }\n}\n",".sidebar-indices-items {\n  display: flex;\n  flex-direction: column;\n  border-top: 1px solid var(--pst-color-border);\n\n  @include media-breakpoint-up($breakpoint-sidebar-primary) {\n    border-top: none;\n  }\n\n  .sidebar-indices-items__title {\n    font-weight: var(--pst-sidebar-header-font-weight);\n    font-size: var(--pst-sidebar-header-font-size);\n    color: var(--pst-color-text-base);\n    margin-bottom: 0.5rem;\n  }\n\n  ul.indices-link {\n    margin-right: -1rem;\n    list-style: none;\n    padding: 0;\n\n    li > a {\n      display: block;\n      padding: 0.25rem 0;\n      color: var(--pst-color-text-muted);\n\n      &:hover {\n        color: var(--pst-color-primary);\n        text-decoration: none;\n        background-color: transparent;\n      }\n    }\n  }\n}\n",".bd-sidebar-primary div#rtd-footer-container {\n  position: sticky;\n  bottom: -1rem;\n  margin: -1rem; // ignore sidebar padding\n\n  .rst-versions.rst-badge {\n    position: unset;\n    font-size: 0.9em;\n    font-family: var(--pst-font-family-base);\n    max-width: unset;\n\n    .rst-current-version {\n      display: flex;\n      align-items: center;\n      gap: 0.2rem;\n      height: 2.5rem;\n      transition: background-color 0.2s ease-out;\n      background-color: var(--pst-color-background);\n      color: var(--pst-color-success);\n      border-top: 1px solid var(--pst-color-border);\n    }\n\n    .fa.fa-book {\n      color: var(--pst-color-text-muted);\n      margin-right: auto;\n\n      &::after {\n        color: var(--pst-color-text-base);\n        content: \"Read The Docs\";\n        font-family: var(--pst-font-family-base);\n        font-weight: var(--pst-admonition-font-weight-heading);\n      }\n    }\n    .fa.fa-caret-down {\n      color: var(--pst-color-text-muted);\n    }\n  }\n\n  .rst-versions.rst-badge.shift-up {\n    .rst-current-version {\n      border-bottom: 1px solid var(--pst-color-border);\n    }\n  }\n\n  .rst-other-versions {\n    background-color: var(--pst-color-surface);\n    color: var(--pst-color-text-base);\n\n    dl {\n      dd a {\n        color: var(--pst-color-text-muted);\n      }\n    }\n\n    hr {\n      background-color: var(--pst-color-border);\n    }\n\n    small a {\n      color: var(--pst-color-link);\n    }\n\n    input {\n      padding-left: 0.5rem;\n      border: 1px solid var(--pst-color-border);\n      background-color: var(--pst-color-surface);\n    }\n  }\n}\n","/**\n * Admonitions and blocks of styled content.\n * Admonitions CSS originally inspired by https://squidfunk.github.io/mkdocs-material/getting-started/\n */\n$admonition-border-radius: 0.25rem;\ndiv.admonition,\n.admonition {\n  margin: 1.5625em auto;\n  padding: 0 0.6rem 0.8rem 0.6rem;\n  overflow: hidden;\n  page-break-inside: avoid;\n  border-left: 0.2rem solid;\n  border-color: var(--pst-color-info);\n  border-radius: $admonition-border-radius;\n  background-color: var(--pst-color-on-background);\n  @include box-shadow();\n\n  // Last item should have no spacing since we'll control that w/ padding\n  *:last-child {\n    margin-bottom: 0;\n  }\n\n  // Items after the title should be indented\n  p.admonition-title ~ * {\n    margin-left: 1.4rem;\n    margin-right: 1.4rem;\n  }\n\n  // Lists need to have left margin so they don't spill into it\n  > ol,\n  > ul {\n    margin-left: 1em;\n  }\n\n  // Defaults for all admonitions\n  > .admonition-title {\n    margin: 0 -0.6rem;\n    padding: 0.4rem 0.6rem 0.4rem 2rem;\n    font-weight: var(--pst-admonition-font-weight-heading);\n    position: relative;\n    @include legacy-backdrop-placeholder;\n    background-color: var(--pst-color-info-bg);\n    // now that we use solid colors we want the title on top\n    z-index: 1;\n\n    &:after {\n      position: absolute;\n      left: 0.5rem;\n      width: 1rem;\n      height: 1rem;\n      color: var(--pst-color-info);\n      font: var(--fa-font-solid);\n      line-height: inherit;\n      content: var(--pst-icon-admonition-default);\n      opacity: 1;\n    }\n\n    // Next element after title needs some extra upper-space\n    + * {\n      margin-top: 0.4em;\n    }\n  }\n\n  &.attention {\n    border-color: var(--pst-color-attention);\n    > .admonition-title {\n      background-color: var(--pst-color-attention-bg);\n\n      &:after {\n        color: var(--pst-color-attention);\n        content: var(--pst-icon-admonition-attention);\n      }\n    }\n  }\n\n  &.caution {\n    border-color: var(--pst-color-warning);\n    > .admonition-title {\n      background-color: var(--pst-color-warning-bg);\n\n      &:after {\n        color: var(--pst-color-warning);\n        content: var(--pst-icon-admonition-caution);\n      }\n    }\n  }\n\n  &.warning {\n    border-color: var(--pst-color-warning);\n    > .admonition-title {\n      background-color: var(--pst-color-warning-bg);\n\n      &:after {\n        color: var(--pst-color-warning);\n        content: var(--pst-icon-admonition-warning);\n      }\n    }\n  }\n\n  &.danger {\n    border-color: var(--pst-color-danger);\n    > .admonition-title {\n      background-color: var(--pst-color-danger-bg);\n\n      &:after {\n        color: var(--pst-color-danger);\n        content: var(--pst-icon-admonition-danger);\n      }\n    }\n  }\n\n  &.error {\n    border-color: var(--pst-color-danger);\n    > .admonition-title {\n      background-color: var(--pst-color-danger-bg);\n\n      &:after {\n        color: var(--pst-color-danger);\n        content: var(--pst-icon-admonition-error);\n      }\n    }\n  }\n\n  &.hint {\n    border-color: var(--pst-color-success);\n    > .admonition-title {\n      background-color: var(--pst-color-success-bg);\n\n      &:after {\n        color: var(--pst-color-success);\n        content: var(--pst-icon-admonition-hint);\n      }\n    }\n  }\n\n  &.tip {\n    border-color: var(--pst-color-success);\n    > .admonition-title {\n      background-color: var(--pst-color-success-bg);\n\n      &:after {\n        color: var(--pst-color-success);\n        content: var(--pst-icon-admonition-tip);\n      }\n    }\n  }\n\n  &.important {\n    border-color: var(--pst-color-attention);\n    > .admonition-title {\n      background-color: var(--pst-color-attention-bg);\n\n      &:after {\n        color: var(--pst-color-attention);\n        content: var(--pst-icon-admonition-important);\n      }\n    }\n  }\n\n  &.note {\n    border-color: var(--pst-color-info);\n    > .admonition-title {\n      background-color: var(--pst-color-info-bg);\n\n      &:after {\n        color: var(--pst-color-info);\n        content: var(--pst-icon-admonition-note);\n      }\n    }\n  }\n\n  &.seealso {\n    border-color: var(--pst-color-success);\n    > .admonition-title {\n      background-color: var(--pst-color-success-bg);\n\n      &:after {\n        color: var(--pst-color-success);\n        content: var(--pst-icon-admonition-seealso);\n      }\n    }\n  }\n\n  &.admonition-todo {\n    border-color: var(--pst-color-secondary);\n    > .admonition-title {\n      background-color: var(--pst-color-secondary-bg);\n\n      &:after {\n        color: var(--pst-color-secondary);\n        content: var(--pst-icon-admonition-todo);\n      }\n    }\n  }\n\n  /**\n   * Special-case for a `sidebar` class that makes the admonition float to\n   * the right like the {sidebar} directive.\n   */\n  &.sidebar {\n    max-width: 40%;\n    float: right;\n    clear: both;\n    margin-left: 0.5rem;\n    margin-top: 0;\n\n    // Undo the .sidebar directive border\n    border-width: 0 0 0 0.2rem;\n\n    // TODO: these semantic-color-names border-color rules might no longer be\n    //       needed when we drop support for Sphinx 4 / docutils 0.17\n    &.attention,\n    &.important {\n      border-color: var(--pst-color-attention);\n    }\n\n    &.caution,\n    &.warning {\n      border-color: var(--pst-color-warning);\n    }\n\n    &.danger,\n    &.error {\n      border-color: var(--pst-color-danger);\n    }\n\n    &.hint,\n    &.tip,\n    &.seealso {\n      border-color: var(--pst-color-success);\n    }\n\n    &.note,\n    &.todo {\n      border-color: var(--pst-color-info);\n    }\n\n    // No inner margin since we have less horizontal space w/ the sidebar\n    p.admonition-title ~ * {\n      margin-left: 0rem;\n      margin-right: 0rem;\n    }\n  }\n}\n\n/**************************************************************\n * Similar content blocks that are not technically admonitions.\n */\n\n/**\n * Topics and the {contents} directive\n */\n// Docutils <= 0.17\ndiv.topic,\ndiv.topic.contents,\n// Docutils >= 0.18\nnav.contents,\naside.topic {\n  display: flex;\n  flex-direction: column;\n  background-color: var(--pst-color-surface);\n  border-color: var(--pst-color-border);\n  border-radius: $admonition-border-radius;\n  padding: 1rem 1.25rem;\n  @include box-shadow();\n\n  .topic-title {\n    margin: 0 0 0.5rem 0;\n  }\n\n  // Over-ride text color to ensure enough contrast\n  p {\n    color: var(--pst-color-on-surface) !important;\n  }\n\n  // Over-ride large default padding\n  ul.simple {\n    padding-left: 1rem;\n\n    ul {\n      // So that sub-lists will have a bit less padding\n      padding-left: 2em;\n    }\n  }\n}\n\n/**\n * Sidebar directive\n */\naside.sidebar {\n  border: 1px solid var(--pst-color-border);\n  background-color: var(--pst-color-surface);\n  border-radius: $admonition-border-radius;\n  // to match the admonition-styled sidebars:\n  margin-left: 0.5rem;\n  padding: 0;\n  > *:last-child {\n    padding-bottom: 1rem;\n  }\n\n  p.sidebar-title {\n    position: relative;\n    margin-bottom: 0;\n    padding-top: 0.5rem;\n    padding-bottom: 0.5rem;\n    border-bottom: 1px solid var(--pst-color-border);\n    font-family: var(--pst-font-family-heading);\n    font-weight: var(--pst-admonition-font-weight-heading);\n  }\n\n  // Add margin to the first non-`.sidebar-title` item\n  > *:not(.sidebar-title):first-child,\n  > p.sidebar-title + * {\n    margin-top: 1rem;\n  }\n\n  > * {\n    padding-left: 1rem;\n    padding-right: 1rem;\n  }\n}\n\n/**\n * Rubrics look kind of like section headers\n */\np.rubric {\n  display: flex;\n  flex-direction: column;\n}\n\n/**\n * Seealso is kind of like a vertically-collapsed admonition\n */\n.seealso dd {\n  margin-top: 0;\n  margin-bottom: 0;\n}\n","/**\n * Miscellaneous color functions and mixins\n**/\n\n// loading the math module\n@use \"sass:math\";\n\n// We must add ::before pseudo-element to some theme components (such as admonitions)\n// because users were instructed to customize the background color this way.\n@mixin legacy-backdrop-placeholder {\n  &:before {\n    content: \"\";\n    width: 100%;\n    height: 100%;\n    position: absolute;\n    left: 0;\n    top: 0;\n    z-index: -1;\n    // So that hovering over the text within background is still possible.\n    // Otherwise the background overlays the text and you cannot click or select easily.\n    // ref: https://developer.mozilla.org/en-US/docs/Web/CSS/pointer-events\n    pointer-events: none;\n  }\n}\n\n/**\n* Function to get items from nested maps\n*/\n// @param {Map} $map - Map\n// @param {Arglist} $keys - Keys to fetc\n// @return {*}\n@function map-deep-get($map, $keys...) {\n  @each $key in $keys {\n    $map: map-get($map, $key);\n  }\n  @return $map;\n}\n\n/**\n  * Function to check if the color needs converting to a \"color\" type\n  * if it is a string we cannot use other color manipulation functions\n  * It is used to create the sphinx-design colours as these are often interpolated\n  */\n// @param {String/Color} $color - Color definition from map\n// @return {Color} - Color type (in hex)\n@function check-color($color) {\n  @if type-of($color) == string {\n    $color: from-hex($color);\n  }\n  @return $color;\n}\n\n/**\n  * Function to convert the string representation of a color to a color type (hex)\n  */\n// @param {String} $string - String representation of a color\n@function from-hex($string) {\n  $string-lower: to-lower-case($string);\n  $r: \"\";\n  $g: \"\";\n  $b: \"\";\n  $hex: \"0\" \"1\" \"2\" \"3\" \"4\" \"5\" \"6\" \"7\" \"8\" \"9\" \"a\" \"b\" \"c\" \"d\" \"e\" \"f\";\n  $length: str-length($string);\n  $max: if($length == 4, 1, 2);\n\n  // Check for length accuracy\n  @if $length != 4 and $length != 7 {\n    @return $string;\n  }\n\n  // Loop from the second character (omitting #)\n  @for $i from 2 through $length {\n    $c: str-slice($string-lower, $i, $i);\n\n    // If wrong character, return\n    @if index($hex, $c) == null {\n      @return $string;\n    }\n\n    @if str-length($r) < $max {\n      $r: $r + $c;\n    } @else if str-length($g) < $max {\n      $g: $g + $c;\n    } @else if str-length($b) < $max {\n      $b: $b + $c;\n    }\n  }\n\n  @if $length == 4 {\n    $r: $r + $r;\n    $g: $g + $g;\n    $b: $b + $b;\n  }\n\n  @return rgb(_hex-to-dec($r), _hex-to-dec($g), _hex-to-dec($b));\n}\n\n@function _hex-to-dec($string) {\n  $hex: \"0\" \"1\" \"2\" \"3\" \"4\" \"5\" \"6\" \"7\" \"8\" \"9\" \"a\" \"b\" \"c\" \"d\" \"e\" \"f\";\n  $string: to-lower-case($string);\n  $length: str-length($string);\n\n  $dec: 0;\n  @for $i from 1 through $length {\n    $factor: 1 + (15 * ($length - $i));\n    $index: index($hex, str-slice($string, $i, $i));\n    $dec: $dec + $factor * ($index - 1);\n  }\n\n  @return $dec;\n}\n","// Style API docs from sphinx' autodoc / autosummary\n\n/*******************************************************************************\n* Styling for field lists\n*/\n\n/* grey highlighting of 'parameter' and 'returns' field */\ntable.field-list {\n  border-collapse: separate;\n  border-spacing: 10px;\n  margin-left: 1px;\n\n  th.field-name {\n    padding: 1px 8px 1px 5px;\n    white-space: nowrap;\n    background-color: var(--pst-color-surface);\n  }\n\n  /* italic font for parameter types */\n  td.field-body {\n    p {\n      font-style: italic;\n\n      > strong {\n        font-style: normal;\n      }\n    }\n\n    /* reduced space around parameter description */\n    blockquote {\n      border-left: none;\n      margin: 0em 0em 0.3em;\n      padding-left: 30px;\n    }\n  }\n}\n\n/*******************************************************************************\n* Styling for autosummary tables\n*/\n\n.table.autosummary {\n  // The first column (with the signature) should not wrap\n  td:first-child {\n    white-space: nowrap;\n  }\n}\n\n/* overriding basic.css to use our own monospace font */\n.sig {\n  font-family: var(--pst-font-family-monospace);\n}\n\n/* C++ specific styling - overriding the basic.css to avoid custom colors*/\n\n.sig-inline.c-texpr,\n.sig-inline.cpp-texpr {\n  font-family: unset;\n}\n\n.sig.c .k,\n.sig.c .kt,\n.sig.cpp .k,\n.sig.cpp .kt {\n  color: var(--pst-color-text-base);\n}\n\n.sig.c .m,\n.sig.cpp .m {\n  color: var(--pst-color-text-base);\n}\n\n.sig.c .s,\n.sig.c .sc,\n.sig.cpp .s,\n.sig.cpp .sc {\n  color: var(--pst-color-text-base);\n}\n\n// addition\n\n// .sig.c .sig-name .n,\n// .sig.cpp .sig-name .n {\n//   color: var(--pst-color-inline-code);\n// }\n\n.sig-name {\n  color: var(--pst-color-inline-code);\n}\n\n.sig-param .o,\n.sig-param .default_value {\n  color: var(--pst-color-text-muted);\n  font-weight: normal;\n}\n\n// change target color for dark theme\ndt:target,\nspan.highlighted {\n  background-color: var(--pst-color-target);\n}\n\n.viewcode-back {\n  font-family: var(--pst-font-family-base);\n}\n\n.viewcode-block:target {\n  border-top: 1px solid var(--pst-color-border);\n  border-bottom: 1px solid var(--pst-color-border);\n  position: relative;\n  background-color: var(--pst-color-target);\n}\n\n/*******************************************************************************\n* Styling for autosummary titles like \"parameters\" and \"returns\"\n*/\n\n// the API selector\n// from https://github.com/pradyunsg/furo/blob/main/src/furo/assets/styles/content/_api.sass#L6)\ndl[class]:not(.option-list):not(.field-list):not(.footnote):not(.glossary):not(.simple) {\n  //increase margin bottom after the dl elements\n  margin-bottom: 3rem;\n\n  dd {\n    margin-left: 2rem;\n\n    // Fix until this will be solved to Sphinx https://github.com/sphinx-doc/sphinx/issues/10815\n    & > dl.simple > dt {\n      display: flex;\n    }\n  }\n\n  dl.field-list {\n    display: grid;\n    grid-template-columns: unset;\n  }\n\n  dt.field-odd,\n  dt.field-even {\n    margin-top: 0.2rem;\n    margin-bottom: 0.1rem;\n    background-color: var(--pst-color-surface);\n  }\n}\n","/**\n * Code block styling\n * Note that we inherit a lot of styling from Bootstrap so not many rules here.\n */\n\n// General code block behavior\n// Unset bootstrap behavior\ndiv[class*=\"highlight-\"],\ndiv.highlight,\ndiv.literal-block-wrapper {\n  display: flex;\n  flex-direction: column;\n  width: unset;\n  border-radius: $admonition-border-radius;\n}\n\n// Code blocks with captions\n// There's a wrapper when the code block has a title\ndiv.literal-block-wrapper {\n  border: 1px solid var(--pst-color-border);\n  border-radius: $admonition-border-radius;\n\n  // This is where the title goes\n  div.code-block-caption {\n    margin: 0;\n    border-bottom: 1px solid var(--pst-color-border);\n    padding: 0.5rem;\n    font-size: 1rem;\n    font-weight: var(--pst-font-weight-caption);\n\n    a.headerlink {\n      font-size: inherit;\n    }\n  }\n\n  // Remove the upper border radius since we want it to connect with the title\n  // Remove the box shadow so the wrapper gets the shadow instead\n  div[class*=\"highlight-\"] {\n    margin: 0;\n    border-radius: 0;\n    pre {\n      border: none;\n      box-shadow: none;\n    }\n  }\n}\n\n/**\n * In-line code\n */\ncode.literal {\n  padding: 0.1rem 0.25rem;\n  background-color: var(--pst-color-surface);\n  border: 1px solid var(--pst-color-border);\n  border-radius: 0.25rem;\n}\n\na > code {\n  color: var(--pst-color-inline-code-links);\n}\n\n// Fix for Sphinx's \"highlight\" directive - this is an issue with our accessible pygments theme\n// and the colour we are using for the background of the code blocks.\nhtml[data-theme=\"light\"] .highlight .nf {\n  color: #0078a1 !important;\n}\n\n// Minimum opacity needed for linenos to be WCAG AA conformant\nspan.linenos {\n  opacity: 0.8 !important;\n}\n","figure {\n  a.headerlink {\n    // So that header link doesn't push caption to be off-center.\n    position: absolute;\n    font-size: inherit;\n  }\n  // Default headerlink hover doesn't trigger on figures\n  &:hover a.headerlink {\n    visibility: visible;\n  }\n\n  figcaption {\n    font-family: var(--pst-font-family-heading);\n    font-weight: var(--pst-font-weight-caption);\n    color: var(--pst-color-text-muted);\n    margin-left: auto;\n    margin-right: auto;\n\n    table.table {\n      width: fit-content;\n      margin-left: auto;\n      margin-right: auto;\n    }\n  }\n}\n","// For consistency, add bracket around footnotes/citations which are\n// cited more than once. E.g. [Newton](1,2) instead of Newton(1,2)\ndt.label > span.brackets:not(:only-child):before {\n  content: \"[\";\n}\n\ndt.label > span.brackets:not(:only-child):after {\n  content: \"]\";\n}\n\n// Make footnote as a superscript\na.footnote-reference {\n  vertical-align: super;\n  font-size: small;\n}\n\n// Docutils 0.18 uses an `aside.footnote` container with different internal structure\naside.footnote {\n  margin-bottom: 0.5rem;\n  &:last-child {\n    margin-bottom: 1rem;\n  }\n  span.label,\n  span.backrefs {\n    font-weight: bold;\n  }\n\n  &:target {\n    background-color: var(--pst-color-target);\n  }\n}\n","/**\n * Hacky fixes that don't fit cleanly into other sections\n */\n\n// Ensure user highlighting/selecting behaves properly\n// From https://stackoverflow.com/a/34372191\ntable.highlighttable td.linenos,\nspan.linenos,\ndiv.doctest > div.highlight span.gp {\n  /* gp: Generic.Prompt */\n  user-select: none;\n  -webkit-user-select: text; /* Safari fallback only */\n  -webkit-user-select: none; /* Chrome/Safari */\n  -moz-user-select: none; /* Firefox */\n  -ms-user-select: none; /* IE10+ */\n}\n","// Override bootstrap by restoring the basic theme default.\ndd {\n  margin-top: 3px;\n  margin-bottom: 10px;\n  margin-left: 30px;\n}\n\nol,\nul {\n  padding-inline-start: 2rem;\n  li > p:first-child {\n    margin-bottom: 0.25rem;\n    margin-top: 0.25rem;\n  }\n}\n","// GitHub blockquote style\nblockquote {\n  padding: 1em 1em;\n  color: var(--pst-color-text-muted);\n  border-left: 0.25em solid var(--pst-color-border);\n  border-radius: $admonition-border-radius;\n  position: relative;\n\n  p {\n    color: var(--pst-color-text-base);\n  }\n\n  // remove padding from included line-block to avoid duplication\n  .line-block {\n    margin: 0 0;\n  }\n\n  // remove margin bottom for the last p\n  p:last-child {\n    margin-bottom: 0;\n  }\n\n  @include legacy-backdrop-placeholder;\n  background-color: var(--pst-color-surface);\n\n  //hack to make the text in the blockquote selectable\n  &:before {\n    z-index: -1;\n  }\n}\n","/**\n * Span-level styling within content\n */\n\nspan.guilabel {\n  border: 1px solid var(--pst-color-info);\n  color: var(--pst-color-info);\n  font-size: 80%;\n  font-weight: 700;\n  border-radius: 4px;\n  padding: 2.4px 6px;\n  margin: auto 2px;\n  position: relative;\n  @include legacy-backdrop-placeholder;\n  background-color: var(--pst-color-info-bg);\n}\n\na.reference.download:before {\n  content: var(--pst-icon-download);\n  font: var(--fa-font-solid);\n  font-size: 0.8em;\n  padding: 0 0.25em;\n  color: var(--pst-color-text-muted);\n}\n","/**\n * Tables\n */\n\n// ensure table will fit in the article width and make them y-scrollable\ntable {\n  display: table;\n  overflow: auto;\n\n  // default to table-center\n  margin-left: auto;\n  margin-right: auto;\n\n  &.table-right {\n    margin-right: 0;\n  }\n\n  &.table-left {\n    margin-left: 0;\n  }\n}\n\n// customize table caption from bootstrap\n// to display them on top and centered\ntable caption {\n  text-align: center;\n  caption-side: top;\n  color: var(--pst-color-text-muted);\n}\n\n// MyST Markdown tables use these classes to control alignment\nth,\ntd {\n  &.text-align\\:left {\n    text-align: left;\n  }\n\n  &.text-align\\:right {\n    text-align: right;\n  }\n\n  &.text-align\\:center {\n    text-align: center;\n  }\n}\n\n// override bootstrap background colors\n.table {\n  --bs-table-bg: transparent;\n}\n","/**\n * Style the toctree component in pages (avoid modifying the navbars)\n */\n.toctree-wrapper {\n  p.caption {\n    font-size: 1.5em;\n    margin-bottom: 0em;\n  }\n\n  & > ul {\n    padding-left: 0;\n  }\n\n  li[class^=\"toctree-l\"] {\n    list-style: none;\n    margin-bottom: 0.2em;\n\n    & > a {\n      list-style: none;\n      font-size: 1.1em;\n    }\n\n    & > ul {\n      list-style: none;\n      padding-inline-start: 1.5em;\n    }\n  }\n\n  // slightly bigger font for l1\n  .toctree-l1 > a {\n    font-size: 1.3em;\n  }\n}\n\ndiv.topic.contents,  // Docutils <= 0.17\nnav.contents  // Docutils >= 0.18\n{\n  // Style similarly to toctree\n  ul.simple {\n    list-style: none;\n    padding-left: 0;\n  }\n}\n","/**\n * Mathematics via MathJax.\n *\n * This is designed for MathJax v3\n * ref: https://www.sphinx-doc.org/en/master/usage/extensions/math.html#module-sphinx.ext.mathjax\n */\n\n// Applies to all math elements\nspan.math,\ndiv.math {\n  align-items: center;\n  display: flex;\n  max-width: 100%;\n  // This will be over-ridden for the y-direction and divs\n  overflow: hidden;\n}\n\n// Inline-only\nspan.math {\n  display: inline-flex;\n}\n\n// Block-level only\ndiv.math {\n  gap: 0.5em;\n  // So that the eqno shows up after the equation\n  flex-direction: row-reverse;\n\n  // The equation number / link\n  span.eqno a.headerlink {\n    position: relative;\n    font-size: 1em;\n  }\n\n  // The math container\n  mjx-container {\n    flex-grow: 1;\n    padding-bottom: 0.2rem;\n    overflow: auto;\n\n    // Set height to 0 so that it does not cause scrollbars to appear\n    // ref: https://github.com/mathjax/MathJax/issues/2521\n    mjx-assistive-mml {\n      height: 0;\n    }\n  }\n}\n","/**\n * ABlog\n * ref: https://ablog.readthedocs.io/\n */\n\n/**\n * Sidebar template components\n */\n.ablog-sidebar-item {\n  h2,\n  h3 {\n    font-size: var(--pst-sidebar-header-font-size);\n    // Remove unnecessary vertical whitespace\n    margin-top: 0.5rem;\n\n    // The headers are all links, but this makes them hard to parse\n    // So we change the colors to make them look like headers\n    a {\n      color: var(--pst-color-text-base);\n    }\n  }\n\n  ul {\n    // No bullet points for the primary sidebar items\n    list-style: none;\n    padding-left: 0;\n    // Otherwise a scrollbar randomly shows up\n    overflow-y: hidden;\n    // List of recent post items\n    display: flex;\n    flex-direction: column;\n    gap: 0.5em;\n    margin-bottom: 0;\n\n    // The ablog cloud should move horizontally\n    &.ablog-cloud {\n      flex-direction: row;\n      flex-flow: wrap;\n      gap: 0.5rem;\n\n      // Vertical-align tag clouds\n      li {\n        // Center the tag cloud items\n        display: flex;\n        align-items: center;\n      }\n    }\n  }\n}\n\n/**\n * Previous / next buttons at the bottom\n */\n.ablog__prev-next {\n  font-size: 1.2em;\n  display: flex;\n  padding: 1rem 0;\n\n  // The bottom previous / next arrows\n  > span {\n    // To ensure that the whole thing fits on one line even if there are long titles\n    display: flex;\n    max-width: 45%;\n\n    // Links within each span have the collection of icon + text\n    a {\n      display: flex;\n      align-items: center;\n      margin-left: auto;\n      gap: 1rem;\n      line-height: 1.5rem;\n\n      i:before {\n        color: var(--pst-color-text-base);\n      }\n    }\n  }\n\n  // The first span is for the previous page and aligns to the left\n  span.ablog__prev {\n    i.fa-arrow-circle-left:before {\n      content: var(--pst-icon-angle-left);\n    }\n  }\n\n  // The second span is just an empty space so we remove it because we're\n  // positioning with flex\n  span.ablog__spacer {\n    display: none;\n  }\n\n  // The third span is aligned to the right\n  span.ablog__next {\n    margin-left: auto;\n    text-align: right;\n\n    i.fa-arrow-circle-right:before {\n      content: var(--pst-icon-angle-right);\n    }\n  }\n}\n\n/**\n * {postlist} directive and posts page\n */\n.ablog__collection,\n.postlist {\n  padding-left: 0;\n\n  .ablog-post {\n    list-style: none;\n\n    // Post metadata tags (author, links ,etc) should be a bit smaller\n    .ablog-archive {\n      display: flex;\n      flex-direction: row;\n      flex-wrap: wrap;\n      gap: 1rem;\n      list-style: none;\n      font-size: 0.75rem;\n      padding-left: 0;\n    }\n\n    // Title line should be a bit bigger and bold to stand out\n    .ablog-post-title {\n      margin-top: 0;\n      font-size: 1.25rem;\n\n      a {\n        font-weight: bold;\n      }\n    }\n\n    // Read more button should be a bit bigger\n    .ablog-post-expand {\n      margin-bottom: 0.5rem;\n    }\n  }\n}\n","/**\n * Special cases for Bootstrap functionality\n */\n\n// Bootstrap adds margin to their general container class. However, sphinx/docutils\n// can also generate output with the container class, but in those cases we should\n// not add the margin from bootstrap. Same for max-width.\n.docutils.container {\n  padding-left: unset;\n  padding-right: unset;\n  margin-left: unset;\n  margin-right: unset;\n  max-width: unset;\n  width: unset;\n}\n","/**\n * Sphinx Copybutton\n * ref: https://sphinx-copybutton.readthedocs.io/\n */\n\ndiv.highlight button.copybtn {\n  // Nicer spacing\n  display: flex;\n  align-items: center;\n  justify-content: center;\n\n  // Removes the button background so we more naturally blend with the code cell.\n  background-color: unset;\n\n  // Don't over-ride the success color\n  &:not(.success) {\n    color: var(--pst-color-muted);\n  }\n  border: none;\n  background-color: var(--pst-color-surface);\n\n  &:hover {\n    &:not(.success) {\n      color: var(--pst-color-text);\n      background-color: var(--pst-color-shadow);\n    }\n  }\n\n  // Tooltip styling\n  &.o-tooltip--left:after {\n    color: var(--pst-color-text);\n    background-color: var(--pst-color-surface);\n  }\n}\n","// adapt ethical ad to the theme\n#ethical-ad-placement {\n  .ethical-sidebar a,\n  .ethical-sidebar a:visited,\n  .ethical-sidebar a:hover,\n  .ethical-sidebar a:active,\n  .ethical-footer a,\n  .ethical-footer a:visited,\n  .ethical-footer a:hover,\n  .ethical-footer a:active {\n    color: var(--pst-color-text-base);\n  }\n\n  .ethical-sidebar,\n  .ethical-footer {\n    background-color: var(--pst-color-background);\n    border: 1px solid var(--pst-color-border);\n    border-radius: 5px;\n    color: var(--pst-color-text-base);\n    font-size: 14px;\n    line-height: 20px;\n  }\n}\n","/**\n * Styles for various Sphinx execution libraries.\n * For now, where these define output sections, we simply revert their background\n * to be a \"light theme\" background. This ensures that inputs/outputs behave similarly,\n * because the CSS is often controlled by each package.\n * In the future, we might add dark theme support for specific packages.\n */\n\n/******************************************************************************\n * Jupyter Sphinx\n */\n\n.bd-content div.jupyter_container {\n  // We don't want borders around the whole container, just around code cells\n  border: none;\n  background-color: unset;\n  box-shadow: none;\n\n  // Code cells should have the same style as our other code objects\n  div.output,\n  div.highlight {\n    border-radius: 0.25rem;\n  }\n  div.highlight {\n    background-color: var(--pst-color-surface);\n  }\n\n  // Ensure the style is the same as our code cells. Jupyter Sphinx makes it tiny.\n  .cell_input,\n  .cell_output {\n    border-radius: 0.25rem;\n    pre {\n      padding: 1rem;\n    }\n  }\n}\n","/**\n * Special-cases for packages in the PyData ecosystem\n */\n\n// xarray output display in bootstrap\n.xr-wrap[hidden] {\n  display: block !important;\n}\n","/*******************************************************************************\n* master color map. Only the colors that actually differ between light and dark\n* themes are specified separately.\n*\n* To see the full list of colors see https://www.figma.com/file/rUrrHGhUBBIAAjQ82x6pz9/PyData-Design-system---proposal-for-implementation-(2)?node-id=1234%3A765&t=ifcFT1JtnrSshGfi-1\n*/\n\n/**\n* Function to get items from nested maps\n*/\n// @param {Map} $map - Map\n// @param {Arglist} $keys - Keys to fetch\n// @return {*}\n@function map-deep-get($map, $keys...) {\n  @each $key in $keys {\n    $map: map-get($map, $key);\n  }\n  @return $map;\n}\n\n/* Assign base colors for the PyData theme */\n$color-palette: (\n  // Primary color\n  \"teal\":\n    (\n      \"50\": #f4fbfc,\n      \"100\": #e9f6f8,\n      \"200\": #d0ecf1,\n      \"300\": #abdde6,\n      \"400\": #3fb1c5,\n      \"500\": #0a7d91,\n      \"600\": #085d6c,\n      \"700\": #064752,\n      \"800\": #042c33,\n      \"900\": #021b1f,\n    ),\n  // Secondary color\n  \"violet\":\n    (\n      \"50\": #f4eefb,\n      \"100\": #e0c7ff,\n      \"200\": #d5b4fd,\n      \"300\": #b780ff,\n      \"400\": #9c5ffd,\n      \"500\": #8045e5,\n      \"600\": #6432bd,\n      \"700\": #4b258f,\n      \"800\": #341a61,\n      \"900\": #1e0e39,\n    ),\n  // Neutrals\n  \"gray\":\n    (\n      \"50\": #f9f9fa,\n      \"100\": #f3f4f5,\n      \"200\": #e5e7ea,\n      \"300\": #d1d5da,\n      \"400\": #9ca4af,\n      \"500\": #677384,\n      \"600\": #48566b,\n      \"700\": #29313d,\n      \"800\": #222832,\n      \"900\": #14181e,\n    ),\n  // Accent color\n  \"pink\":\n    (\n      \"50\": #fcf8fd,\n      \"100\": #fcf0fa,\n      \"200\": #f8dff5,\n      \"300\": #f3c7ee,\n      \"400\": #e47fd7,\n      \"500\": #c132af,\n      \"600\": #912583,\n      \"700\": #6e1c64,\n      \"800\": #46123f,\n      \"900\": #2b0b27,\n    ),\n  \"foundation\": (\n    \"white\": #ffffff,\n    // gray-900\n    \"black\": #14181e,\n  )\n);\n\n:root {\n  // Add theme colours to the html root element\n  @each $group-color, $color in $color-palette {\n    @each $color-name, $definition in $color {\n      --pst-#{$group-color}-#{$color-name}: #{$definition};\n    }\n  }\n}\n\n// Static SCSS variables used thoroughout the theme\n// Minimum contrast ratio used for the theme.\n// Acceptable values for WCAG 2.0 are 3, 4.5 and 7.\n// See https://www.w3.org/TR/WCAG20/#visual-audio-contrast-contrast\n// 4.5 - is for text that is 14pt or less\n$min-contrast-ratio-4: 4.5;\n// 3 is for text that is 18pt or bold, or for non-text elements\n$min-contrast-ratio-3: 3;\n\n// Customize the light and dark text colors for use in our color contrast function.\n$foundation-black: #14181e;\n$foundation-white: #ffffff;\n// This is a custom - calculated  color between gray 100 and 200 - to reduce\n// the contrast ratio (avoid a jarring effect)\n$base-light-text: #ced6dd;\n// used in sphinx_design - gray 100\n$foundation-light-gray: #f3f4f5;\n// used in sphinx_design - gray 700\n$foundation-muted-gray: #29313d;\n// used in sphinx_design - gray 800\n$foundation-dark-gray: #222832;\n\n$pst-semantic-colors: (\n  \"primary\": (\n    \"light\": #{map-deep-get($color-palette, \"teal\", \"500\")},\n    \"bg-light\": #{map-deep-get($color-palette, \"teal\", \"200\")},\n    \"dark\": #{map-deep-get($color-palette, \"teal\", \"400\")},\n    \"bg-dark\": #{map-deep-get($color-palette, \"teal\", \"800\")},\n  ),\n  \"secondary\": (\n    \"light\": #{map-deep-get($color-palette, \"violet\", \"500\")},\n    \"bg-light\": #{map-deep-get($color-palette, \"violet\", \"100\")},\n    \"dark\": #{map-deep-get($color-palette, \"violet\", \"400\")},\n    \"bg-dark\": #{map-deep-get($color-palette, \"violet\", \"800\")},\n  ),\n  \"accent\": (\n    \"light\": #{map-deep-get($color-palette, \"pink\", \"500\")},\n    \"bg-light\": #{map-deep-get($color-palette, \"pink\", \"200\")},\n    \"dark\": #{map-deep-get($color-palette, \"pink\", \"400\")},\n    \"bg-dark\": #{map-deep-get($color-palette, \"pink\", \"800\")},\n  ),\n  \"info\": (\n    \"light\": #276be9,\n    \"bg-light\": #dce7fc,\n    \"dark\": #79a3f2,\n    \"bg-dark\": #06245d,\n  ),\n  \"warning\": (\n    \"light\": #f66a0a,\n    \"bg-light\": #f8e3d0,\n    \"dark\": #ff9245,\n    \"bg-dark\": #652a02,\n  ),\n  \"success\": (\n    \"light\": #00843f,\n    \"bg-light\": #d6ece1,\n    \"dark\": #5fb488,\n    \"bg-dark\": #002f17,\n  ),\n  // This is is based on the warning color\n  \"attention\":\n    (\n      \"light\": var(--pst-color-warning),\n      \"bg-light\": var(--pst-color-warning-bg),\n      \"dark\": var(--pst-color-warning),\n      \"bg-dark\": var(--pst-color-warning-bg),\n    ),\n  \"danger\": (\n    \"light\": #d72d47,\n    \"bg-light\": #f9e1e4,\n    \"dark\": #e78894,\n    \"bg-dark\": #4e111b,\n  ),\n  \"text-base\": (\n    \"light\": #{map-deep-get($color-palette, \"gray\", \"800\")},\n    \"dark\": $base-light-text,\n  ),\n  \"text-muted\": (\n    \"light\": #{map-deep-get($color-palette, \"gray\", \"600\")},\n    \"dark\": #{map-deep-get($color-palette, \"gray\", \"400\")},\n  ),\n  \"heading-color\": (\n    \"light\": #{$foundation-white},\n    \"dark\": #{$foundation-black},\n  ),\n  \"shadow\": (\n    \"light\": rgba(0, 0, 0, 0.1),\n    \"dark\": rgba(0, 0, 0, 0.2),\n  ),\n  \"border\": (\n    \"light\": #{map-deep-get($color-palette, \"gray\", \"300\")},\n    \"dark\": #{map-deep-get($color-palette, \"gray\", \"600\")},\n  ),\n  \"border-muted\": (\n    \"light\": rgba(23, 23, 26, 0.2),\n    \"dark\": #{map-deep-get($color-palette, \"gray\", \"700\")},\n  ),\n  \"inline-code\": (\n    \"light\": #{map-deep-get($color-palette, \"pink\", \"600\")},\n    \"dark\": #{map-deep-get($color-palette, \"pink\", \"300\")},\n  ),\n  \"inline-code-links\": (\n    // need to make sure there is enough contrast against the code bg\n    \"light\": #{map-deep-get($color-palette, \"teal\", \"600\")},\n    // keep primary color for dark mode\n    \"dark\": #{map-deep-get($color-palette, \"teal\", \"400\")},\n  ),\n  \"target\": (\n    \"light\": #f3cf95,\n    \"dark\": #675c04,\n  ),\n  // DEPTH COLORS - you can see the elevation colours and shades\n  // in the Figma file https://www.figma.com/file/rUrrHGhUBBIAAjQ82x6pz9/PyData-Design-system---proposal-for-implementation-(2)?node-id=1492%3A922&t=sQeQZehkOzposYEg-1\n  // background: color of the canvas / the furthest back layer\n  \"background\":\n    (\n      \"light\": #{map-deep-get($color-palette, \"foundation\", \"white\")},\n      \"dark\": #{map-deep-get($color-palette, \"foundation\", \"black\")},\n    ),\n  // on-background: provides slight contrast against background\n  // (by use of shadows in light theme)\n  \"on-background\":\n    (\n      \"light\": #{map-deep-get($color-palette, \"foundation\", \"white\")},\n      \"dark\": #{map-deep-get($color-palette, \"gray\", \"800\")},\n    ),\n  \"surface\": (\n    \"light\": #{map-deep-get($color-palette, \"gray\", \"100\")},\n    \"dark\": #{map-deep-get($color-palette, \"gray\", \"700\")},\n  ),\n  // on_surface: object on top of surface object (without shadows)\n  \"on-surface\":\n    (\n      \"light\": #{map-deep-get($color-palette, \"gray\", \"800\")},\n      \"dark\": $foundation-light-gray,\n    ),\n);\n\n/*******************************************************************************\n* write the color rules for each theme (light/dark)\n*/\n\n/* NOTE:\n * Mixins enable us to reuse the same definitions for the different modes\n * https://sass-lang.com/documentation/at-rules/mixin\n * #{something} inserts a variable into a CSS selector or property name\n * https://sass-lang.com/documentation/interpolation\n */\n@mixin theme-colors($mode) {\n  // check if this color is defined differently for light/dark\n  @each $col-name, $definition in $pst-semantic-colors {\n    @if type-of($definition) == map {\n      @each $key, $val in $definition {\n        @if str-index($key, $mode) != null {\n          // since now we define the bg colours in the semantic colours and not\n          // by changing opacity, we need to check if the key contains bg and the\n          // correct mode (light/dark)\n          @if str-index($key, \"bg\") != null {\n            --pst-color-#{$col-name}-bg: #{$val};\n          } @else {\n            --pst-color-#{$col-name}: #{$val};\n          }\n        }\n      }\n    } @else {\n      --pst-color-#{$col-name}: #{$definition};\n    }\n  }\n\n  // assign the \"duplicate\" colors (ones that just reference other variables)\n  & {\n    --pst-color-link: var(--pst-color-primary);\n    --pst-color-link-hover: var(--pst-color-secondary);\n  }\n  // adapt to light/dark-specific content\n  @if $mode == \"light\" {\n    .only-dark,\n    .only-dark ~ figcaption {\n      display: none !important;\n    }\n  } @else {\n    .only-light,\n    .only-light ~ figcaption {\n      display: none !important;\n    }\n    /* Adjust images in dark mode (unless they have class .only-dark or\n     * .dark-light, in which case assume they're already optimized for dark\n     * mode).\n     */\n    img:not(.only-dark):not(.dark-light) {\n      filter: brightness(0.8) contrast(1.2);\n    }\n    /* Give images a light background in dark mode in case they have\n    *  transparency and black text (unless they have class .only-dark or .dark-light, in\n    *  which case assume they're already optimized for dark mode).\n    */\n    .bd-content img:not(.only-dark):not(.dark-light) {\n      background: rgb(255, 255, 255);\n      border-radius: 0.25rem;\n    }\n    // MathJax SVG outputs should be filled to same color as text.\n    .MathJax_SVG * {\n      fill: var(--pst-color-text-base);\n    }\n  }\n}\n\n/* Defaults to light mode if data-theme is not set */\nhtml:not([data-theme]) {\n  @include theme-colors(\"light\");\n}\n\n/* NOTE: @each {...} is like a for-loop\n * https://sass-lang.com/documentation/at-rules/control/each\n */\n@each $mode in (light, dark) {\n  html[data-theme=\"#{$mode}\"] {\n    @include theme-colors($mode);\n    color-scheme: $mode;\n  }\n}\n\n// assign classes too, for runtime use of theme colors\n@each $col-name, $definition in $pst-semantic-colors {\n  .pst-color-#{$col-name} {\n    color: var(--pst-color-#{$col-name});\n  }\n}\n","/*******************************************************************************\n * Special-cases for the sphinx-design library, mainly to make it compatible\n * with the dark/light themes of pydata-sphinx-theme.\n *\n * NOTE: sphinx-design uses !important quite liberally, so here we must do the\n * same for our overrides to have any effect.\n */\n@use \"../variables/color\" as pst-color;\n@use \"sass:meta\";\n@use \"sass:color\";\n\n/*******************************************************************************\n  * Color and variables\n  *\n  * This is a list of the semantic color names from sphinx-design (we only\n  * need to override variables that sphinx-design has actually defined).\n  * https://github.com/executablebooks/sphinx-design/blob/9226a12a/style/_colors.scss#L31-L43\n  */\n$sd-semantic-color-names: (\n  \"primary\",\n  \"secondary\",\n  \"success\",\n  \"info\",\n  \"warning\",\n  \"danger\",\n  \"light\",\n  \"muted\",\n  \"dark\",\n  \"black\",\n  \"white\"\n);\n\n/**\n  * Here we create some extra --pst-color-* variables and use\n  * them to override the value of the corresponding sphinx-design variables.\n  * This is easier than re-writing the sphinx-design rules. Even easier would be\n  * directly assigning our values to the --sd-color-* variables, but then our\n  * downstream users couldn't override *our* colors and have it affect buttons\n  * and badges.\n  *\n  * First, define the extra keys needed to cover the full range of semantic\n  * color names used in sphinx-design, then merge them with the names we\n  * already define for our own needs.\n  * see https://sphinx-design.readthedocs.io/en/latest/css_variables.html\n  */\n$extra-semantic-colors: (\n  \"white\": $foundation-white,\n  \"light\": (\n    light: $foundation-light-gray,\n    bg-light: color.scale($foundation-light-gray, $lightness: 30%),\n    dark: $foundation-light-gray,\n    bg-dark: color.scale($foundation-light-gray, $lightness: -30%),\n  ),\n  \"muted\": (\n    light: $foundation-muted-gray,\n    bg-light: color.scale($foundation-muted-gray, $lightness: 30%),\n    dark: $foundation-light-gray,\n    bg-dark: color.scale($foundation-muted-gray, $lightness: -30%),\n  ),\n  \"dark\": $foundation-dark-gray,\n  \"black\": $foundation-black,\n);\n\n$all-colors: map-merge($pst-semantic-colors, $extra-semantic-colors);\n\n@mixin create-sd-colors($value, $name) {\n  // define the pst variables, so that downstream user overrides will work\n  --pst-color-#{$name}: #{$value};\n  // we are now using a11y-combination to calculate the text color - this is based\n  // on the WCAG color contrast guidelines\n  --pst-color-#{$name}-text: #{a11y-combination($value)};\n  //TODO: highlight seems to be used for buttons @trallard to fix on a11y follow-up work\n  --pst-color-#{$name}-highlight: #{darken($value, 15%)};\n  // override the sphinx-design variables\n  --sd-color-#{$name}: var(--pst-color-#{$name});\n  --sd-color-#{$name}-text: var(--pst-color-#{$name}-text);\n  //TODO: highlight seems to be used for buttons @trallard to fix on a11y follow-up work\n  --sd-color-#{$name}-highlight: var(--pst-color-#{$name}-highlight);\n}\n\n// Now we override the --sd-color-* variables.\n@each $mode in (light, dark) {\n  html[data-theme=\"#{$mode}\"] {\n    // check if this color is defined differently for light/dark\n    @each $name in $sd-semantic-color-names {\n      $definition: map-get($all-colors, $name);\n      @if type-of($definition) == map {\n        @each $key, $value in $definition {\n          @if str-index($key, $mode) != null {\n            // since now we define the bg colours in the semantic colours and not\n            // by changing opacity, we need to check if the key contains bg and the\n            // correct mode (light/dark)\n            @if str-index($key, \"bg\") != null {\n              --sd-color-#{$name}-bg: #{$value};\n              // create local variable\n              $bg-var: --sd-color-#{$name}-bg;\n              $value: check-color($value);\n              --sd-color-#{$name}-bg-text: #{a11y-combination($value)};\n            } @else {\n              $value: check-color($value);\n              @include create-sd-colors($value, $name);\n            }\n          }\n        }\n      } @else {\n        $value: map-get($all-colors, $name);\n        @include create-sd-colors($value, $name);\n      }\n    }\n  }\n}\n\n// Make sure the color border variables are set using our variables\n@each $mode in (light, dark) {\n  html[data-theme=\"#{$mode}\"] {\n    --sd-color-card-border: var(--pst-color-border);\n  }\n}\n\n/*******************************************************************************\n  * shadows\n  */\nhtml[data-theme=\"light\"] {\n  .sd-shadow-xs,\n  .sd-shadow-sm,\n  .sd-shadow-md,\n  .sd-shadow-lg {\n    @include box-shadow();\n  }\n}\n\n/*******************************************************************************\n  * cards\n  */\n\n.bd-content .sd-card {\n  border: 1px solid var(--pst-color-border);\n\n  // TODO - --pst-color-panel-background is not defined... where is this coming from?\n  .sd-card-header {\n    background-color: var(--pst-color-panel-background);\n    border-bottom: 1px solid var(--pst-color-border);\n  }\n  .sd-card-footer {\n    background-color: var(--pst-color-panel-background);\n    border-top: 1px solid var(--pst-color-border);\n  }\n\n  .sd-card-body {\n    background-color: var(--pst-color-panel-background);\n  }\n}\n/*******************************************************************************\n  * tabs\n  */\n\n.bd-content .sd-tab-set {\n  > input {\n    // Active tab label\n    &:checked + label {\n      border-color: transparent transparent var(--pst-color-primary); // top LR bottom\n      color: var(--pst-color-primary);\n    }\n\n    // Hover label\n    &:not(:checked) + label:hover {\n      border-color: var(--pst-color-secondary);\n      color: var(--pst-color-secondary);\n    }\n  }\n\n  // Tab label\n  > label {\n    color: var(--pst-color-text-muted);\n    border-top: 0.125rem solid transparent; // so hover isn't just color change\n    padding-top: 0.5em; // same as bottom padding, so hover overline looks OK\n    // Hovered label\n    html &:hover {\n      color: var(--pst-color-secondary);\n      border-color: var(--pst-color-secondary);\n    }\n  }\n}\n\n/*******************************************************************************\n* Dropdowns\n*/\n\ndetails.sd-dropdown {\n  // Remove all borders to over-ride SD behavior, and we'll add our own later\n  border: 0px !important;\n  summary.sd-card-header {\n    border: 0 !important;\n    & + div.sd-summary-content {\n      border: 0;\n    }\n  }\n  // Drop shadow should behave same as admonitions\n  @include box-shadow();\n\n  // Header is where the \"clickable\" box goes\n  summary.sd-card-header {\n    display: flex;\n    align-items: center;\n    position: relative; // So background color works\n    font-weight: 600;\n    padding-top: 0.5rem;\n    padding-bottom: 0.5rem;\n\n    // Set a variable that we can re-use for colors later\n    // We must set this in the current and content sibling container\n    // so that it is defined in both places\n    --pst-sd-dropdown-color: var(--pst-gray-500);\n    --pst-sd-dropdown-bg-color: var(--pst-color-surface);\n    & + div.sd-summary-content {\n      --pst-sd-dropdown-color: var(--sd-color-card-border);\n    }\n    @each $name in $sd-semantic-color-names {\n      &.sd-bg-#{$name} {\n        --pst-sd-dropdown-color: var(--sd-color-#{$name});\n        --pst-sd-dropdown-bg-color: var(--sd-color-#{$name}-bg);\n        // Otherwise it won't be defined in the sibling element\n        & + div.sd-summary-content {\n          --pst-sd-dropdown-color: var(--sd-color-#{$name});\n          --pst-sd-dropdown-bg-color: var(--sd-color-#{$name}-bg);\n        }\n      }\n      &.sd-bg-text-#{$name} {\n        // Use the WCAG conformant text color\n        color: var(--sd-color-#{$name}-bg-text) !important;\n      }\n    }\n\n    @include legacy-backdrop-placeholder;\n    background-color: var(--pst-sd-dropdown-bg-color) !important;\n\n    // Add a left border with the same structure as our admonitions\n    border-left: 0.2rem solid var(--pst-sd-dropdown-color) !important;\n    & + div.sd-summary-content {\n      border-left: 0.2rem solid var(--pst-sd-dropdown-color) !important;\n      border-bottom-left-radius: calc(0.25rem - 1px);\n      background-color: var(--pst-color-on-background);\n    }\n    span.sd-summary-icon {\n      display: inline-flex;\n      align-items: center;\n      color: var(--pst-sd-dropdown-color) !important;\n      svg {\n        opacity: 1;\n      }\n    }\n\n    // Positioning of the caret\n    .sd-summary-up,\n    .sd-summary-down {\n      top: 0.7rem;\n    }\n  }\n}\n","/**\n * Sphinx togglebutton\n */\n\n.bd-content {\n  // Admonition toggles\n  .admonition {\n    button.toggle-button {\n      color: inherit;\n    }\n  }\n\n  // Details buttons\n  details.toggle-details {\n    // Over-ride border color to re-use our primary color\n    summary {\n      border-left: 3px solid var(--pst-color-primary);\n    }\n  }\n}\n","/**\n * Styles for various Sphinx execution libraries to display pre-executed notebooks.\n * For now, where these define output sections, we simply revert their background\n * to be a \"light theme\" background. This ensures that inputs/outputs behave similarly,\n * because the CSS is often controlled by each package.\n * In the future, we might add dark theme support for specific packages.\n */\n\n/*******************************************************************************\n * nbsphinx\n */\nhtml div.rendered_html\n// NBsphinx ipywidgets output selector\nhtml .jp-RenderedHTMLCommon {\n  table {\n    table-layout: auto;\n  }\n}\n\n// Dark theme special-cases\nhtml[data-theme=\"dark\"] .bd-content {\n  .nboutput {\n    .output_area.rendered_html {\n      @include cell-output-background;\n    }\n\n    .output_area.stderr {\n      background: var(--pst-color-danger);\n    }\n  }\n}\n\n// Add extra padding to the final item in an nbsphinx container\ndiv.nblast.container {\n  margin-bottom: 1rem;\n}\n\n/*******************************************************************************\n * myst NB\n */\n\ndiv.cell_output .output {\n  max-width: 100%;\n  overflow-x: auto;\n}\n\n// Dark theme special-cases\nhtml[data-theme=\"dark\"] .bd-content {\n  div.cell_output {\n    img,\n    .text_html {\n      @include cell-output-background;\n    }\n  }\n}\n\n// Prevent tables from scrunching together\n.bd-content {\n  div.cell_input {\n    display: flex;\n    flex-direction: column;\n    justify-content: stretch;\n  }\n\n  div.cell_input,\n  div.output {\n    border-radius: $admonition-border-radius;\n  }\n\n  div.output {\n    table {\n      table-layout: auto;\n    }\n  }\n}\n","/**\n * style for the various mapping libs based on leaflet (folium, geemap, ipyleaflet)\n * mainly ensure the good display of the maps in both themes and avoid the customization\n * of the tiles\n */\n\n/**\n * avoid border override from pydata-sphinx-theme\n * minimal selctor to get the priority\n */\nhtml[data-theme=\"dark\"] .bd-content img.leaflet-tile.leaflet-tile-loaded {\n  border-radius: 0;\n  padding: 0;\n}\n","/**\n * /search.html page special-cases\n */\n\n.bd-search-container {\n  /*******************************************\n  * Search results\n  */\n  // Whitespace\n  div#search-results {\n    > h2 {\n      font-size: var(--pst-font-size-icon);\n      margin-top: 0;\n    }\n\n    p.search-summary {\n      color: var(--pst-color-text-muted);\n    }\n  }\n\n  ul.search {\n    margin: 0;\n    list-style: none;\n\n    li {\n      background-image: none;\n      padding: 1rem 0;\n      margin: 1rem 0;\n      border-top: 1px solid var(--pst-color-text-muted);\n\n      // First link is the page title, it should be a bit bigger\n      > a {\n        font-size: 1.2em;\n      }\n\n      div.context,\n      p.context {\n        color: var(--pst-color-text-base);\n        margin: 0.5em 0 0 0;\n\n        // Add a # before page section titles to make it clear they are sections\n        a:before {\n          content: \"#\";\n          padding-right: 0.2em;\n          color: var(--pst-color-text-muted);\n        }\n      }\n    }\n  }\n}\n"],"names":[],"sourceRoot":""}
\ No newline at end of file
diff --git a/_static/vendor/fontawesome/6.5.1/LICENSE.txt b/_static/vendor/fontawesome/6.5.1/LICENSE.txt
new file mode 100644
index 0000000..39e18e3
--- /dev/null
+++ b/_static/vendor/fontawesome/6.5.1/LICENSE.txt
@@ -0,0 +1,165 @@
+Fonticons, Inc. (https://fontawesome.com)
+
+--------------------------------------------------------------------------------
+
+Font Awesome Free License
+
+Font Awesome Free is free, open source, and GPL friendly. You can use it for
+commercial projects, open source projects, or really almost whatever you want.
+Full Font Awesome Free license: https://fontawesome.com/license/free.
+
+--------------------------------------------------------------------------------
+
+# Icons: CC BY 4.0 License (https://creativecommons.org/licenses/by/4.0/)
+
+The Font Awesome Free download is licensed under a Creative Commons
+Attribution 4.0 International License and applies to all icons packaged
+as SVG and JS file types.
+
+--------------------------------------------------------------------------------
+
+# Fonts: SIL OFL 1.1 License
+
+In the Font Awesome Free download, the SIL OFL license applies to all icons
+packaged as web and desktop font files.
+
+Copyright (c) 2023 Fonticons, Inc. (https://fontawesome.com)
+with Reserved Font Name: "Font Awesome".
+
+This Font Software is licensed under the SIL Open Font License, Version 1.1.
+This license is copied below, and is also available with a FAQ at:
+http://scripts.sil.org/OFL
+
+SIL OPEN FONT LICENSE
+Version 1.1 - 26 February 2007
+
+PREAMBLE
+The goals of the Open Font License (OFL) are to stimulate worldwide
+development of collaborative font projects, to support the font creation
+efforts of academic and linguistic communities, and to provide a free and
+open framework in which fonts may be shared and improved in partnership
+with others.
+
+The OFL allows the licensed fonts to be used, studied, modified and
+redistributed freely as long as they are not sold by themselves. The
+fonts, including any derivative works, can be bundled, embedded,
+redistributed and/or sold with any software provided that any reserved
+names are not used by derivative works. The fonts and derivatives,
+however, cannot be released under any other type of license. The
+requirement for fonts to remain under this license does not apply
+to any document created using the fonts or their derivatives.
+
+DEFINITIONS
+"Font Software" refers to the set of files released by the Copyright
+Holder(s) under this license and clearly marked as such. This may
+include source files, build scripts and documentation.
+
+"Reserved Font Name" refers to any names specified as such after the
+copyright statement(s).
+
+"Original Version" refers to the collection of Font Software components as
+distributed by the Copyright Holder(s).
+
+"Modified Version" refers to any derivative made by adding to, deleting,
+or substituting — in part or in whole — any of the components of the
+Original Version, by changing formats or by porting the Font Software to a
+new environment.
+
+"Author" refers to any designer, engineer, programmer, technical
+writer or other person who contributed to the Font Software.
+
+PERMISSION & CONDITIONS
+Permission is hereby granted, free of charge, to any person obtaining
+a copy of the Font Software, to use, study, copy, merge, embed, modify,
+redistribute, and sell modified and unmodified copies of the Font
+Software, subject to the following conditions:
+
+1) Neither the Font Software nor any of its individual components,
+in Original or Modified Versions, may be sold by itself.
+
+2) Original or Modified Versions of the Font Software may be bundled,
+redistributed and/or sold with any software, provided that each copy
+contains the above copyright notice and this license. These can be
+included either as stand-alone text files, human-readable headers or
+in the appropriate machine-readable metadata fields within text or
+binary files as long as those fields can be easily viewed by the user.
+
+3) No Modified Version of the Font Software may use the Reserved Font
+Name(s) unless explicit written permission is granted by the corresponding
+Copyright Holder. This restriction only applies to the primary font name as
+presented to the users.
+
+4) The name(s) of the Copyright Holder(s) or the Author(s) of the Font
+Software shall not be used to promote, endorse or advertise any
+Modified Version, except to acknowledge the contribution(s) of the
+Copyright Holder(s) and the Author(s) or with their explicit written
+permission.
+
+5) The Font Software, modified or unmodified, in part or in whole,
+must be distributed entirely under this license, and must not be
+distributed under any other license. The requirement for fonts to
+remain under this license does not apply to any document created
+using the Font Software.
+
+TERMINATION
+This license becomes null and void if any of the above conditions are
+not met.
+
+DISCLAIMER
+THE FONT SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO ANY WARRANTIES OF
+MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT
+OF COPYRIGHT, PATENT, TRADEMARK, OR OTHER RIGHT. IN NO EVENT SHALL THE
+COPYRIGHT HOLDER BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
+INCLUDING ANY GENERAL, SPECIAL, INDIRECT, INCIDENTAL, OR CONSEQUENTIAL
+DAMAGES, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
+FROM, OUT OF THE USE OR INABILITY TO USE THE FONT SOFTWARE OR FROM
+OTHER DEALINGS IN THE FONT SOFTWARE.
+
+--------------------------------------------------------------------------------
+
+# Code: MIT License (https://opensource.org/licenses/MIT)
+
+In the Font Awesome Free download, the MIT license applies to all non-font and
+non-icon files.
+
+Copyright 2023 Fonticons, Inc.
+
+Permission is hereby granted, free of charge, to any person obtaining a copy of
+this software and associated documentation files (the "Software"), to deal in the
+Software without restriction, including without limitation the rights to use, copy,
+modify, merge, publish, distribute, sublicense, and/or sell copies of the Software,
+and to permit persons to whom the Software is furnished to do so, subject to the
+following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED,
+INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A
+PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT
+HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
+OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE
+SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+--------------------------------------------------------------------------------
+
+# Attribution
+
+Attribution is required by MIT, SIL OFL, and CC BY licenses. Downloaded Font
+Awesome Free files already contain embedded comments with sufficient
+attribution, so you shouldn't need to do anything additional when using these
+files normally.
+
+We've kept attribution comments terse, so we ask that you do not actively work
+to remove them from files, especially code. They're a great way for folks to
+learn about Font Awesome.
+
+--------------------------------------------------------------------------------
+
+# Brand Icons
+
+All brand icons are trademarks of their respective owners. The use of these
+trademarks does not indicate endorsement of the trademark holder by Font
+Awesome, nor vice versa. **Please do not use brand logos for any purpose except
+to represent the company, product, or service to which they refer.**
diff --git a/_static/vendor/fontawesome/6.5.1/css/all.min.css b/_static/vendor/fontawesome/6.5.1/css/all.min.css
new file mode 100644
index 0000000..5f2038f
--- /dev/null
+++ b/_static/vendor/fontawesome/6.5.1/css/all.min.css
@@ -0,0 +1,5 @@
+/*!
+ * Font Awesome Free 6.5.1 by @fontawesome - https://fontawesome.com
+ * License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License)
+ * Copyright 2023 Fonticons, Inc.
+ */.fa{font-family:var(--fa-style-family,"Font Awesome 6 Free");font-weight:var(--fa-style,900)}.fa,.fa-brands,.fa-classic,.fa-regular,.fa-sharp,.fa-solid,.fab,.far,.fas{-moz-osx-font-smoothing:grayscale;-webkit-font-smoothing:antialiased;display:var(--fa-display,inline-block);font-style:normal;font-variant:normal;line-height:1;text-rendering:auto}.fa-classic,.fa-regular,.fa-solid,.far,.fas{font-family:Font Awesome\ 6 Free}.fa-brands,.fab{font-family:Font Awesome\ 6 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diff --git a/_static/vendor/fontawesome/6.5.1/js/all.min.js.LICENSE.txt b/_static/vendor/fontawesome/6.5.1/js/all.min.js.LICENSE.txt
new file mode 100644
index 0000000..ef6dda4
--- /dev/null
+++ b/_static/vendor/fontawesome/6.5.1/js/all.min.js.LICENSE.txt
@@ -0,0 +1,5 @@
+/*!
+ * Font Awesome Free 6.5.1 by @fontawesome - https://fontawesome.com
+ * License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License)
+ * Copyright 2023 Fonticons, Inc.
+ */
diff --git a/_static/vendor/fontawesome/6.5.1/webfonts/fa-brands-400.ttf b/_static/vendor/fontawesome/6.5.1/webfonts/fa-brands-400.ttf
new file mode 100644
index 0000000..5efb1d4
Binary files /dev/null and b/_static/vendor/fontawesome/6.5.1/webfonts/fa-brands-400.ttf differ
diff --git a/_static/vendor/fontawesome/6.5.1/webfonts/fa-brands-400.woff2 b/_static/vendor/fontawesome/6.5.1/webfonts/fa-brands-400.woff2
new file mode 100644
index 0000000..36fbda7
Binary files /dev/null and b/_static/vendor/fontawesome/6.5.1/webfonts/fa-brands-400.woff2 differ
diff --git a/_static/vendor/fontawesome/6.5.1/webfonts/fa-regular-400.ttf b/_static/vendor/fontawesome/6.5.1/webfonts/fa-regular-400.ttf
new file mode 100644
index 0000000..838b4e2
Binary files /dev/null and b/_static/vendor/fontawesome/6.5.1/webfonts/fa-regular-400.ttf differ
diff --git a/_static/vendor/fontawesome/6.5.1/webfonts/fa-regular-400.woff2 b/_static/vendor/fontawesome/6.5.1/webfonts/fa-regular-400.woff2
new file mode 100644
index 0000000..b6cabba
Binary files /dev/null and b/_static/vendor/fontawesome/6.5.1/webfonts/fa-regular-400.woff2 differ
diff --git a/_static/vendor/fontawesome/6.5.1/webfonts/fa-solid-900.ttf b/_static/vendor/fontawesome/6.5.1/webfonts/fa-solid-900.ttf
new file mode 100644
index 0000000..ec24749
Binary files /dev/null and b/_static/vendor/fontawesome/6.5.1/webfonts/fa-solid-900.ttf differ
diff --git a/_static/vendor/fontawesome/6.5.1/webfonts/fa-solid-900.woff2 b/_static/vendor/fontawesome/6.5.1/webfonts/fa-solid-900.woff2
new file mode 100644
index 0000000..824d518
Binary files /dev/null and b/_static/vendor/fontawesome/6.5.1/webfonts/fa-solid-900.woff2 differ
diff --git a/_static/vendor/fontawesome/6.5.1/webfonts/fa-v4compatibility.ttf b/_static/vendor/fontawesome/6.5.1/webfonts/fa-v4compatibility.ttf
new file mode 100644
index 0000000..b175aa8
Binary files /dev/null and b/_static/vendor/fontawesome/6.5.1/webfonts/fa-v4compatibility.ttf differ
diff --git a/_static/vendor/fontawesome/6.5.1/webfonts/fa-v4compatibility.woff2 b/_static/vendor/fontawesome/6.5.1/webfonts/fa-v4compatibility.woff2
new file mode 100644
index 0000000..e09b5a5
Binary files /dev/null and b/_static/vendor/fontawesome/6.5.1/webfonts/fa-v4compatibility.woff2 differ
diff --git a/_static/webpack-macros.html b/_static/webpack-macros.html
index 14eb4bf..76b95d8 100644
--- a/_static/webpack-macros.html
+++ b/_static/webpack-macros.html
@@ -4,28 +4,28 @@
 -->
 {# Load FontAwesome icons #}
 {% macro head_pre_icons() %}
-  <link href="{{ pathto('_static/vendor/fontawesome/6.1.2/css/all.min.css', 1) }}?digest=5b4479735964841361fd" rel="stylesheet" />
-  <link rel="preload" as="font" type="font/woff2" crossorigin href="{{ pathto('_static/vendor/fontawesome/6.1.2/webfonts/fa-solid-900.woff2', 1) }}" />
-<link rel="preload" as="font" type="font/woff2" crossorigin href="{{ pathto('_static/vendor/fontawesome/6.1.2/webfonts/fa-brands-400.woff2', 1) }}" />
-<link rel="preload" as="font" type="font/woff2" crossorigin href="{{ pathto('_static/vendor/fontawesome/6.1.2/webfonts/fa-regular-400.woff2', 1) }}" />
+  <link href="{{ pathto('_static/vendor/fontawesome/6.5.1/css/all.min.css', 1) }}?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+  <link rel="preload" as="font" type="font/woff2" crossorigin href="{{ pathto('_static/vendor/fontawesome/6.5.1/webfonts/fa-solid-900.woff2', 1) }}" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="{{ pathto('_static/vendor/fontawesome/6.5.1/webfonts/fa-brands-400.woff2', 1) }}" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="{{ pathto('_static/vendor/fontawesome/6.5.1/webfonts/fa-regular-400.woff2', 1) }}" />
 {% endmacro %}
 
 {% macro head_pre_assets() %}
   <!-- Loaded before other Sphinx assets -->
-  <link href="{{ pathto('_static/styles/theme.css', 1) }}?digest=5b4479735964841361fd" rel="stylesheet" />
-<link href="{{ pathto('_static/styles/bootstrap.css', 1) }}?digest=5b4479735964841361fd" rel="stylesheet" />
-<link href="{{ pathto('_static/styles/pydata-sphinx-theme.css', 1) }}?digest=5b4479735964841361fd" rel="stylesheet" />
+  <link href="{{ pathto('_static/styles/theme.css', 1) }}?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+<link href="{{ pathto('_static/styles/bootstrap.css', 1) }}?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+<link href="{{ pathto('_static/styles/pydata-sphinx-theme.css', 1) }}?digest=bd9e20870c6007c4c509" rel="stylesheet" />
 {% endmacro %}
 
 {% macro head_js_preload() %}
   <!-- Pre-loaded scripts that we'll load fully later -->
-  <link rel="preload" as="script" href="{{ pathto('_static/scripts/bootstrap.js', 1) }}?digest=5b4479735964841361fd" />
-<link rel="preload" as="script" href="{{ pathto('_static/scripts/pydata-sphinx-theme.js', 1) }}?digest=5b4479735964841361fd" />
-  <script src="{{ pathto('_static/vendor/fontawesome/6.1.2/js/all.min.js', 1) }}?digest=5b4479735964841361fd"></script>
+  <link rel="preload" as="script" href="{{ pathto('_static/scripts/bootstrap.js', 1) }}?digest=bd9e20870c6007c4c509" />
+<link rel="preload" as="script" href="{{ pathto('_static/scripts/pydata-sphinx-theme.js', 1) }}?digest=bd9e20870c6007c4c509" />
+  <script src="{{ pathto('_static/vendor/fontawesome/6.5.1/js/all.min.js', 1) }}?digest=bd9e20870c6007c4c509"></script>
 {% endmacro %}
 
 {% macro body_post() %}
   <!-- Scripts loaded after <body> so the DOM is not blocked -->
-  <script src="{{ pathto('_static/scripts/bootstrap.js', 1) }}?digest=5b4479735964841361fd"></script>
-<script src="{{ pathto('_static/scripts/pydata-sphinx-theme.js', 1) }}?digest=5b4479735964841361fd"></script>
+  <script src="{{ pathto('_static/scripts/bootstrap.js', 1) }}?digest=bd9e20870c6007c4c509"></script>
+<script src="{{ pathto('_static/scripts/pydata-sphinx-theme.js', 1) }}?digest=bd9e20870c6007c4c509"></script>
 {% endmacro %}
\ No newline at end of file
diff --git "a/docs/\345\210\206\347\261\273/\345\206\263\347\255\226\346\240\221.html" "b/docs/\345\210\206\347\261\273/\345\206\263\347\255\226\346\240\221.html"
index 36cdf80..b0857d2 100644
--- "a/docs/\345\210\206\347\261\273/\345\206\263\347\255\226\346\240\221.html"
+++ "b/docs/\345\210\206\347\261\273/\345\206\263\347\255\226\346\240\221.html"
@@ -19,15 +19,15 @@
   </script>
   
   <!-- Loaded before other Sphinx assets -->
-  <link href="../../_static/styles/theme.css?digest=5b4479735964841361fd" rel="stylesheet" />
-<link href="../../_static/styles/bootstrap.css?digest=5b4479735964841361fd" rel="stylesheet" />
-<link href="../../_static/styles/pydata-sphinx-theme.css?digest=5b4479735964841361fd" rel="stylesheet" />
+  <link href="../../_static/styles/theme.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+<link href="../../_static/styles/bootstrap.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+<link href="../../_static/styles/pydata-sphinx-theme.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
 
   
-  <link href="../../_static/vendor/fontawesome/6.1.2/css/all.min.css?digest=5b4479735964841361fd" rel="stylesheet" />
-  <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.1.2/webfonts/fa-solid-900.woff2" />
-<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.1.2/webfonts/fa-brands-400.woff2" />
-<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.1.2/webfonts/fa-regular-400.woff2" />
+  <link href="../../_static/vendor/fontawesome/6.5.1/css/all.min.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+  <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-solid-900.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-brands-400.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-regular-400.woff2" />
 
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" href="../../_static/styles/sphinx-book-theme.css?digest=14f4ca6b54d191a8c7657f6c759bf11a5fb86285" type="text/css" />
@@ -38,9 +38,9 @@
     <link rel="stylesheet" type="text/css" href="../../_static/design-style.4045f2051d55cab465a707391d5b2007.min.css" />
   
   <!-- Pre-loaded scripts that we'll load fully later -->
-  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=5b4479735964841361fd" />
-<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=5b4479735964841361fd" />
-  <script src="../../_static/vendor/fontawesome/6.1.2/js/all.min.js?digest=5b4479735964841361fd"></script>
+  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=bd9e20870c6007c4c509" />
+<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=bd9e20870c6007c4c509" />
+  <script src="../../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=bd9e20870c6007c4c509"></script>
 
     <script data-url_root="../../" id="documentation_options" src="../../_static/documentation_options.js"></script>
     <script src="../../_static/jquery.js"></script>
@@ -78,7 +78,7 @@
 
   
   
-  <a class="skip-link" href="#main-content">Skip to main content</a>
+  <a id="pst-skip-link" class="skip-link" href="#main-content">Skip to main content</a>
   
   <div id="pst-scroll-pixel-helper"></div>
 
@@ -121,13 +121,21 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form></div>
   </div>
+
+  <header>
   
-    <nav class="bd-header navbar navbar-expand-lg bd-navbar">
-    </nav>
+    <div class="bd-header navbar navbar-expand-lg bd-navbar">
+    </div>
   
+  </header>
+
   <div class="bd-container">
     <div class="bd-container__inner bd-page-width">
       
+      
+      
+        
+      
       <div class="bd-sidebar-primary bd-sidebar">
         
 
@@ -189,6 +197,7 @@
 <ul class="current nav bd-sidenav">
 <li class="toctree-l1 current active"><a class="current reference internal" href="#">决策树</a></li>
 <li class="toctree-l1"><a class="reference internal" href="%E9%9B%86%E6%88%90%E6%96%B9%E6%B3%95.html">集成学习</a></li>
+<li class="toctree-l1"><a class="reference internal" href="%E6%94%AF%E6%8C%81%E5%90%91%E9%87%8F%E6%9C%BA.html">支持向量机</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">降维</span></p>
 <ul class="nav bd-sidenav">
@@ -405,7 +414,7 @@ <h2> Contents </h2>
               
                 
 <div id="searchbox"></div>
-                <article class="bd-article" role="main">
+                <article class="bd-article">
                   
   <section class="tex2jax_ignore mathjax_ignore" id="id1">
 <h1>决策树<a class="headerlink" href="#id1" title="Permalink to this heading">#</a></h1>
@@ -543,7 +552,7 @@ <h2>常见决策树算法<a class="headerlink" href="#id3" title="Permalink to t
 </div>
 </div>
 <div class="cell_output docutils container">
-<img alt="../../_images/fb800126be3f789cbe93ec18b79074d01c8fe10faf3413d183da66748c0c05f0.png" src="../../_images/fb800126be3f789cbe93ec18b79074d01c8fe10faf3413d183da66748c0c05f0.png" />
+<img alt="../../_images/26020facb8144545f02719e20231f2619ee7547e83abcee82a2f3cbd72be0fa1.png" src="../../_images/26020facb8144545f02719e20231f2619ee7547e83abcee82a2f3cbd72be0fa1.png" />
 </div>
 </div>
 <section id="id3-iterative-dichotomiser-3">
@@ -631,6 +640,7 @@ <h3>CART（Classification and Regression Trees）<a class="headerlink" href="#ca
               
                 <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
 
+
   <div class="sidebar-secondary-item">
   <div class="page-toc tocsection onthispage">
     <i class="fa-solid fa-list"></i> Contents
@@ -692,8 +702,8 @@ <h3>CART（Classification and Regression Trees）<a class="headerlink" href="#ca
   </div>
   
   <!-- Scripts loaded after <body> so the DOM is not blocked -->
-  <script src="../../_static/scripts/bootstrap.js?digest=5b4479735964841361fd"></script>
-<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=5b4479735964841361fd"></script>
+  <script src="../../_static/scripts/bootstrap.js?digest=bd9e20870c6007c4c509"></script>
+<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=bd9e20870c6007c4c509"></script>
 
   <footer class="bd-footer">
   </footer>
diff --git "a/docs/\345\210\206\347\261\273/\346\224\257\346\214\201\345\220\221\351\207\217\346\234\272.html" "b/docs/\345\210\206\347\261\273/\346\224\257\346\214\201\345\220\221\351\207\217\346\234\272.html"
new file mode 100644
index 0000000..e011471
--- /dev/null
+++ "b/docs/\345\210\206\347\261\273/\346\224\257\346\214\201\345\220\221\351\207\217\346\234\272.html"
@@ -0,0 +1,873 @@
+
+
+<!DOCTYPE html>
+
+
+<html lang="en" data-content_root="" >
+
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.18.1: http://docutils.sourceforge.net/" />
+
+    <title>支持向量机 &#8212; 机器学习入门</title>
+  
+  
+  
+  <script data-cfasync="false">
+    document.documentElement.dataset.mode = localStorage.getItem("mode") || "";
+    document.documentElement.dataset.theme = localStorage.getItem("theme") || "light";
+  </script>
+  
+  <!-- Loaded before other Sphinx assets -->
+  <link href="../../_static/styles/theme.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+<link href="../../_static/styles/bootstrap.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+<link href="../../_static/styles/pydata-sphinx-theme.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+
+  
+  <link href="../../_static/vendor/fontawesome/6.5.1/css/all.min.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+  <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-solid-900.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-brands-400.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-regular-400.woff2" />
+
+    <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
+    <link rel="stylesheet" href="../../_static/styles/sphinx-book-theme.css?digest=14f4ca6b54d191a8c7657f6c759bf11a5fb86285" type="text/css" />
+    <link rel="stylesheet" type="text/css" href="../../_static/togglebutton.css" />
+    <link rel="stylesheet" type="text/css" href="../../_static/copybutton.css" />
+    <link rel="stylesheet" type="text/css" href="../../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
+    <link rel="stylesheet" type="text/css" href="../../_static/sphinx-thebe.css" />
+    <link rel="stylesheet" type="text/css" href="../../_static/design-style.4045f2051d55cab465a707391d5b2007.min.css" />
+  
+  <!-- Pre-loaded scripts that we'll load fully later -->
+  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=bd9e20870c6007c4c509" />
+<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=bd9e20870c6007c4c509" />
+  <script src="../../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=bd9e20870c6007c4c509"></script>
+
+    <script data-url_root="../../" id="documentation_options" src="../../_static/documentation_options.js"></script>
+    <script src="../../_static/jquery.js"></script>
+    <script src="../../_static/underscore.js"></script>
+    <script src="../../_static/_sphinx_javascript_frameworks_compat.js"></script>
+    <script src="../../_static/doctools.js"></script>
+    <script src="../../_static/clipboard.min.js"></script>
+    <script src="../../_static/copybutton.js"></script>
+    <script src="../../_static/scripts/sphinx-book-theme.js?digest=5a5c038af52cf7bc1a1ec88eea08e6366ee68824"></script>
+    <script>let toggleHintShow = 'Click to show';</script>
+    <script>let toggleHintHide = 'Click to hide';</script>
+    <script>let toggleOpenOnPrint = 'true';</script>
+    <script src="../../_static/togglebutton.js"></script>
+    <script>var togglebuttonSelector = '.toggle, .admonition.dropdown';</script>
+    <script src="../../_static/design-tabs.js"></script>
+    <script>const THEBE_JS_URL = "https://unpkg.com/thebe@0.8.2/lib/index.js"
+const thebe_selector = ".thebe,.cell"
+const thebe_selector_input = "pre"
+const thebe_selector_output = ".output, .cell_output"
+</script>
+    <script async="async" src="../../_static/sphinx-thebe.js"></script>
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+                <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#id2">核函数</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#ovo-vs-ovr">多分类 OvO vs OvR</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#svcnusvclinearsvc">SVC、NuSVC和LinearSVC</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#id3">非均衡问题</a></li>
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+                  
+  <section class="tex2jax_ignore mathjax_ignore" id="id1">
+<h1>支持向量机<a class="headerlink" href="#id1" title="Permalink to this heading">#</a></h1>
+<section id="id2">
+<h2>核函数<a class="headerlink" href="#id2" title="Permalink to this heading">#</a></h2>
+<p>在支持向量机（SVM）中，核函数（kernel function）是一种用于将数据映射到高维特征空间的函数。核函数的作用是在原始特征空间中隐式地计算样本之间的相似性或内积，从而使非线性问题可以通过线性分类器进行处理。</p>
+<p>核函数的关键思想是将低维空间中线性不可分的模式转换为高维空间中线性可分的模式。这种转换可以使SVM能够建立一个决策边界，将不同类别的样本正确地分开。通过引入核函数，我们无需直接计算高维特征空间，而只需计算低维空间中的核函数值。</p>
+<p>常见的核函数包括：</p>
+<p>线性核函数（linear kernel）：在原始特征空间中直接计算样本之间的内积，即K(x, y) = x·y。</p>
+<p>多项式核函数（polynomial kernel）：将样本映射到多项式特征空间，通过计算多项式函数来度量样本之间的相似性。</p>
+<p>高斯核函数（Gaussian kernel），也称为径向基函数（Radial Basis Function，RBF）核函数：将样本映射到无限维的特征空间，通过计算样本之间的欧氏距离来度量相似性。</p>
+<p>sigmoid核函数：将样本映射到双曲正切函数的特征空间，通过计算双曲正切函数来度量样本之间的相似性。</p>
+<p>下面对比下几种方法：</p>
+<div class="cell docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
+<span class="kn">from</span> <span class="nn">sklearn.datasets</span> <span class="kn">import</span> <span class="n">make_circles</span>
+<span class="kn">from</span> <span class="nn">sklearn.svm</span> <span class="kn">import</span> <span class="n">SVC</span>
+<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
+
+<span class="c1"># 创建一个非线性的二维数据集</span>
+<span class="n">X</span><span class="p">,</span> <span class="n">y</span> <span class="o">=</span> <span class="n">make_circles</span><span class="p">(</span><span class="n">n_samples</span><span class="o">=</span><span class="mi">100</span><span class="p">,</span> <span class="n">noise</span><span class="o">=</span><span class="mf">0.1</span><span class="p">,</span> <span class="n">factor</span><span class="o">=</span><span class="mf">0.4</span><span class="p">,</span> <span class="n">random_state</span><span class="o">=</span><span class="mi">42</span><span class="p">)</span>
+
+<span class="c1"># 定义不同核函数的名称和参数</span>
+<span class="n">kernels</span> <span class="o">=</span> <span class="p">[</span><span class="s1">&#39;linear&#39;</span><span class="p">,</span> <span class="s1">&#39;poly&#39;</span><span class="p">,</span> <span class="s1">&#39;rbf&#39;</span><span class="p">]</span>
+<span class="n">parameters</span> <span class="o">=</span> <span class="p">[{</span><span class="s1">&#39;C&#39;</span><span class="p">:</span> <span class="mi">1</span><span class="p">},</span> <span class="p">{</span><span class="s1">&#39;degree&#39;</span><span class="p">:</span> <span class="mi">3</span><span class="p">,</span> <span class="s1">&#39;C&#39;</span><span class="p">:</span> <span class="mi">1</span><span class="p">},</span> <span class="p">{</span><span class="s1">&#39;gamma&#39;</span><span class="p">:</span> <span class="s1">&#39;scale&#39;</span><span class="p">,</span> <span class="s1">&#39;C&#39;</span><span class="p">:</span> <span class="mi">1</span><span class="p">}]</span>
+
+<span class="c1"># 绘制不同核函数的分类结果</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">12</span><span class="p">,</span> <span class="mi">4</span><span class="p">))</span>
+<span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">kernel</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">kernels</span><span class="p">):</span>
+    <span class="c1"># 创建SVC模型并使用指定核函数进行训练</span>
+    <span class="n">model</span> <span class="o">=</span> <span class="n">SVC</span><span class="p">(</span><span class="n">kernel</span><span class="o">=</span><span class="n">kernel</span><span class="p">,</span> <span class="o">**</span><span class="n">parameters</span><span class="p">[</span><span class="n">i</span><span class="p">])</span>
+    <span class="n">model</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">X</span><span class="p">,</span> <span class="n">y</span><span class="p">)</span>
+    
+    <span class="c1"># 在二维空间中绘制分类结果</span>
+    <span class="n">plt</span><span class="o">.</span><span class="n">subplot</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">3</span><span class="p">,</span> <span class="n">i</span> <span class="o">+</span> <span class="mi">1</span><span class="p">)</span>
+    <span class="n">plt</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span><span class="n">X</span><span class="p">[:,</span> <span class="mi">0</span><span class="p">],</span> <span class="n">X</span><span class="p">[:,</span> <span class="mi">1</span><span class="p">],</span> <span class="n">c</span><span class="o">=</span><span class="n">y</span><span class="p">,</span> <span class="n">cmap</span><span class="o">=</span><span class="n">plt</span><span class="o">.</span><span class="n">cm</span><span class="o">.</span><span class="n">Paired</span><span class="p">)</span>
+    <span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Kernel: </span><span class="si">{</span><span class="n">kernel</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
+    
+    <span class="c1"># 绘制决策边界</span>
+    <span class="n">ax</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">gca</span><span class="p">()</span>
+    <span class="n">xlim</span> <span class="o">=</span> <span class="n">ax</span><span class="o">.</span><span class="n">get_xlim</span><span class="p">()</span>
+    <span class="n">ylim</span> <span class="o">=</span> <span class="n">ax</span><span class="o">.</span><span class="n">get_ylim</span><span class="p">()</span>
+    <span class="n">xx</span><span class="p">,</span> <span class="n">yy</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">meshgrid</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">linspace</span><span class="p">(</span><span class="n">xlim</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">xlim</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span> <span class="mi">100</span><span class="p">),</span>
+                         <span class="n">np</span><span class="o">.</span><span class="n">linspace</span><span class="p">(</span><span class="n">ylim</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">ylim</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span> <span class="mi">100</span><span class="p">))</span>
+    <span class="n">Z</span> <span class="o">=</span> <span class="n">model</span><span class="o">.</span><span class="n">decision_function</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">c_</span><span class="p">[</span><span class="n">xx</span><span class="o">.</span><span class="n">ravel</span><span class="p">(),</span> <span class="n">yy</span><span class="o">.</span><span class="n">ravel</span><span class="p">()])</span>
+    <span class="n">Z</span> <span class="o">=</span> <span class="n">Z</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="n">xx</span><span class="o">.</span><span class="n">shape</span><span class="p">)</span>
+    <span class="n">plt</span><span class="o">.</span><span class="n">contour</span><span class="p">(</span><span class="n">xx</span><span class="p">,</span> <span class="n">yy</span><span class="p">,</span> <span class="n">Z</span><span class="p">,</span> <span class="n">colors</span><span class="o">=</span><span class="s1">&#39;k&#39;</span><span class="p">,</span> <span class="n">levels</span><span class="o">=</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">],</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.5</span><span class="p">)</span>
+    
+    <span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">&#39;X&#39;</span><span class="p">)</span>
+    <span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">&#39;Y&#39;</span><span class="p">)</span>
+
+<span class="n">plt</span><span class="o">.</span><span class="n">tight_layout</span><span class="p">()</span>
+<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<img alt="../../_images/4b30f149f024beb2a0288bd5e28ccec4a586a86ec3d44bb5ce5da1b0a0e3488a.png" src="../../_images/4b30f149f024beb2a0288bd5e28ccec4a586a86ec3d44bb5ce5da1b0a0e3488a.png" />
+</div>
+</div>
+</section>
+<section id="ovo-vs-ovr">
+<h2>多分类 OvO vs OvR<a class="headerlink" href="#ovo-vs-ovr" title="Permalink to this heading">#</a></h2>
+<p>在多分类问题中，SVM支持两种常见的策略：One-vs-One（OvO）和One-vs-Rest（OvR）。它们之间的区别在于处理多个类别的方式。</p>
+<p>One-vs-One和One-vs-Rest两种多分类策略的主要区别：</p>
+<table class="table">
+<thead>
+<tr class="row-odd"><th class="head"><p></p></th>
+<th class="head"><p>One-vs-One (OvO)</p></th>
+<th class="head"><p>One-vs-Rest (OvR)</p></th>
+</tr>
+</thead>
+<tbody>
+<tr class="row-even"><td><p>模型数量</p></td>
+<td><p>N * (N-1) / 2</p></td>
+<td><p>N</p></td>
+</tr>
+<tr class="row-odd"><td><p>训练时间</p></td>
+<td><p>较长</p></td>
+<td><p>较短</p></td>
+</tr>
+<tr class="row-even"><td><p>内存消耗</p></td>
+<td><p>较大</p></td>
+<td><p>较小</p></td>
+</tr>
+<tr class="row-odd"><td><p>样本数量</p></td>
+<td><p>每个模型较少</p></td>
+<td><p>每个模型较多</p></td>
+</tr>
+<tr class="row-even"><td><p>预测效果</p></td>
+<td><p>可能更准确</p></td>
+<td><p>简洁但可能稍差</p></td>
+</tr>
+</tbody>
+</table>
+<p>在这个表格中，”N”表示类别的总数。</p>
+<ul class="simple">
+<li><p>One-vs-One策略需要构建更多的模型，训练时间更长，消耗更多的内存，但在某些情况下可能提供更准确的预测结果。</p></li>
+<li><p>One-vs-Rest策略只需要构建N个模型，训练时间和内存消耗较少，但预测结果可能相对简洁且略有不准确。</p></li>
+</ul>
+<p>一般来说，当类别数量较少时，OvR策略可能更简洁有效。而当类别数量较多时，OvO策略可能更准确，但也需要更多的计算资源和时间。</p>
+<p>从性能考虑，默认是OvR。</p>
+<p>下面对比下这两种策略：</p>
+<div class="cell docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># 导入必要的库</span>
+<span class="kn">from</span> <span class="nn">sklearn</span> <span class="kn">import</span> <span class="n">datasets</span>
+<span class="kn">from</span> <span class="nn">sklearn.model_selection</span> <span class="kn">import</span> <span class="n">train_test_split</span>
+<span class="kn">from</span> <span class="nn">sklearn.svm</span> <span class="kn">import</span> <span class="n">SVC</span>
+<span class="kn">from</span> <span class="nn">sklearn.metrics</span> <span class="kn">import</span> <span class="n">accuracy_score</span>
+
+<span class="c1"># 加载数据集</span>
+<span class="n">iris</span> <span class="o">=</span> <span class="n">datasets</span><span class="o">.</span><span class="n">load_iris</span><span class="p">()</span>
+<span class="n">X</span> <span class="o">=</span> <span class="n">iris</span><span class="o">.</span><span class="n">data</span>
+<span class="n">y</span> <span class="o">=</span> <span class="n">iris</span><span class="o">.</span><span class="n">target</span>
+
+<span class="c1"># 将数据集拆分为训练集和测试集</span>
+<span class="n">X_train</span><span class="p">,</span> <span class="n">X_test</span><span class="p">,</span> <span class="n">y_train</span><span class="p">,</span> <span class="n">y_test</span> <span class="o">=</span> <span class="n">train_test_split</span><span class="p">(</span><span class="n">X</span><span class="p">,</span> <span class="n">y</span><span class="p">,</span> <span class="n">test_size</span><span class="o">=</span><span class="mf">0.2</span><span class="p">,</span> <span class="n">random_state</span><span class="o">=</span><span class="mi">42</span><span class="p">)</span>
+
+<span class="c1"># 创建一个SVC模型（使用one-vs-one策略）</span>
+<span class="n">model_ovo</span> <span class="o">=</span> <span class="n">SVC</span><span class="p">(</span><span class="n">decision_function_shape</span><span class="o">=</span><span class="s1">&#39;ovo&#39;</span><span class="p">)</span>
+<span class="c1"># 使用训练数据来训练模型</span>
+<span class="n">model_ovo</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">X_train</span><span class="p">,</span> <span class="n">y_train</span><span class="p">)</span>
+<span class="c1"># 使用训练后的模型对测试数据进行预测</span>
+<span class="n">y_pred_ovo</span> <span class="o">=</span> <span class="n">model_ovo</span><span class="o">.</span><span class="n">predict</span><span class="p">(</span><span class="n">X_test</span><span class="p">)</span>
+<span class="c1"># 计算预测准确率</span>
+<span class="n">accuracy_ovo</span> <span class="o">=</span> <span class="n">accuracy_score</span><span class="p">(</span><span class="n">y_test</span><span class="p">,</span> <span class="n">y_pred_ovo</span><span class="p">)</span>
+<span class="nb">print</span><span class="p">(</span><span class="s2">&quot;One-vs-One 准确率:&quot;</span><span class="p">,</span> <span class="n">accuracy_ovo</span><span class="p">)</span>
+
+<span class="c1"># 创建一个SVC模型（使用one-vs-rest策略）</span>
+<span class="n">model_ovr</span> <span class="o">=</span> <span class="n">SVC</span><span class="p">(</span><span class="n">decision_function_shape</span><span class="o">=</span><span class="s1">&#39;ovr&#39;</span><span class="p">)</span>
+<span class="c1"># 使用训练数据来训练模型</span>
+<span class="n">model_ovr</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">X_train</span><span class="p">,</span> <span class="n">y_train</span><span class="p">)</span>
+<span class="c1"># 使用训练后的模型对测试数据进行预测</span>
+<span class="n">y_pred_ovr</span> <span class="o">=</span> <span class="n">model_ovr</span><span class="o">.</span><span class="n">predict</span><span class="p">(</span><span class="n">X_test</span><span class="p">)</span>
+<span class="c1"># 计算预测准确率</span>
+<span class="n">accuracy_ovr</span> <span class="o">=</span> <span class="n">accuracy_score</span><span class="p">(</span><span class="n">y_test</span><span class="p">,</span> <span class="n">y_pred_ovr</span><span class="p">)</span>
+<span class="nb">print</span><span class="p">(</span><span class="s2">&quot;One-vs-Rest 准确率:&quot;</span><span class="p">,</span> <span class="n">accuracy_ovr</span><span class="p">)</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>One-vs-One 准确率: 1.0
+One-vs-Rest 准确率: 1.0
+</pre></div>
+</div>
+</div>
+</div>
+</section>
+<section id="svcnusvclinearsvc">
+<h2>SVC、NuSVC和LinearSVC<a class="headerlink" href="#svcnusvclinearsvc" title="Permalink to this heading">#</a></h2>
+<table class="table">
+<thead>
+<tr class="row-odd"><th class="head"><p></p></th>
+<th class="head"><p>SVC</p></th>
+<th class="head"><p>NuSVC</p></th>
+<th class="head"><p>LinearSVC</p></th>
+</tr>
+</thead>
+<tbody>
+<tr class="row-even"><td><p>算法</p></td>
+<td><p>C-SVM</p></td>
+<td><p>ν-SVM</p></td>
+<td><p>线性SVM</p></td>
+</tr>
+<tr class="row-odd"><td><p>核函数</p></td>
+<td><p>可选择不同的核函数</p></td>
+<td><p>可选择不同的核函数</p></td>
+<td><p>不支持核函数</p></td>
+</tr>
+<tr class="row-even"><td><p>分类</p></td>
+<td><p>二分类和多分类</p></td>
+<td><p>二分类和多分类</p></td>
+<td><p>仅线性可分问题</p></td>
+</tr>
+<tr class="row-odd"><td><p>训练时间</p></td>
+<td><p>长</p></td>
+<td><p>较长</p></td>
+<td><p>较快</p></td>
+</tr>
+<tr class="row-even"><td><p>大型数据集</p></td>
+<td><p>适用</p></td>
+<td><p>适用</p></td>
+<td><p>适用</p></td>
+</tr>
+</tbody>
+</table>
+<p>这个表格总结了SVC、NuSVC和LinearSVC三种算法的主要特点</p>
+<ul class="simple">
+<li><p>如果问题是线性可分的并且需要较快的训练时间，可以选择LinearSVC。</p></li>
+<li><p>如果问题是非线性的并且对支持向量的数量有一定灵活性要求，可以选择NuSVC。</p></li>
+<li><p>如果问题是非线性的，并且希望可以选择不同的核函数，可以选择SVC。</p></li>
+</ul>
+<div class="cell docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># 导入必要的库</span>
+<span class="kn">from</span> <span class="nn">sklearn</span> <span class="kn">import</span> <span class="n">datasets</span>
+<span class="kn">from</span> <span class="nn">sklearn.model_selection</span> <span class="kn">import</span> <span class="n">train_test_split</span>
+<span class="kn">from</span> <span class="nn">sklearn.svm</span> <span class="kn">import</span> <span class="n">SVC</span><span class="p">,</span> <span class="n">NuSVC</span><span class="p">,</span> <span class="n">LinearSVC</span>
+<span class="kn">from</span> <span class="nn">sklearn.metrics</span> <span class="kn">import</span> <span class="n">accuracy_score</span>
+
+<span class="c1"># 加载数据集</span>
+<span class="n">iris</span> <span class="o">=</span> <span class="n">datasets</span><span class="o">.</span><span class="n">load_iris</span><span class="p">()</span>
+<span class="n">X</span> <span class="o">=</span> <span class="n">iris</span><span class="o">.</span><span class="n">data</span>
+<span class="n">y</span> <span class="o">=</span> <span class="n">iris</span><span class="o">.</span><span class="n">target</span>
+
+<span class="c1"># 将数据集拆分为训练集和测试集</span>
+<span class="n">X_train</span><span class="p">,</span> <span class="n">X_test</span><span class="p">,</span> <span class="n">y_train</span><span class="p">,</span> <span class="n">y_test</span> <span class="o">=</span> <span class="n">train_test_split</span><span class="p">(</span><span class="n">X</span><span class="p">,</span> <span class="n">y</span><span class="p">,</span> <span class="n">test_size</span><span class="o">=</span><span class="mf">0.2</span><span class="p">,</span> <span class="n">random_state</span><span class="o">=</span><span class="mi">42</span><span class="p">)</span>
+
+<span class="c1"># 创建一个SVC模型</span>
+<span class="n">svc_model</span> <span class="o">=</span> <span class="n">SVC</span><span class="p">()</span>
+<span class="c1"># 使用训练数据来训练SVC模型</span>
+<span class="n">svc_model</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">X_train</span><span class="p">,</span> <span class="n">y_train</span><span class="p">)</span>
+<span class="c1"># 使用训练后的SVC模型对测试数据进行预测</span>
+<span class="n">svc_pred</span> <span class="o">=</span> <span class="n">svc_model</span><span class="o">.</span><span class="n">predict</span><span class="p">(</span><span class="n">X_test</span><span class="p">)</span>
+<span class="c1"># 计算SVC模型的预测准确率</span>
+<span class="n">svc_accuracy</span> <span class="o">=</span> <span class="n">accuracy_score</span><span class="p">(</span><span class="n">y_test</span><span class="p">,</span> <span class="n">svc_pred</span><span class="p">)</span>
+<span class="nb">print</span><span class="p">(</span><span class="s2">&quot;SVC 准确率:&quot;</span><span class="p">,</span> <span class="n">svc_accuracy</span><span class="p">)</span>
+
+<span class="c1"># 创建一个NuSVC模型</span>
+<span class="n">nusvc_model</span> <span class="o">=</span> <span class="n">NuSVC</span><span class="p">()</span>
+<span class="c1"># 使用训练数据来训练NuSVC模型</span>
+<span class="n">nusvc_model</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">X_train</span><span class="p">,</span> <span class="n">y_train</span><span class="p">)</span>
+<span class="c1"># 使用训练后的NuSVC模型对测试数据进行预测</span>
+<span class="n">nusvc_pred</span> <span class="o">=</span> <span class="n">nusvc_model</span><span class="o">.</span><span class="n">predict</span><span class="p">(</span><span class="n">X_test</span><span class="p">)</span>
+<span class="c1"># 计算NuSVC模型的预测准确率</span>
+<span class="n">nusvc_accuracy</span> <span class="o">=</span> <span class="n">accuracy_score</span><span class="p">(</span><span class="n">y_test</span><span class="p">,</span> <span class="n">nusvc_pred</span><span class="p">)</span>
+<span class="nb">print</span><span class="p">(</span><span class="s2">&quot;NuSVC 准确率:&quot;</span><span class="p">,</span> <span class="n">nusvc_accuracy</span><span class="p">)</span>
+
+<span class="c1"># 创建一个LinearSVC模型</span>
+<span class="n">linearsvc_model</span> <span class="o">=</span> <span class="n">LinearSVC</span><span class="p">()</span>
+<span class="c1"># 使用训练数据来训练LinearSVC模型</span>
+<span class="n">linearsvc_model</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">X_train</span><span class="p">,</span> <span class="n">y_train</span><span class="p">)</span>
+<span class="c1"># 使用训练后的LinearSVC模型对测试数据进行预测</span>
+<span class="n">linearsvc_pred</span> <span class="o">=</span> <span class="n">linearsvc_model</span><span class="o">.</span><span class="n">predict</span><span class="p">(</span><span class="n">X_test</span><span class="p">)</span>
+<span class="c1"># 计算LinearSVC模型的预测准确率</span>
+<span class="n">linearsvc_accuracy</span> <span class="o">=</span> <span class="n">accuracy_score</span><span class="p">(</span><span class="n">y_test</span><span class="p">,</span> <span class="n">linearsvc_pred</span><span class="p">)</span>
+<span class="nb">print</span><span class="p">(</span><span class="s2">&quot;LinearSVC 准确率:&quot;</span><span class="p">,</span> <span class="n">linearsvc_accuracy</span><span class="p">)</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>SVC 准确率: 1.0
+NuSVC 准确率: 1.0
+LinearSVC 准确率: 1.0
+</pre></div>
+</div>
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/home/runner/.local/lib/python3.10/site-packages/sklearn/svm/_classes.py:32: FutureWarning: The default value of `dual` will change from `True` to `&#39;auto&#39;` in 1.5. Set the value of `dual` explicitly to suppress the warning.
+  warnings.warn(
+/home/runner/.local/lib/python3.10/site-packages/sklearn/svm/_base.py:1250: ConvergenceWarning: Liblinear failed to converge, increase the number of iterations.
+  warnings.warn(
+</pre></div>
+</div>
+</div>
+</div>
+</section>
+<section id="id3">
+<h2>非均衡问题<a class="headerlink" href="#id3" title="Permalink to this heading">#</a></h2>
+<p>非均衡问题（Imbalanced problem）是指在分类问题中，不同类别的样本数量差异很大，其中一个类别的样本数量远远超过另一个类别。这种情况可能会导致模型对多数类别进行较好的预测，而对少数类别进行较差的预测。</p>
+<p>解决非均衡问题的方法有很多，以下是一些常用的方法：</p>
+<p>重采样（Resampling）：通过欠采样或过采样来平衡数据集中的类别数量。欠采样减少多数类别的样本数量，而过采样增加少数类别的样本数量。这些技术可以通过随机丢弃或复制样本来实现。</p>
+<p>类别权重（Class weights）：在训练模型时，通过给少数类别分配更高的权重，使得模型在训练过程中更关注少数类别的分类效果。在大多数机器学习算法中，可以使用class_weight参数来设置类别权重。</p>
+<p>算法调整（Algorithmic adjustments）：一些算法具有内置的处理非均衡数据集的功能，例如决策树算法中的代价敏感训练（Cost-Sensitive Training）。这些算法通过修改损失函数或调整决策阈值来改善少数类别的预测效果。</p>
+<p>集成方法（Ensemble methods）：使用集成学习方法，如随机森林（Random Forest）或梯度提升树（Gradient Boosting），可以通过结合多个模型的预测结果来改善分类效果。在非均衡问题中，可以使用集成方法来平衡类别之间的预测差异。</p>
+<p>生成合成样本（Generate synthetic samples）：一些算法可以生成合成的少数类别样本，以增加数据集中少数类别的样本数量。例如，SMOTE（Synthetic Minority Over-sampling Technique）算法可以通过插值生成新的少数类别样本。</p>
+<p>下面绘制加权数据集的决策函数图，其中点的大小与其权重成比例。</p>
+<blockquote>
+<div><p>样本加权会重新缩放C参数，这意味着分类器更加强调正确分类这些点。这种影响通常是微妙的。为了突出显示效果，在这里我们特别给异常值赋予更大的权重，使得决策边界的变形非常明显。</p>
+</div></blockquote>
+<div class="cell docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
+<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
+
+<span class="kn">from</span> <span class="nn">sklearn</span> <span class="kn">import</span> <span class="n">svm</span>
+
+
+<span class="k">def</span> <span class="nf">plot_decision_function</span><span class="p">(</span><span class="n">classifier</span><span class="p">,</span> <span class="n">sample_weight</span><span class="p">,</span> <span class="n">axis</span><span class="p">,</span> <span class="n">title</span><span class="p">):</span>
+    <span class="c1"># plot the decision function</span>
+    <span class="n">xx</span><span class="p">,</span> <span class="n">yy</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">meshgrid</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">linspace</span><span class="p">(</span><span class="o">-</span><span class="mi">4</span><span class="p">,</span> <span class="mi">5</span><span class="p">,</span> <span class="mi">500</span><span class="p">),</span> <span class="n">np</span><span class="o">.</span><span class="n">linspace</span><span class="p">(</span><span class="o">-</span><span class="mi">4</span><span class="p">,</span> <span class="mi">5</span><span class="p">,</span> <span class="mi">500</span><span class="p">))</span>
+
+    <span class="n">Z</span> <span class="o">=</span> <span class="n">classifier</span><span class="o">.</span><span class="n">decision_function</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">c_</span><span class="p">[</span><span class="n">xx</span><span class="o">.</span><span class="n">ravel</span><span class="p">(),</span> <span class="n">yy</span><span class="o">.</span><span class="n">ravel</span><span class="p">()])</span>
+    <span class="n">Z</span> <span class="o">=</span> <span class="n">Z</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="n">xx</span><span class="o">.</span><span class="n">shape</span><span class="p">)</span>
+
+    <span class="c1"># plot the line, the points, and the nearest vectors to the plane</span>
+    <span class="n">axis</span><span class="o">.</span><span class="n">contourf</span><span class="p">(</span><span class="n">xx</span><span class="p">,</span> <span class="n">yy</span><span class="p">,</span> <span class="n">Z</span><span class="p">,</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.75</span><span class="p">,</span> <span class="n">cmap</span><span class="o">=</span><span class="n">plt</span><span class="o">.</span><span class="n">cm</span><span class="o">.</span><span class="n">bone</span><span class="p">)</span>
+    <span class="n">axis</span><span class="o">.</span><span class="n">scatter</span><span class="p">(</span>
+        <span class="n">X</span><span class="p">[:,</span> <span class="mi">0</span><span class="p">],</span>
+        <span class="n">X</span><span class="p">[:,</span> <span class="mi">1</span><span class="p">],</span>
+        <span class="n">c</span><span class="o">=</span><span class="n">y</span><span class="p">,</span>
+        <span class="n">s</span><span class="o">=</span><span class="mi">100</span> <span class="o">*</span> <span class="n">sample_weight</span><span class="p">,</span>
+        <span class="n">alpha</span><span class="o">=</span><span class="mf">0.9</span><span class="p">,</span>
+        <span class="n">cmap</span><span class="o">=</span><span class="n">plt</span><span class="o">.</span><span class="n">cm</span><span class="o">.</span><span class="n">bone</span><span class="p">,</span>
+        <span class="n">edgecolors</span><span class="o">=</span><span class="s2">&quot;black&quot;</span><span class="p">,</span>
+    <span class="p">)</span>
+
+    <span class="n">axis</span><span class="o">.</span><span class="n">axis</span><span class="p">(</span><span class="s2">&quot;off&quot;</span><span class="p">)</span>
+    <span class="n">axis</span><span class="o">.</span><span class="n">set_title</span><span class="p">(</span><span class="n">title</span><span class="p">)</span>
+
+
+<span class="c1"># we create 20 points</span>
+<span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">seed</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span>
+<span class="n">X</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">r_</span><span class="p">[</span><span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">randn</span><span class="p">(</span><span class="mi">10</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span> <span class="o">+</span> <span class="p">[</span><span class="mi">1</span><span class="p">,</span> <span class="mi">1</span><span class="p">],</span> <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">randn</span><span class="p">(</span><span class="mi">10</span><span class="p">,</span> <span class="mi">2</span><span class="p">)]</span>
+<span class="n">y</span> <span class="o">=</span> <span class="p">[</span><span class="mi">1</span><span class="p">]</span> <span class="o">*</span> <span class="mi">10</span> <span class="o">+</span> <span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span> <span class="o">*</span> <span class="mi">10</span>
+<span class="n">sample_weight_last_ten</span> <span class="o">=</span> <span class="nb">abs</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">randn</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">X</span><span class="p">)))</span>
+<span class="n">sample_weight_constant</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">ones</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">X</span><span class="p">))</span>
+<span class="c1"># and bigger weights to some outliers</span>
+<span class="n">sample_weight_last_ten</span><span class="p">[</span><span class="mi">15</span><span class="p">:]</span> <span class="o">*=</span> <span class="mi">5</span>
+<span class="n">sample_weight_last_ten</span><span class="p">[</span><span class="mi">9</span><span class="p">]</span> <span class="o">*=</span> <span class="mi">15</span>
+
+<span class="c1"># Fit the models.</span>
+
+<span class="c1"># This model does not take into account sample weights.</span>
+<span class="n">clf_no_weights</span> <span class="o">=</span> <span class="n">svm</span><span class="o">.</span><span class="n">SVC</span><span class="p">(</span><span class="n">gamma</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
+<span class="n">clf_no_weights</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">X</span><span class="p">,</span> <span class="n">y</span><span class="p">)</span>
+
+<span class="c1"># This other model takes into account some dedicated sample weights.</span>
+<span class="n">clf_weights</span> <span class="o">=</span> <span class="n">svm</span><span class="o">.</span><span class="n">SVC</span><span class="p">(</span><span class="n">gamma</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
+<span class="n">clf_weights</span><span class="o">.</span><span class="n">fit</span><span class="p">(</span><span class="n">X</span><span class="p">,</span> <span class="n">y</span><span class="p">,</span> <span class="n">sample_weight</span><span class="o">=</span><span class="n">sample_weight_last_ten</span><span class="p">)</span>
+
+<span class="n">fig</span><span class="p">,</span> <span class="n">axes</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">subplots</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="n">figsize</span><span class="o">=</span><span class="p">(</span><span class="mi">14</span><span class="p">,</span> <span class="mi">6</span><span class="p">))</span>
+<span class="n">plot_decision_function</span><span class="p">(</span>
+    <span class="n">clf_no_weights</span><span class="p">,</span> <span class="n">sample_weight_constant</span><span class="p">,</span> <span class="n">axes</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="s2">&quot;Constant weights&quot;</span>
+<span class="p">)</span>
+<span class="n">plot_decision_function</span><span class="p">(</span><span class="n">clf_weights</span><span class="p">,</span> <span class="n">sample_weight_last_ten</span><span class="p">,</span> <span class="n">axes</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span> <span class="s2">&quot;Modified weights&quot;</span><span class="p">)</span>
+
+<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<img alt="../../_images/20ecbaa975ff4a211feea611a9018eb10397371a70d13f5e6eb30b8ce6a7df26.png" src="../../_images/20ecbaa975ff4a211feea611a9018eb10397371a70d13f5e6eb30b8ce6a7df26.png" />
+</div>
+</div>
+</section>
+</section>
+
+    <script type="text/x-thebe-config">
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#id2">核函数</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#ovo-vs-ovr">多分类 OvO vs OvR</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#svcnusvclinearsvc">SVC、NuSVC和LinearSVC</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#id3">非均衡问题</a></li>
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index 70c511e..3748f31 100644
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@@ -19,15 +19,15 @@
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   <section class="tex2jax_ignore mathjax_ignore" id="id1">
 <h1>集成学习<a class="headerlink" href="#id1" title="Permalink to this heading">#</a></h1>
@@ -589,11 +598,11 @@ <h2>XGBoost（eXtreme Gradient Boosting）<a class="headerlink" href="#xgboost-e
       </div>
     </a>
     <a class="right-next"
-       href="../%E9%99%8D%E7%BB%B4/%E7%BA%BF%E6%80%A7%E4%BB%A3%E6%95%B0.html"
+       href="%E6%94%AF%E6%8C%81%E5%90%91%E9%87%8F%E6%9C%BA.html"
        title="next page">
       <div class="prev-next-info">
         <p class="prev-next-subtitle">next</p>
-        <p class="prev-next-title">矩阵</p>
+        <p class="prev-next-title">支持向量机</p>
       </div>
       <i class="fa-solid fa-angle-right"></i>
     </a>
@@ -606,6 +615,7 @@ <h2>XGBoost（eXtreme Gradient Boosting）<a class="headerlink" href="#xgboost-e
               
                 <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
 
+
   <div class="sidebar-secondary-item">
   <div class="page-toc tocsection onthispage">
     <i class="fa-solid fa-list"></i> Contents
@@ -663,8 +673,8 @@ <h2>XGBoost（eXtreme Gradient Boosting）<a class="headerlink" href="#xgboost-e
   </div>
   
   <!-- Scripts loaded after <body> so the DOM is not blocked -->
-  <script src="../../_static/scripts/bootstrap.js?digest=5b4479735964841361fd"></script>
-<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=5b4479735964841361fd"></script>
+  <script src="../../_static/scripts/bootstrap.js?digest=bd9e20870c6007c4c509"></script>
+<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=bd9e20870c6007c4c509"></script>
 
   <footer class="bd-footer">
   </footer>
diff --git "a/docs/\345\233\236\345\275\222/index.html" "b/docs/\345\233\236\345\275\222/index.html"
index 357c5c4..6ded360 100644
--- "a/docs/\345\233\236\345\275\222/index.html"
+++ "b/docs/\345\233\236\345\275\222/index.html"
@@ -19,15 +19,15 @@
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-<link href="../../_static/styles/pydata-sphinx-theme.css?digest=5b4479735964841361fd" rel="stylesheet" />
+  <link href="../../_static/styles/theme.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+<link href="../../_static/styles/bootstrap.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+<link href="../../_static/styles/pydata-sphinx-theme.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
 
   
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-<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.1.2/webfonts/fa-regular-400.woff2" />
+  <link href="../../_static/vendor/fontawesome/6.5.1/css/all.min.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+  <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-solid-900.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-brands-400.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-regular-400.woff2" />
 
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@@ -38,9 +38,9 @@
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-  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=5b4479735964841361fd" />
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-  <script src="../../_static/vendor/fontawesome/6.1.2/js/all.min.js?digest=5b4479735964841361fd"></script>
+  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=bd9e20870c6007c4c509" />
+<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=bd9e20870c6007c4c509" />
+  <script src="../../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=bd9e20870c6007c4c509"></script>
 
     <script data-url_root="../../" id="documentation_options" src="../../_static/documentation_options.js"></script>
     <script src="../../_static/jquery.js"></script>
@@ -74,7 +74,7 @@
 
   
   
-  <a class="skip-link" href="#main-content">Skip to main content</a>
+  <a id="pst-skip-link" class="skip-link" href="#main-content">Skip to main content</a>
   
   <div id="pst-scroll-pixel-helper"></div>
 
@@ -117,13 +117,21 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form></div>
   </div>
+
+  <header>
   
-    <nav class="bd-header navbar navbar-expand-lg bd-navbar">
-    </nav>
+    <div class="bd-header navbar navbar-expand-lg bd-navbar">
+    </div>
   
+  </header>
+
   <div class="bd-container">
     <div class="bd-container__inner bd-page-width">
       
+      
+      
+        
+      
       <div class="bd-sidebar-primary bd-sidebar">
         
 
@@ -185,6 +193,7 @@
 <ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E5%86%B3%E7%AD%96%E6%A0%91.html">决策树</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E9%9B%86%E6%88%90%E6%96%B9%E6%B3%95.html">集成学习</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E6%94%AF%E6%8C%81%E5%90%91%E9%87%8F%E6%9C%BA.html">支持向量机</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">降维</span></p>
 <ul class="nav bd-sidenav">
@@ -395,7 +404,7 @@ <h2> Contents </h2>
               
                 
 <div id="searchbox"></div>
-                <article class="bd-article" role="main">
+                <article class="bd-article">
                   
   <p>回归：预测与对象相关的连续值的属性。</p>
 <ul class="simple">
@@ -492,6 +501,7 @@ <h2> Contents </h2>
               
                 <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
 
+
   <div class="sidebar-secondary-item">
   <div class="page-toc tocsection onthispage">
     <i class="fa-solid fa-list"></i> Contents
@@ -547,8 +557,8 @@ <h2> Contents </h2>
   </div>
   
   <!-- Scripts loaded after <body> so the DOM is not blocked -->
-  <script src="../../_static/scripts/bootstrap.js?digest=5b4479735964841361fd"></script>
-<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=5b4479735964841361fd"></script>
+  <script src="../../_static/scripts/bootstrap.js?digest=bd9e20870c6007c4c509"></script>
+<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=bd9e20870c6007c4c509"></script>
 
   <footer class="bd-footer">
   </footer>
diff --git "a/docs/\345\233\236\345\275\222/\345\210\206\344\275\215\346\225\260\345\233\236\345\275\222.html" "b/docs/\345\233\236\345\275\222/\345\210\206\344\275\215\346\225\260\345\233\236\345\275\222.html"
index ee3910d..a6ba83f 100644
--- "a/docs/\345\233\236\345\275\222/\345\210\206\344\275\215\346\225\260\345\233\236\345\275\222.html"
+++ "b/docs/\345\233\236\345\275\222/\345\210\206\344\275\215\346\225\260\345\233\236\345\275\222.html"
@@ -19,15 +19,15 @@
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-<link href="../../_static/styles/pydata-sphinx-theme.css?digest=5b4479735964841361fd" rel="stylesheet" />
+  <link href="../../_static/styles/theme.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+<link href="../../_static/styles/bootstrap.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+<link href="../../_static/styles/pydata-sphinx-theme.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
 
   
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-<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.1.2/webfonts/fa-regular-400.woff2" />
+  <link href="../../_static/vendor/fontawesome/6.5.1/css/all.min.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+  <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-solid-900.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-brands-400.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-regular-400.woff2" />
 
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" href="../../_static/styles/sphinx-book-theme.css?digest=14f4ca6b54d191a8c7657f6c759bf11a5fb86285" type="text/css" />
@@ -38,9 +38,9 @@
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-  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=5b4479735964841361fd" />
-<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=5b4479735964841361fd" />
-  <script src="../../_static/vendor/fontawesome/6.1.2/js/all.min.js?digest=5b4479735964841361fd"></script>
+  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=bd9e20870c6007c4c509" />
+<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=bd9e20870c6007c4c509" />
+  <script src="../../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=bd9e20870c6007c4c509"></script>
 
     <script data-url_root="../../" id="documentation_options" src="../../_static/documentation_options.js"></script>
     <script src="../../_static/jquery.js"></script>
@@ -78,7 +78,7 @@
 
   
   
-  <a class="skip-link" href="#main-content">Skip to main content</a>
+  <a id="pst-skip-link" class="skip-link" href="#main-content">Skip to main content</a>
   
   <div id="pst-scroll-pixel-helper"></div>
 
@@ -121,13 +121,21 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form></div>
   </div>
+
+  <header>
   
-    <nav class="bd-header navbar navbar-expand-lg bd-navbar">
-    </nav>
+    <div class="bd-header navbar navbar-expand-lg bd-navbar">
+    </div>
   
+  </header>
+
   <div class="bd-container">
     <div class="bd-container__inner bd-page-width">
       
+      
+      
+        
+      
       <div class="bd-sidebar-primary bd-sidebar">
         
 
@@ -189,6 +197,7 @@
 <ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E5%86%B3%E7%AD%96%E6%A0%91.html">决策树</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E9%9B%86%E6%88%90%E6%96%B9%E6%B3%95.html">集成学习</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E6%94%AF%E6%8C%81%E5%90%91%E9%87%8F%E6%9C%BA.html">支持向量机</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">降维</span></p>
 <ul class="nav bd-sidenav">
@@ -389,7 +398,7 @@ <h1>分位数回归</h1>
               
                 
 <div id="searchbox"></div>
-                <article class="bd-article" role="main">
+                <article class="bd-article">
                   
   <section class="tex2jax_ignore mathjax_ignore" id="id1">
 <h1>分位数回归<a class="headerlink" href="#id1" title="Permalink to this heading">#</a></h1>
@@ -554,6 +563,8 @@ <h1>分位数回归<a class="headerlink" href="#id1" title="Permalink to this he
             
             
               
+                <div class="bd-sidebar-secondary bd-toc"></div>
+              
             
           </div>
           <footer class="bd-footer-content">
@@ -597,8 +608,8 @@ <h1>分位数回归<a class="headerlink" href="#id1" title="Permalink to this he
   </div>
   
   <!-- Scripts loaded after <body> so the DOM is not blocked -->
-  <script src="../../_static/scripts/bootstrap.js?digest=5b4479735964841361fd"></script>
-<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=5b4479735964841361fd"></script>
+  <script src="../../_static/scripts/bootstrap.js?digest=bd9e20870c6007c4c509"></script>
+<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=bd9e20870c6007c4c509"></script>
 
   <footer class="bd-footer">
   </footer>
diff --git "a/docs/\345\233\236\345\275\222/\346\204\237\347\237\245\345\231\250.html" "b/docs/\345\233\236\345\275\222/\346\204\237\347\237\245\345\231\250.html"
index 4d177ab..de68235 100644
--- "a/docs/\345\233\236\345\275\222/\346\204\237\347\237\245\345\231\250.html"
+++ "b/docs/\345\233\236\345\275\222/\346\204\237\347\237\245\345\231\250.html"
@@ -19,15 +19,15 @@
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-<link href="../../_static/styles/pydata-sphinx-theme.css?digest=5b4479735964841361fd" rel="stylesheet" />
+  <link href="../../_static/styles/theme.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+<link href="../../_static/styles/bootstrap.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+<link href="../../_static/styles/pydata-sphinx-theme.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
 
   
-  <link href="../../_static/vendor/fontawesome/6.1.2/css/all.min.css?digest=5b4479735964841361fd" rel="stylesheet" />
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-<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.1.2/webfonts/fa-regular-400.woff2" />
+  <link href="../../_static/vendor/fontawesome/6.5.1/css/all.min.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+  <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-solid-900.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-brands-400.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-regular-400.woff2" />
 
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" href="../../_static/styles/sphinx-book-theme.css?digest=14f4ca6b54d191a8c7657f6c759bf11a5fb86285" type="text/css" />
@@ -38,9 +38,9 @@
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   <!-- Pre-loaded scripts that we'll load fully later -->
-  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=5b4479735964841361fd" />
-<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=5b4479735964841361fd" />
-  <script src="../../_static/vendor/fontawesome/6.1.2/js/all.min.js?digest=5b4479735964841361fd"></script>
+  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=bd9e20870c6007c4c509" />
+<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=bd9e20870c6007c4c509" />
+  <script src="../../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=bd9e20870c6007c4c509"></script>
 
     <script data-url_root="../../" id="documentation_options" src="../../_static/documentation_options.js"></script>
     <script src="../../_static/jquery.js"></script>
@@ -78,7 +78,7 @@
 
   
   
-  <a class="skip-link" href="#main-content">Skip to main content</a>
+  <a id="pst-skip-link" class="skip-link" href="#main-content">Skip to main content</a>
   
   <div id="pst-scroll-pixel-helper"></div>
 
@@ -121,13 +121,21 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form></div>
   </div>
+
+  <header>
   
-    <nav class="bd-header navbar navbar-expand-lg bd-navbar">
-    </nav>
+    <div class="bd-header navbar navbar-expand-lg bd-navbar">
+    </div>
   
+  </header>
+
   <div class="bd-container">
     <div class="bd-container__inner bd-page-width">
       
+      
+      
+        
+      
       <div class="bd-sidebar-primary bd-sidebar">
         
 
@@ -189,6 +197,7 @@
 <ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E5%86%B3%E7%AD%96%E6%A0%91.html">决策树</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E9%9B%86%E6%88%90%E6%96%B9%E6%B3%95.html">集成学习</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E6%94%AF%E6%8C%81%E5%90%91%E9%87%8F%E6%9C%BA.html">支持向量机</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">降维</span></p>
 <ul class="nav bd-sidenav">
@@ -389,7 +398,7 @@ <h1>感知器</h1>
               
                 
 <div id="searchbox"></div>
-                <article class="bd-article" role="main">
+                <article class="bd-article">
                   
   <section class="tex2jax_ignore mathjax_ignore" id="id1">
 <h1>感知器<a class="headerlink" href="#id1" title="Permalink to this heading">#</a></h1>
@@ -556,6 +565,8 @@ <h1>感知器<a class="headerlink" href="#id1" title="Permalink to this heading"
             
             
               
+                <div class="bd-sidebar-secondary bd-toc"></div>
+              
             
           </div>
           <footer class="bd-footer-content">
@@ -599,8 +610,8 @@ <h1>感知器<a class="headerlink" href="#id1" title="Permalink to this heading"
   </div>
   
   <!-- Scripts loaded after <body> so the DOM is not blocked -->
-  <script src="../../_static/scripts/bootstrap.js?digest=5b4479735964841361fd"></script>
-<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=5b4479735964841361fd"></script>
+  <script src="../../_static/scripts/bootstrap.js?digest=bd9e20870c6007c4c509"></script>
+<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=bd9e20870c6007c4c509"></script>
 
   <footer class="bd-footer">
   </footer>
diff --git "a/docs/\345\233\236\345\275\222/\346\234\200\345\260\217\344\272\214\344\271\230\346\263\225.html" "b/docs/\345\233\236\345\275\222/\346\234\200\345\260\217\344\272\214\344\271\230\346\263\225.html"
index 66fcb43..bfd6c9d 100644
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+++ "b/docs/\345\233\236\345\275\222/\346\234\200\345\260\217\344\272\214\344\271\230\346\263\225.html"
@@ -19,15 +19,15 @@
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-<link href="../../_static/styles/pydata-sphinx-theme.css?digest=5b4479735964841361fd" rel="stylesheet" />
+  <link href="../../_static/styles/theme.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+<link href="../../_static/styles/bootstrap.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+<link href="../../_static/styles/pydata-sphinx-theme.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
 
   
-  <link href="../../_static/vendor/fontawesome/6.1.2/css/all.min.css?digest=5b4479735964841361fd" rel="stylesheet" />
-  <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.1.2/webfonts/fa-solid-900.woff2" />
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-<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.1.2/webfonts/fa-regular-400.woff2" />
+  <link href="../../_static/vendor/fontawesome/6.5.1/css/all.min.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+  <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-solid-900.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-brands-400.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-regular-400.woff2" />
 
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-  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=5b4479735964841361fd" />
-<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=5b4479735964841361fd" />
-  <script src="../../_static/vendor/fontawesome/6.1.2/js/all.min.js?digest=5b4479735964841361fd"></script>
+  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=bd9e20870c6007c4c509" />
+<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=bd9e20870c6007c4c509" />
+  <script src="../../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=bd9e20870c6007c4c509"></script>
 
     <script data-url_root="../../" id="documentation_options" src="../../_static/documentation_options.js"></script>
     <script src="../../_static/jquery.js"></script>
@@ -78,7 +78,7 @@
 
   
   
-  <a class="skip-link" href="#main-content">Skip to main content</a>
+  <a id="pst-skip-link" class="skip-link" href="#main-content">Skip to main content</a>
   
   <div id="pst-scroll-pixel-helper"></div>
 
@@ -121,13 +121,21 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form></div>
   </div>
+
+  <header>
   
-    <nav class="bd-header navbar navbar-expand-lg bd-navbar">
-    </nav>
+    <div class="bd-header navbar navbar-expand-lg bd-navbar">
+    </div>
   
+  </header>
+
   <div class="bd-container">
     <div class="bd-container__inner bd-page-width">
       
+      
+      
+        
+      
       <div class="bd-sidebar-primary bd-sidebar">
         
 
@@ -189,6 +197,7 @@
 <ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E5%86%B3%E7%AD%96%E6%A0%91.html">决策树</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E9%9B%86%E6%88%90%E6%96%B9%E6%B3%95.html">集成学习</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E6%94%AF%E6%8C%81%E5%90%91%E9%87%8F%E6%9C%BA.html">支持向量机</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">降维</span></p>
 <ul class="nav bd-sidenav">
@@ -408,7 +417,7 @@ <h2> Contents </h2>
               
                 
 <div id="searchbox"></div>
-                <article class="bd-article" role="main">
+                <article class="bd-article">
                   
   <section class="tex2jax_ignore mathjax_ignore" id="id1">
 <h1>最小二乘法<a class="headerlink" href="#id1" title="Permalink to this heading">#</a></h1>
@@ -761,6 +770,7 @@ <h2>参考文献<a class="headerlink" href="#id8" title="Permalink to this headi
               
                 <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
 
+
   <div class="sidebar-secondary-item">
   <div class="page-toc tocsection onthispage">
     <i class="fa-solid fa-list"></i> Contents
@@ -825,8 +835,8 @@ <h2>参考文献<a class="headerlink" href="#id8" title="Permalink to this headi
   </div>
   
   <!-- Scripts loaded after <body> so the DOM is not blocked -->
-  <script src="../../_static/scripts/bootstrap.js?digest=5b4479735964841361fd"></script>
-<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=5b4479735964841361fd"></script>
+  <script src="../../_static/scripts/bootstrap.js?digest=bd9e20870c6007c4c509"></script>
+<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=bd9e20870c6007c4c509"></script>
 
   <footer class="bd-footer">
   </footer>
diff --git "a/docs/\345\233\236\345\275\222/\346\255\243\345\210\231\345\214\226\347\272\277\346\200\247\345\233\236\345\275\222.html" "b/docs/\345\233\236\345\275\222/\346\255\243\345\210\231\345\214\226\347\272\277\346\200\247\345\233\236\345\275\222.html"
index 4279879..b9a86d0 100644
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+++ "b/docs/\345\233\236\345\275\222/\346\255\243\345\210\231\345\214\226\347\272\277\346\200\247\345\233\236\345\275\222.html"
@@ -19,15 +19,15 @@
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-<link href="../../_static/styles/pydata-sphinx-theme.css?digest=5b4479735964841361fd" rel="stylesheet" />
+  <link href="../../_static/styles/theme.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+<link href="../../_static/styles/bootstrap.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+<link href="../../_static/styles/pydata-sphinx-theme.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
 
   
-  <link href="../../_static/vendor/fontawesome/6.1.2/css/all.min.css?digest=5b4479735964841361fd" rel="stylesheet" />
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-<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.1.2/webfonts/fa-regular-400.woff2" />
+  <link href="../../_static/vendor/fontawesome/6.5.1/css/all.min.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+  <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-solid-900.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-brands-400.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-regular-400.woff2" />
 
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" href="../../_static/styles/sphinx-book-theme.css?digest=14f4ca6b54d191a8c7657f6c759bf11a5fb86285" type="text/css" />
@@ -38,9 +38,9 @@
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-  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=5b4479735964841361fd" />
-<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=5b4479735964841361fd" />
-  <script src="../../_static/vendor/fontawesome/6.1.2/js/all.min.js?digest=5b4479735964841361fd"></script>
+  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=bd9e20870c6007c4c509" />
+<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=bd9e20870c6007c4c509" />
+  <script src="../../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=bd9e20870c6007c4c509"></script>
 
     <script data-url_root="../../" id="documentation_options" src="../../_static/documentation_options.js"></script>
     <script src="../../_static/jquery.js"></script>
@@ -78,7 +78,7 @@
 
   
   
-  <a class="skip-link" href="#main-content">Skip to main content</a>
+  <a id="pst-skip-link" class="skip-link" href="#main-content">Skip to main content</a>
   
   <div id="pst-scroll-pixel-helper"></div>
 
@@ -121,13 +121,21 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form></div>
   </div>
+
+  <header>
   
-    <nav class="bd-header navbar navbar-expand-lg bd-navbar">
-    </nav>
+    <div class="bd-header navbar navbar-expand-lg bd-navbar">
+    </div>
   
+  </header>
+
   <div class="bd-container">
     <div class="bd-container__inner bd-page-width">
       
+      
+      
+        
+      
       <div class="bd-sidebar-primary bd-sidebar">
         
 
@@ -189,6 +197,7 @@
 <ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E5%86%B3%E7%AD%96%E6%A0%91.html">决策树</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E9%9B%86%E6%88%90%E6%96%B9%E6%B3%95.html">集成学习</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E6%94%AF%E6%8C%81%E5%90%91%E9%87%8F%E6%9C%BA.html">支持向量机</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">降维</span></p>
 <ul class="nav bd-sidenav">
@@ -412,7 +421,7 @@ <h2> Contents </h2>
               
                 
 <div id="searchbox"></div>
-                <article class="bd-article" role="main">
+                <article class="bd-article">
                   
   <section class="tex2jax_ignore mathjax_ignore" id="id1">
 <h1>正则化线性回归<a class="headerlink" href="#id1" title="Permalink to this heading">#</a></h1>
@@ -821,6 +830,7 @@ <h3>多任务弹性网络<a class="headerlink" href="#id8" title="Permalink to t
               
                 <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
 
+
   <div class="sidebar-secondary-item">
   <div class="page-toc tocsection onthispage">
     <i class="fa-solid fa-list"></i> Contents
@@ -889,8 +899,8 @@ <h3>多任务弹性网络<a class="headerlink" href="#id8" title="Permalink to t
   </div>
   
   <!-- Scripts loaded after <body> so the DOM is not blocked -->
-  <script src="../../_static/scripts/bootstrap.js?digest=5b4479735964841361fd"></script>
-<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=5b4479735964841361fd"></script>
+  <script src="../../_static/scripts/bootstrap.js?digest=bd9e20870c6007c4c509"></script>
+<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=bd9e20870c6007c4c509"></script>
 
   <footer class="bd-footer">
   </footer>
diff --git "a/docs/\345\233\236\345\275\222/\347\250\263\345\201\245\345\233\236\345\275\222.html" "b/docs/\345\233\236\345\275\222/\347\250\263\345\201\245\345\233\236\345\275\222.html"
index 3841dee..47ad789 100644
--- "a/docs/\345\233\236\345\275\222/\347\250\263\345\201\245\345\233\236\345\275\222.html"
+++ "b/docs/\345\233\236\345\275\222/\347\250\263\345\201\245\345\233\236\345\275\222.html"
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-<link href="../../_static/styles/pydata-sphinx-theme.css?digest=5b4479735964841361fd" rel="stylesheet" />
+  <link href="../../_static/styles/theme.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+<link href="../../_static/styles/bootstrap.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+<link href="../../_static/styles/pydata-sphinx-theme.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
 
   
-  <link href="../../_static/vendor/fontawesome/6.1.2/css/all.min.css?digest=5b4479735964841361fd" rel="stylesheet" />
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-<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.1.2/webfonts/fa-regular-400.woff2" />
+  <link href="../../_static/vendor/fontawesome/6.5.1/css/all.min.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+  <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-solid-900.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-brands-400.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-regular-400.woff2" />
 
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" href="../../_static/styles/sphinx-book-theme.css?digest=14f4ca6b54d191a8c7657f6c759bf11a5fb86285" type="text/css" />
@@ -38,9 +38,9 @@
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-  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=5b4479735964841361fd" />
-<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=5b4479735964841361fd" />
-  <script src="../../_static/vendor/fontawesome/6.1.2/js/all.min.js?digest=5b4479735964841361fd"></script>
+  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=bd9e20870c6007c4c509" />
+<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=bd9e20870c6007c4c509" />
+  <script src="../../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=bd9e20870c6007c4c509"></script>
 
     <script data-url_root="../../" id="documentation_options" src="../../_static/documentation_options.js"></script>
     <script src="../../_static/jquery.js"></script>
@@ -78,7 +78,7 @@
 
   
   
-  <a class="skip-link" href="#main-content">Skip to main content</a>
+  <a id="pst-skip-link" class="skip-link" href="#main-content">Skip to main content</a>
   
   <div id="pst-scroll-pixel-helper"></div>
 
@@ -121,13 +121,21 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form></div>
   </div>
+
+  <header>
   
-    <nav class="bd-header navbar navbar-expand-lg bd-navbar">
-    </nav>
+    <div class="bd-header navbar navbar-expand-lg bd-navbar">
+    </div>
   
+  </header>
+
   <div class="bd-container">
     <div class="bd-container__inner bd-page-width">
       
+      
+      
+        
+      
       <div class="bd-sidebar-primary bd-sidebar">
         
 
@@ -189,6 +197,7 @@
 <ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E5%86%B3%E7%AD%96%E6%A0%91.html">决策树</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E9%9B%86%E6%88%90%E6%96%B9%E6%B3%95.html">集成学习</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E6%94%AF%E6%8C%81%E5%90%91%E9%87%8F%E6%9C%BA.html">支持向量机</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">降维</span></p>
 <ul class="nav bd-sidenav">
@@ -403,7 +412,7 @@ <h2> Contents </h2>
               
                 
 <div id="searchbox"></div>
-                <article class="bd-article" role="main">
+                <article class="bd-article">
                   
   <section class="tex2jax_ignore mathjax_ignore" id="id1">
 <h1>稳健回归<a class="headerlink" href="#id1" title="Permalink to this heading">#</a></h1>
@@ -604,7 +613,7 @@ <h2>Theil-Sen<a class="headerlink" href="#theil-sen" title="Permalink to this he
 </div>
 </div>
 <div class="cell_output docutils container">
-<img alt="../../_images/1b033fed753f4edaf10ea9cb6b0224e6c06c5081b0f5a9113ca5d7960038bb60.png" src="../../_images/1b033fed753f4edaf10ea9cb6b0224e6c06c5081b0f5a9113ca5d7960038bb60.png" />
+<img alt="../../_images/8c2e9bad1af1865fe77f557114f9bbc9e755562feb350ffb46c7ade57aa90c69.png" src="../../_images/8c2e9bad1af1865fe77f557114f9bbc9e755562feb350ffb46c7ade57aa90c69.png" />
 <img alt="../../_images/85744ceca7203143ec6cbb3041b636650691c91aacda636156cf7f46f29dc195.png" src="../../_images/85744ceca7203143ec6cbb3041b636650691c91aacda636156cf7f46f29dc195.png" />
 </div>
 </div>
@@ -753,6 +762,7 @@ <h2>参考：<a class="headerlink" href="#id3" title="Permalink to this heading"
               
                 <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
 
+
   <div class="sidebar-secondary-item">
   <div class="page-toc tocsection onthispage">
     <i class="fa-solid fa-list"></i> Contents
@@ -812,8 +822,8 @@ <h2>参考：<a class="headerlink" href="#id3" title="Permalink to this heading"
   </div>
   
   <!-- Scripts loaded after <body> so the DOM is not blocked -->
-  <script src="../../_static/scripts/bootstrap.js?digest=5b4479735964841361fd"></script>
-<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=5b4479735964841361fd"></script>
+  <script src="../../_static/scripts/bootstrap.js?digest=bd9e20870c6007c4c509"></script>
+<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=bd9e20870c6007c4c509"></script>
 
   <footer class="bd-footer">
   </footer>
diff --git "a/docs/\345\233\236\345\275\222/\347\272\277\346\200\247\345\233\236\345\275\222.html" "b/docs/\345\233\236\345\275\222/\347\272\277\346\200\247\345\233\236\345\275\222.html"
index ceaea35..765dc8d 100644
--- "a/docs/\345\233\236\345\275\222/\347\272\277\346\200\247\345\233\236\345\275\222.html"
+++ "b/docs/\345\233\236\345\275\222/\347\272\277\346\200\247\345\233\236\345\275\222.html"
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-<link href="../../_static/styles/pydata-sphinx-theme.css?digest=5b4479735964841361fd" rel="stylesheet" />
+  <link href="../../_static/styles/theme.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+<link href="../../_static/styles/bootstrap.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+<link href="../../_static/styles/pydata-sphinx-theme.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
 
   
-  <link href="../../_static/vendor/fontawesome/6.1.2/css/all.min.css?digest=5b4479735964841361fd" rel="stylesheet" />
-  <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.1.2/webfonts/fa-solid-900.woff2" />
-<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.1.2/webfonts/fa-brands-400.woff2" />
-<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.1.2/webfonts/fa-regular-400.woff2" />
+  <link href="../../_static/vendor/fontawesome/6.5.1/css/all.min.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+  <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-solid-900.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-brands-400.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-regular-400.woff2" />
 
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" href="../../_static/styles/sphinx-book-theme.css?digest=14f4ca6b54d191a8c7657f6c759bf11a5fb86285" type="text/css" />
@@ -38,9 +38,9 @@
     <link rel="stylesheet" type="text/css" href="../../_static/design-style.4045f2051d55cab465a707391d5b2007.min.css" />
   
   <!-- Pre-loaded scripts that we'll load fully later -->
-  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=5b4479735964841361fd" />
-<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=5b4479735964841361fd" />
-  <script src="../../_static/vendor/fontawesome/6.1.2/js/all.min.js?digest=5b4479735964841361fd"></script>
+  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=bd9e20870c6007c4c509" />
+<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=bd9e20870c6007c4c509" />
+  <script src="../../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=bd9e20870c6007c4c509"></script>
 
     <script data-url_root="../../" id="documentation_options" src="../../_static/documentation_options.js"></script>
     <script src="../../_static/jquery.js"></script>
@@ -78,7 +78,7 @@
 
   
   
-  <a class="skip-link" href="#main-content">Skip to main content</a>
+  <a id="pst-skip-link" class="skip-link" href="#main-content">Skip to main content</a>
   
   <div id="pst-scroll-pixel-helper"></div>
 
@@ -121,13 +121,21 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form></div>
   </div>
+
+  <header>
   
-    <nav class="bd-header navbar navbar-expand-lg bd-navbar">
-    </nav>
+    <div class="bd-header navbar navbar-expand-lg bd-navbar">
+    </div>
   
+  </header>
+
   <div class="bd-container">
     <div class="bd-container__inner bd-page-width">
       
+      
+      
+        
+      
       <div class="bd-sidebar-primary bd-sidebar">
         
 
@@ -189,6 +197,7 @@
 <ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E5%86%B3%E7%AD%96%E6%A0%91.html">决策树</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E9%9B%86%E6%88%90%E6%96%B9%E6%B3%95.html">集成学习</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E6%94%AF%E6%8C%81%E5%90%91%E9%87%8F%E6%9C%BA.html">支持向量机</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">降维</span></p>
 <ul class="nav bd-sidenav">
@@ -402,7 +411,7 @@ <h2> Contents </h2>
               
                 
 <div id="searchbox"></div>
-                <article class="bd-article" role="main">
+                <article class="bd-article">
                   
   <section class="tex2jax_ignore mathjax_ignore" id="id1">
 <h1>线性回归<a class="headerlink" href="#id1" title="Permalink to this heading">#</a></h1>
@@ -686,6 +695,7 @@ <h2>经典线性回归模型<a class="headerlink" href="#id5" title="Permalink t
               
                 <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
 
+
   <div class="sidebar-secondary-item">
   <div class="page-toc tocsection onthispage">
     <i class="fa-solid fa-list"></i> Contents
@@ -744,8 +754,8 @@ <h2>经典线性回归模型<a class="headerlink" href="#id5" title="Permalink t
   </div>
   
   <!-- Scripts loaded after <body> so the DOM is not blocked -->
-  <script src="../../_static/scripts/bootstrap.js?digest=5b4479735964841361fd"></script>
-<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=5b4479735964841361fd"></script>
+  <script src="../../_static/scripts/bootstrap.js?digest=bd9e20870c6007c4c509"></script>
+<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=bd9e20870c6007c4c509"></script>
 
   <footer class="bd-footer">
   </footer>
diff --git "a/docs/\345\233\236\345\275\222/\350\242\253\345\212\250\346\224\273\345\207\273\347\256\227\346\263\225.html" "b/docs/\345\233\236\345\275\222/\350\242\253\345\212\250\346\224\273\345\207\273\347\256\227\346\263\225.html"
index d69f12f..d00ff65 100644
--- "a/docs/\345\233\236\345\275\222/\350\242\253\345\212\250\346\224\273\345\207\273\347\256\227\346\263\225.html"
+++ "b/docs/\345\233\236\345\275\222/\350\242\253\345\212\250\346\224\273\345\207\273\347\256\227\346\263\225.html"
@@ -19,15 +19,15 @@
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-  <link href="../../_static/styles/theme.css?digest=5b4479735964841361fd" rel="stylesheet" />
-<link href="../../_static/styles/bootstrap.css?digest=5b4479735964841361fd" rel="stylesheet" />
-<link href="../../_static/styles/pydata-sphinx-theme.css?digest=5b4479735964841361fd" rel="stylesheet" />
+  <link href="../../_static/styles/theme.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+<link href="../../_static/styles/bootstrap.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+<link href="../../_static/styles/pydata-sphinx-theme.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
 
   
-  <link href="../../_static/vendor/fontawesome/6.1.2/css/all.min.css?digest=5b4479735964841361fd" rel="stylesheet" />
-  <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.1.2/webfonts/fa-solid-900.woff2" />
-<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.1.2/webfonts/fa-brands-400.woff2" />
-<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.1.2/webfonts/fa-regular-400.woff2" />
+  <link href="../../_static/vendor/fontawesome/6.5.1/css/all.min.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+  <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-solid-900.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-brands-400.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-regular-400.woff2" />
 
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" href="../../_static/styles/sphinx-book-theme.css?digest=14f4ca6b54d191a8c7657f6c759bf11a5fb86285" type="text/css" />
@@ -38,9 +38,9 @@
     <link rel="stylesheet" type="text/css" href="../../_static/design-style.4045f2051d55cab465a707391d5b2007.min.css" />
   
   <!-- Pre-loaded scripts that we'll load fully later -->
-  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=5b4479735964841361fd" />
-<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=5b4479735964841361fd" />
-  <script src="../../_static/vendor/fontawesome/6.1.2/js/all.min.js?digest=5b4479735964841361fd"></script>
+  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=bd9e20870c6007c4c509" />
+<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=bd9e20870c6007c4c509" />
+  <script src="../../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=bd9e20870c6007c4c509"></script>
 
     <script data-url_root="../../" id="documentation_options" src="../../_static/documentation_options.js"></script>
     <script src="../../_static/jquery.js"></script>
@@ -78,7 +78,7 @@
 
   
   
-  <a class="skip-link" href="#main-content">Skip to main content</a>
+  <a id="pst-skip-link" class="skip-link" href="#main-content">Skip to main content</a>
   
   <div id="pst-scroll-pixel-helper"></div>
 
@@ -121,13 +121,21 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form></div>
   </div>
+
+  <header>
   
-    <nav class="bd-header navbar navbar-expand-lg bd-navbar">
-    </nav>
+    <div class="bd-header navbar navbar-expand-lg bd-navbar">
+    </div>
   
+  </header>
+
   <div class="bd-container">
     <div class="bd-container__inner bd-page-width">
       
+      
+      
+        
+      
       <div class="bd-sidebar-primary bd-sidebar">
         
 
@@ -189,6 +197,7 @@
 <ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E5%86%B3%E7%AD%96%E6%A0%91.html">决策树</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E9%9B%86%E6%88%90%E6%96%B9%E6%B3%95.html">集成学习</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E6%94%AF%E6%8C%81%E5%90%91%E9%87%8F%E6%9C%BA.html">支持向量机</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">降维</span></p>
 <ul class="nav bd-sidenav">
@@ -389,7 +398,7 @@ <h1>被动攻击算法</h1>
               
                 
 <div id="searchbox"></div>
-                <article class="bd-article" role="main">
+                <article class="bd-article">
                   
   <section class="tex2jax_ignore mathjax_ignore" id="id1">
 <h1>被动攻击算法<a class="headerlink" href="#id1" title="Permalink to this heading">#</a></h1>
@@ -470,7 +479,7 @@ <h1>被动攻击算法<a class="headerlink" href="#id1" title="Permalink to this
 </div>
 </div>
 <div class="cell_output docutils container">
-<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>预测结果： [11.8497522  13.79971064]
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>预测结果： [11.85000005 13.80000005]
 </pre></div>
 </div>
 </div>
@@ -567,6 +576,8 @@ <h1>被动攻击算法<a class="headerlink" href="#id1" title="Permalink to this
             
             
               
+                <div class="bd-sidebar-secondary bd-toc"></div>
+              
             
           </div>
           <footer class="bd-footer-content">
@@ -610,8 +621,8 @@ <h1>被动攻击算法<a class="headerlink" href="#id1" title="Permalink to this
   </div>
   
   <!-- Scripts loaded after <body> so the DOM is not blocked -->
-  <script src="../../_static/scripts/bootstrap.js?digest=5b4479735964841361fd"></script>
-<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=5b4479735964841361fd"></script>
+  <script src="../../_static/scripts/bootstrap.js?digest=bd9e20870c6007c4c509"></script>
+<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=bd9e20870c6007c4c509"></script>
 
   <footer class="bd-footer">
   </footer>
diff --git "a/docs/\345\233\236\345\275\222/\350\264\235\345\217\266\346\226\257\345\233\236\345\275\222.html" "b/docs/\345\233\236\345\275\222/\350\264\235\345\217\266\346\226\257\345\233\236\345\275\222.html"
index 79910ca..d97e712 100644
--- "a/docs/\345\233\236\345\275\222/\350\264\235\345\217\266\346\226\257\345\233\236\345\275\222.html"
+++ "b/docs/\345\233\236\345\275\222/\350\264\235\345\217\266\346\226\257\345\233\236\345\275\222.html"
@@ -19,15 +19,15 @@
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-<link href="../../_static/styles/pydata-sphinx-theme.css?digest=5b4479735964841361fd" rel="stylesheet" />
+  <link href="../../_static/styles/theme.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+<link href="../../_static/styles/bootstrap.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+<link href="../../_static/styles/pydata-sphinx-theme.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
 
   
-  <link href="../../_static/vendor/fontawesome/6.1.2/css/all.min.css?digest=5b4479735964841361fd" rel="stylesheet" />
-  <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.1.2/webfonts/fa-solid-900.woff2" />
-<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.1.2/webfonts/fa-brands-400.woff2" />
-<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.1.2/webfonts/fa-regular-400.woff2" />
+  <link href="../../_static/vendor/fontawesome/6.5.1/css/all.min.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+  <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-solid-900.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-brands-400.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-regular-400.woff2" />
 
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" href="../../_static/styles/sphinx-book-theme.css?digest=14f4ca6b54d191a8c7657f6c759bf11a5fb86285" type="text/css" />
@@ -38,9 +38,9 @@
     <link rel="stylesheet" type="text/css" href="../../_static/design-style.4045f2051d55cab465a707391d5b2007.min.css" />
   
   <!-- Pre-loaded scripts that we'll load fully later -->
-  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=5b4479735964841361fd" />
-<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=5b4479735964841361fd" />
-  <script src="../../_static/vendor/fontawesome/6.1.2/js/all.min.js?digest=5b4479735964841361fd"></script>
+  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=bd9e20870c6007c4c509" />
+<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=bd9e20870c6007c4c509" />
+  <script src="../../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=bd9e20870c6007c4c509"></script>
 
     <script data-url_root="../../" id="documentation_options" src="../../_static/documentation_options.js"></script>
     <script src="../../_static/jquery.js"></script>
@@ -78,7 +78,7 @@
 
   
   
-  <a class="skip-link" href="#main-content">Skip to main content</a>
+  <a id="pst-skip-link" class="skip-link" href="#main-content">Skip to main content</a>
   
   <div id="pst-scroll-pixel-helper"></div>
 
@@ -121,13 +121,21 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form></div>
   </div>
+
+  <header>
   
-    <nav class="bd-header navbar navbar-expand-lg bd-navbar">
-    </nav>
+    <div class="bd-header navbar navbar-expand-lg bd-navbar">
+    </div>
   
+  </header>
+
   <div class="bd-container">
     <div class="bd-container__inner bd-page-width">
       
+      
+      
+        
+      
       <div class="bd-sidebar-primary bd-sidebar">
         
 
@@ -189,6 +197,7 @@
 <ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E5%86%B3%E7%AD%96%E6%A0%91.html">决策树</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E9%9B%86%E6%88%90%E6%96%B9%E6%B3%95.html">集成学习</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E6%94%AF%E6%8C%81%E5%90%91%E9%87%8F%E6%9C%BA.html">支持向量机</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">降维</span></p>
 <ul class="nav bd-sidenav">
@@ -401,7 +410,7 @@ <h2> Contents </h2>
               
                 
 <div id="searchbox"></div>
-                <article class="bd-article" role="main">
+                <article class="bd-article">
                   
   <section class="tex2jax_ignore mathjax_ignore" id="id1">
 <h1>贝叶斯回归<a class="headerlink" href="#id1" title="Permalink to this heading">#</a></h1>
@@ -683,6 +692,7 @@ <h2>参考<a class="headerlink" href="#id3" title="Permalink to this heading">#<
               
                 <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
 
+
   <div class="sidebar-secondary-item">
   <div class="page-toc tocsection onthispage">
     <i class="fa-solid fa-list"></i> Contents
@@ -740,8 +750,8 @@ <h2>参考<a class="headerlink" href="#id3" title="Permalink to this heading">#<
   </div>
   
   <!-- Scripts loaded after <body> so the DOM is not blocked -->
-  <script src="../../_static/scripts/bootstrap.js?digest=5b4479735964841361fd"></script>
-<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=5b4479735964841361fd"></script>
+  <script src="../../_static/scripts/bootstrap.js?digest=bd9e20870c6007c4c509"></script>
+<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=bd9e20870c6007c4c509"></script>
 
   <footer class="bd-footer">
   </footer>
diff --git "a/docs/\345\233\236\345\275\222/\350\267\235\347\246\273\345\222\214\350\214\203\346\225\260.html" "b/docs/\345\233\236\345\275\222/\350\267\235\347\246\273\345\222\214\350\214\203\346\225\260.html"
index fb88b18..22c1d56 100644
--- "a/docs/\345\233\236\345\275\222/\350\267\235\347\246\273\345\222\214\350\214\203\346\225\260.html"
+++ "b/docs/\345\233\236\345\275\222/\350\267\235\347\246\273\345\222\214\350\214\203\346\225\260.html"
@@ -19,15 +19,15 @@
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-<link href="../../_static/styles/pydata-sphinx-theme.css?digest=5b4479735964841361fd" rel="stylesheet" />
+  <link href="../../_static/styles/theme.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+<link href="../../_static/styles/bootstrap.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+<link href="../../_static/styles/pydata-sphinx-theme.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
 
   
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-<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.1.2/webfonts/fa-regular-400.woff2" />
+  <link href="../../_static/vendor/fontawesome/6.5.1/css/all.min.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+  <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-solid-900.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-brands-400.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-regular-400.woff2" />
 
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" href="../../_static/styles/sphinx-book-theme.css?digest=14f4ca6b54d191a8c7657f6c759bf11a5fb86285" type="text/css" />
@@ -38,9 +38,9 @@
     <link rel="stylesheet" type="text/css" href="../../_static/design-style.4045f2051d55cab465a707391d5b2007.min.css" />
   
   <!-- Pre-loaded scripts that we'll load fully later -->
-  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=5b4479735964841361fd" />
-<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=5b4479735964841361fd" />
-  <script src="../../_static/vendor/fontawesome/6.1.2/js/all.min.js?digest=5b4479735964841361fd"></script>
+  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=bd9e20870c6007c4c509" />
+<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=bd9e20870c6007c4c509" />
+  <script src="../../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=bd9e20870c6007c4c509"></script>
 
     <script data-url_root="../../" id="documentation_options" src="../../_static/documentation_options.js"></script>
     <script src="../../_static/jquery.js"></script>
@@ -78,7 +78,7 @@
 
   
   
-  <a class="skip-link" href="#main-content">Skip to main content</a>
+  <a id="pst-skip-link" class="skip-link" href="#main-content">Skip to main content</a>
   
   <div id="pst-scroll-pixel-helper"></div>
 
@@ -121,13 +121,21 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form></div>
   </div>
+
+  <header>
   
-    <nav class="bd-header navbar navbar-expand-lg bd-navbar">
-    </nav>
+    <div class="bd-header navbar navbar-expand-lg bd-navbar">
+    </div>
   
+  </header>
+
   <div class="bd-container">
     <div class="bd-container__inner bd-page-width">
       
+      
+      
+        
+      
       <div class="bd-sidebar-primary bd-sidebar">
         
 
@@ -189,6 +197,7 @@
 <ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E5%86%B3%E7%AD%96%E6%A0%91.html">决策树</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E9%9B%86%E6%88%90%E6%96%B9%E6%B3%95.html">集成学习</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E6%94%AF%E6%8C%81%E5%90%91%E9%87%8F%E6%9C%BA.html">支持向量机</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">降维</span></p>
 <ul class="nav bd-sidenav">
@@ -408,7 +417,7 @@ <h2> Contents </h2>
               
                 
 <div id="searchbox"></div>
-                <article class="bd-article" role="main">
+                <article class="bd-article">
                   
   <div class="cell docutils container">
 <div class="cell_input docutils container">
@@ -686,6 +695,7 @@ <h1>参考<a class="headerlink" href="#id4" title="Permalink to this heading">#<
               
                 <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
 
+
   <div class="sidebar-secondary-item">
   <div class="page-toc tocsection onthispage">
     <i class="fa-solid fa-list"></i> Contents
@@ -750,8 +760,8 @@ <h1>参考<a class="headerlink" href="#id4" title="Permalink to this heading">#<
   </div>
   
   <!-- Scripts loaded after <body> so the DOM is not blocked -->
-  <script src="../../_static/scripts/bootstrap.js?digest=5b4479735964841361fd"></script>
-<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=5b4479735964841361fd"></script>
+  <script src="../../_static/scripts/bootstrap.js?digest=bd9e20870c6007c4c509"></script>
+<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=bd9e20870c6007c4c509"></script>
 
   <footer class="bd-footer">
   </footer>
diff --git "a/docs/\345\233\236\345\275\222/\350\277\255\344\273\243\346\261\202\350\247\243\346\226\271\346\263\225.html" "b/docs/\345\233\236\345\275\222/\350\277\255\344\273\243\346\261\202\350\247\243\346\226\271\346\263\225.html"
index 837115a..e19725e 100644
--- "a/docs/\345\233\236\345\275\222/\350\277\255\344\273\243\346\261\202\350\247\243\346\226\271\346\263\225.html"
+++ "b/docs/\345\233\236\345\275\222/\350\277\255\344\273\243\346\261\202\350\247\243\346\226\271\346\263\225.html"
@@ -19,15 +19,15 @@
   </script>
   
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-  <link href="../../_static/styles/theme.css?digest=5b4479735964841361fd" rel="stylesheet" />
-<link href="../../_static/styles/bootstrap.css?digest=5b4479735964841361fd" rel="stylesheet" />
-<link href="../../_static/styles/pydata-sphinx-theme.css?digest=5b4479735964841361fd" rel="stylesheet" />
+  <link href="../../_static/styles/theme.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+<link href="../../_static/styles/bootstrap.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+<link href="../../_static/styles/pydata-sphinx-theme.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
 
   
-  <link href="../../_static/vendor/fontawesome/6.1.2/css/all.min.css?digest=5b4479735964841361fd" rel="stylesheet" />
-  <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.1.2/webfonts/fa-solid-900.woff2" />
-<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.1.2/webfonts/fa-brands-400.woff2" />
-<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.1.2/webfonts/fa-regular-400.woff2" />
+  <link href="../../_static/vendor/fontawesome/6.5.1/css/all.min.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+  <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-solid-900.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-brands-400.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-regular-400.woff2" />
 
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" href="../../_static/styles/sphinx-book-theme.css?digest=14f4ca6b54d191a8c7657f6c759bf11a5fb86285" type="text/css" />
@@ -38,9 +38,9 @@
     <link rel="stylesheet" type="text/css" href="../../_static/design-style.4045f2051d55cab465a707391d5b2007.min.css" />
   
   <!-- Pre-loaded scripts that we'll load fully later -->
-  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=5b4479735964841361fd" />
-<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=5b4479735964841361fd" />
-  <script src="../../_static/vendor/fontawesome/6.1.2/js/all.min.js?digest=5b4479735964841361fd"></script>
+  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=bd9e20870c6007c4c509" />
+<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=bd9e20870c6007c4c509" />
+  <script src="../../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=bd9e20870c6007c4c509"></script>
 
     <script data-url_root="../../" id="documentation_options" src="../../_static/documentation_options.js"></script>
     <script src="../../_static/jquery.js"></script>
@@ -76,7 +76,7 @@
 
   
   
-  <a class="skip-link" href="#main-content">Skip to main content</a>
+  <a id="pst-skip-link" class="skip-link" href="#main-content">Skip to main content</a>
   
   <div id="pst-scroll-pixel-helper"></div>
 
@@ -119,13 +119,21 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form></div>
   </div>
+
+  <header>
   
-    <nav class="bd-header navbar navbar-expand-lg bd-navbar">
-    </nav>
+    <div class="bd-header navbar navbar-expand-lg bd-navbar">
+    </div>
   
+  </header>
+
   <div class="bd-container">
     <div class="bd-container__inner bd-page-width">
       
+      
+      
+        
+      
       <div class="bd-sidebar-primary bd-sidebar">
         
 
@@ -187,6 +195,7 @@
 <ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E5%86%B3%E7%AD%96%E6%A0%91.html">决策树</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E9%9B%86%E6%88%90%E6%96%B9%E6%B3%95.html">集成学习</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E6%94%AF%E6%8C%81%E5%90%91%E9%87%8F%E6%9C%BA.html">支持向量机</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">降维</span></p>
 <ul class="nav bd-sidenav">
@@ -402,7 +411,7 @@ <h2> Contents </h2>
               
                 
 <div id="searchbox"></div>
-                <article class="bd-article" role="main">
+                <article class="bd-article">
                   
   <section class="tex2jax_ignore mathjax_ignore" id="id1">
 <h1>迭代求解方法<a class="headerlink" href="#id1" title="Permalink to this heading">#</a></h1>
@@ -611,6 +620,7 @@ <h2>以下是OMP算法的基本步骤：<a class="headerlink" href="#omp" title=
               
                 <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
 
+
   <div class="sidebar-secondary-item">
   <div class="page-toc tocsection onthispage">
     <i class="fa-solid fa-list"></i> Contents
@@ -671,8 +681,8 @@ <h2>以下是OMP算法的基本步骤：<a class="headerlink" href="#omp" title=
   </div>
   
   <!-- Scripts loaded after <body> so the DOM is not blocked -->
-  <script src="../../_static/scripts/bootstrap.js?digest=5b4479735964841361fd"></script>
-<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=5b4479735964841361fd"></script>
+  <script src="../../_static/scripts/bootstrap.js?digest=bd9e20870c6007c4c509"></script>
+<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=bd9e20870c6007c4c509"></script>
 
   <footer class="bd-footer">
   </footer>
diff --git "a/docs/\345\233\236\345\275\222/\351\200\273\350\276\221\345\233\236\345\275\222.html" "b/docs/\345\233\236\345\275\222/\351\200\273\350\276\221\345\233\236\345\275\222.html"
index d4a64ba..b89e68b 100644
--- "a/docs/\345\233\236\345\275\222/\351\200\273\350\276\221\345\233\236\345\275\222.html"
+++ "b/docs/\345\233\236\345\275\222/\351\200\273\350\276\221\345\233\236\345\275\222.html"
@@ -19,15 +19,15 @@
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-<link href="../../_static/styles/bootstrap.css?digest=5b4479735964841361fd" rel="stylesheet" />
-<link href="../../_static/styles/pydata-sphinx-theme.css?digest=5b4479735964841361fd" rel="stylesheet" />
+  <link href="../../_static/styles/theme.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+<link href="../../_static/styles/bootstrap.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+<link href="../../_static/styles/pydata-sphinx-theme.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
 
   
-  <link href="../../_static/vendor/fontawesome/6.1.2/css/all.min.css?digest=5b4479735964841361fd" rel="stylesheet" />
-  <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.1.2/webfonts/fa-solid-900.woff2" />
-<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.1.2/webfonts/fa-brands-400.woff2" />
-<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.1.2/webfonts/fa-regular-400.woff2" />
+  <link href="../../_static/vendor/fontawesome/6.5.1/css/all.min.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+  <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-solid-900.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-brands-400.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-regular-400.woff2" />
 
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" href="../../_static/styles/sphinx-book-theme.css?digest=14f4ca6b54d191a8c7657f6c759bf11a5fb86285" type="text/css" />
@@ -38,9 +38,9 @@
     <link rel="stylesheet" type="text/css" href="../../_static/design-style.4045f2051d55cab465a707391d5b2007.min.css" />
   
   <!-- Pre-loaded scripts that we'll load fully later -->
-  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=5b4479735964841361fd" />
-<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=5b4479735964841361fd" />
-  <script src="../../_static/vendor/fontawesome/6.1.2/js/all.min.js?digest=5b4479735964841361fd"></script>
+  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=bd9e20870c6007c4c509" />
+<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=bd9e20870c6007c4c509" />
+  <script src="../../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=bd9e20870c6007c4c509"></script>
 
     <script data-url_root="../../" id="documentation_options" src="../../_static/documentation_options.js"></script>
     <script src="../../_static/jquery.js"></script>
@@ -78,7 +78,7 @@
 
   
   
-  <a class="skip-link" href="#main-content">Skip to main content</a>
+  <a id="pst-skip-link" class="skip-link" href="#main-content">Skip to main content</a>
   
   <div id="pst-scroll-pixel-helper"></div>
 
@@ -121,13 +121,21 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form></div>
   </div>
+
+  <header>
   
-    <nav class="bd-header navbar navbar-expand-lg bd-navbar">
-    </nav>
+    <div class="bd-header navbar navbar-expand-lg bd-navbar">
+    </div>
   
+  </header>
+
   <div class="bd-container">
     <div class="bd-container__inner bd-page-width">
       
+      
+      
+        
+      
       <div class="bd-sidebar-primary bd-sidebar">
         
 
@@ -189,6 +197,7 @@
 <ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E5%86%B3%E7%AD%96%E6%A0%91.html">决策树</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E9%9B%86%E6%88%90%E6%96%B9%E6%B3%95.html">集成学习</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E6%94%AF%E6%8C%81%E5%90%91%E9%87%8F%E6%9C%BA.html">支持向量机</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">降维</span></p>
 <ul class="nav bd-sidenav">
@@ -401,7 +410,7 @@ <h2> Contents </h2>
               
                 
 <div id="searchbox"></div>
-                <article class="bd-article" role="main">
+                <article class="bd-article">
                   
   <section class="tex2jax_ignore mathjax_ignore" id="id1">
 <h1>逻辑回归<a class="headerlink" href="#id1" title="Permalink to this heading">#</a></h1>
@@ -567,6 +576,7 @@ <h2>参考<a class="headerlink" href="#id2" title="Permalink to this heading">#<
               
                 <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
 
+
   <div class="sidebar-secondary-item">
   <div class="page-toc tocsection onthispage">
     <i class="fa-solid fa-list"></i> Contents
@@ -624,8 +634,8 @@ <h2>参考<a class="headerlink" href="#id2" title="Permalink to this heading">#<
   </div>
   
   <!-- Scripts loaded after <body> so the DOM is not blocked -->
-  <script src="../../_static/scripts/bootstrap.js?digest=5b4479735964841361fd"></script>
-<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=5b4479735964841361fd"></script>
+  <script src="../../_static/scripts/bootstrap.js?digest=bd9e20870c6007c4c509"></script>
+<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=bd9e20870c6007c4c509"></script>
 
   <footer class="bd-footer">
   </footer>
diff --git "a/docs/\345\233\236\345\275\222/\351\232\217\346\234\272\346\242\257\345\272\246\344\270\213\351\231\215.html" "b/docs/\345\233\236\345\275\222/\351\232\217\346\234\272\346\242\257\345\272\246\344\270\213\351\231\215.html"
index 6c3767c..0008af9 100644
--- "a/docs/\345\233\236\345\275\222/\351\232\217\346\234\272\346\242\257\345\272\246\344\270\213\351\231\215.html"
+++ "b/docs/\345\233\236\345\275\222/\351\232\217\346\234\272\346\242\257\345\272\246\344\270\213\351\231\215.html"
@@ -19,15 +19,15 @@
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-<link href="../../_static/styles/pydata-sphinx-theme.css?digest=5b4479735964841361fd" rel="stylesheet" />
+  <link href="../../_static/styles/theme.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+<link href="../../_static/styles/bootstrap.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+<link href="../../_static/styles/pydata-sphinx-theme.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
 
   
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-<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.1.2/webfonts/fa-regular-400.woff2" />
+  <link href="../../_static/vendor/fontawesome/6.5.1/css/all.min.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+  <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-solid-900.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-brands-400.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-regular-400.woff2" />
 
     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
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-  <script src="../../_static/vendor/fontawesome/6.1.2/js/all.min.js?digest=5b4479735964841361fd"></script>
+  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=bd9e20870c6007c4c509" />
+<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=bd9e20870c6007c4c509" />
+  <script src="../../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=bd9e20870c6007c4c509"></script>
 
     <script data-url_root="../../" id="documentation_options" src="../../_static/documentation_options.js"></script>
     <script src="../../_static/jquery.js"></script>
@@ -78,7 +78,7 @@
 
   
   
-  <a class="skip-link" href="#main-content">Skip to main content</a>
+  <a id="pst-skip-link" class="skip-link" href="#main-content">Skip to main content</a>
   
   <div id="pst-scroll-pixel-helper"></div>
 
@@ -121,13 +121,21 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form></div>
   </div>
+
+  <header>
   
-    <nav class="bd-header navbar navbar-expand-lg bd-navbar">
-    </nav>
+    <div class="bd-header navbar navbar-expand-lg bd-navbar">
+    </div>
   
+  </header>
+
   <div class="bd-container">
     <div class="bd-container__inner bd-page-width">
       
+      
+      
+        
+      
       <div class="bd-sidebar-primary bd-sidebar">
         
 
@@ -189,6 +197,7 @@
 <ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E5%86%B3%E7%AD%96%E6%A0%91.html">决策树</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E9%9B%86%E6%88%90%E6%96%B9%E6%B3%95.html">集成学习</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E6%94%AF%E6%8C%81%E5%90%91%E9%87%8F%E6%9C%BA.html">支持向量机</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">降维</span></p>
 <ul class="nav bd-sidenav">
@@ -413,7 +422,7 @@ <h2> Contents </h2>
               
                 
 <div id="searchbox"></div>
-                <article class="bd-article" role="main">
+                <article class="bd-article">
                   
   <section class="tex2jax_ignore mathjax_ignore" id="id1">
 <h1>随机梯度下降<a class="headerlink" href="#id1" title="Permalink to this heading">#</a></h1>
@@ -886,6 +895,7 @@ <h2>参考<a class="headerlink" href="#id11" title="Permalink to this heading">#
               
                 <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
 
+
   <div class="sidebar-secondary-item">
   <div class="page-toc tocsection onthispage">
     <i class="fa-solid fa-list"></i> Contents
@@ -955,8 +965,8 @@ <h2>参考<a class="headerlink" href="#id11" title="Permalink to this heading">#
   </div>
   
   <!-- Scripts loaded after <body> so the DOM is not blocked -->
-  <script src="../../_static/scripts/bootstrap.js?digest=5b4479735964841361fd"></script>
-<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=5b4479735964841361fd"></script>
+  <script src="../../_static/scripts/bootstrap.js?digest=bd9e20870c6007c4c509"></script>
+<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=bd9e20870c6007c4c509"></script>
 
   <footer class="bd-footer">
   </footer>
diff --git "a/docs/\351\231\215\347\273\264/LDA\345\222\214QDA.html" "b/docs/\351\231\215\347\273\264/LDA\345\222\214QDA.html"
index e7f243f..b72f33f 100644
--- "a/docs/\351\231\215\347\273\264/LDA\345\222\214QDA.html"
+++ "b/docs/\351\231\215\347\273\264/LDA\345\222\214QDA.html"
@@ -19,15 +19,15 @@
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-<link href="../../_static/styles/pydata-sphinx-theme.css?digest=5b4479735964841361fd" rel="stylesheet" />
+  <link href="../../_static/styles/theme.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+<link href="../../_static/styles/bootstrap.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+<link href="../../_static/styles/pydata-sphinx-theme.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
 
   
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-<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.1.2/webfonts/fa-regular-400.woff2" />
+  <link href="../../_static/vendor/fontawesome/6.5.1/css/all.min.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+  <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-solid-900.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-brands-400.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-regular-400.woff2" />
 
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@@ -38,9 +38,9 @@
     <link rel="stylesheet" type="text/css" href="../../_static/design-style.4045f2051d55cab465a707391d5b2007.min.css" />
   
   <!-- Pre-loaded scripts that we'll load fully later -->
-  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=5b4479735964841361fd" />
-<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=5b4479735964841361fd" />
-  <script src="../../_static/vendor/fontawesome/6.1.2/js/all.min.js?digest=5b4479735964841361fd"></script>
+  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=bd9e20870c6007c4c509" />
+<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=bd9e20870c6007c4c509" />
+  <script src="../../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=bd9e20870c6007c4c509"></script>
 
     <script data-url_root="../../" id="documentation_options" src="../../_static/documentation_options.js"></script>
     <script src="../../_static/jquery.js"></script>
@@ -77,7 +77,7 @@
 
   
   
-  <a class="skip-link" href="#main-content">Skip to main content</a>
+  <a id="pst-skip-link" class="skip-link" href="#main-content">Skip to main content</a>
   
   <div id="pst-scroll-pixel-helper"></div>
 
@@ -120,13 +120,21 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form></div>
   </div>
+
+  <header>
   
-    <nav class="bd-header navbar navbar-expand-lg bd-navbar">
-    </nav>
+    <div class="bd-header navbar navbar-expand-lg bd-navbar">
+    </div>
   
+  </header>
+
   <div class="bd-container">
     <div class="bd-container__inner bd-page-width">
       
+      
+      
+        
+      
       <div class="bd-sidebar-primary bd-sidebar">
         
 
@@ -188,6 +196,7 @@
 <ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E5%86%B3%E7%AD%96%E6%A0%91.html">决策树</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E9%9B%86%E6%88%90%E6%96%B9%E6%B3%95.html">集成学习</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E6%94%AF%E6%8C%81%E5%90%91%E9%87%8F%E6%9C%BA.html">支持向量机</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">降维</span></p>
 <ul class="current nav bd-sidenav">
@@ -405,7 +414,7 @@ <h2> Contents </h2>
               
                 
 <div id="searchbox"></div>
-                <article class="bd-article" role="main">
+                <article class="bd-article">
                   
   <section class="tex2jax_ignore mathjax_ignore" id="ldaqda">
 <h1>LDA和QDA<a class="headerlink" href="#ldaqda" title="Permalink to this heading">#</a></h1>
@@ -686,7 +695,7 @@ <h2>LDA vs QDA<a class="headerlink" href="#lda-vs-qda" title="Permalink to this
 </div>
 </div>
 <div class="cell_output docutils container">
-<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/tmp/ipykernel_2204/3074259613.py:16: MatplotlibDeprecationWarning: The register_cmap function was deprecated in Matplotlib 3.7 and will be removed two minor releases later. Use ``matplotlib.colormaps.register(name)`` instead.
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/tmp/ipykernel_2279/3074259613.py:16: MatplotlibDeprecationWarning: The register_cmap function was deprecated in Matplotlib 3.7 and will be removed two minor releases later. Use ``matplotlib.colormaps.register(name)`` instead.
   plt.cm.register_cmap(cmap=cmap)
 </pre></div>
 </div>
@@ -755,6 +764,7 @@ <h2>参考<a class="headerlink" href="#id3" title="Permalink to this heading">#<
               
                 <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
 
+
   <div class="sidebar-secondary-item">
   <div class="page-toc tocsection onthispage">
     <i class="fa-solid fa-list"></i> Contents
@@ -817,8 +827,8 @@ <h2>参考<a class="headerlink" href="#id3" title="Permalink to this heading">#<
   </div>
   
   <!-- Scripts loaded after <body> so the DOM is not blocked -->
-  <script src="../../_static/scripts/bootstrap.js?digest=5b4479735964841361fd"></script>
-<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=5b4479735964841361fd"></script>
+  <script src="../../_static/scripts/bootstrap.js?digest=bd9e20870c6007c4c509"></script>
+<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=bd9e20870c6007c4c509"></script>
 
   <footer class="bd-footer">
   </footer>
diff --git "a/docs/\351\231\215\347\273\264/\347\272\277\346\200\247\344\273\243\346\225\260.html" "b/docs/\351\231\215\347\273\264/\347\272\277\346\200\247\344\273\243\346\225\260.html"
index f1836e7..5391f73 100644
--- "a/docs/\351\231\215\347\273\264/\347\272\277\346\200\247\344\273\243\346\225\260.html"
+++ "b/docs/\351\231\215\347\273\264/\347\272\277\346\200\247\344\273\243\346\225\260.html"
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-<link href="../../_static/styles/pydata-sphinx-theme.css?digest=5b4479735964841361fd" rel="stylesheet" />
+  <link href="../../_static/styles/theme.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+<link href="../../_static/styles/bootstrap.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+<link href="../../_static/styles/pydata-sphinx-theme.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
 
   
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-<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.1.2/webfonts/fa-regular-400.woff2" />
+  <link href="../../_static/vendor/fontawesome/6.5.1/css/all.min.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+  <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-solid-900.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-brands-400.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.5.1/webfonts/fa-regular-400.woff2" />
 
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@@ -38,9 +38,9 @@
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-  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=5b4479735964841361fd" />
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-  <script src="../../_static/vendor/fontawesome/6.1.2/js/all.min.js?digest=5b4479735964841361fd"></script>
+  <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=bd9e20870c6007c4c509" />
+<link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=bd9e20870c6007c4c509" />
+  <script src="../../_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=bd9e20870c6007c4c509"></script>
 
     <script data-url_root="../../" id="documentation_options" src="../../_static/documentation_options.js"></script>
     <script src="../../_static/jquery.js"></script>
@@ -68,7 +68,7 @@
     <link rel="index" title="Index" href="../../genindex.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="LDA和QDA" href="LDA%E5%92%8CQDA.html" />
-    <link rel="prev" title="集成学习" href="../%E5%88%86%E7%B1%BB/%E9%9B%86%E6%88%90%E6%96%B9%E6%B3%95.html" />
+    <link rel="prev" title="支持向量机" href="../%E5%88%86%E7%B1%BB/%E6%94%AF%E6%8C%81%E5%90%91%E9%87%8F%E6%9C%BA.html" />
   <meta name="viewport" content="width=device-width, initial-scale=1"/>
   <meta name="docsearch:language" content="en"/>
   </head>
@@ -78,7 +78,7 @@
 
   
   
-  <a class="skip-link" href="#main-content">Skip to main content</a>
+  <a id="pst-skip-link" class="skip-link" href="#main-content">Skip to main content</a>
   
   <div id="pst-scroll-pixel-helper"></div>
 
@@ -121,13 +121,21 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form></div>
   </div>
+
+  <header>
   
-    <nav class="bd-header navbar navbar-expand-lg bd-navbar">
-    </nav>
+    <div class="bd-header navbar navbar-expand-lg bd-navbar">
+    </div>
   
+  </header>
+
   <div class="bd-container">
     <div class="bd-container__inner bd-page-width">
       
+      
+      
+        
+      
       <div class="bd-sidebar-primary bd-sidebar">
         
 
@@ -189,6 +197,7 @@
 <ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E5%86%B3%E7%AD%96%E6%A0%91.html">决策树</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E9%9B%86%E6%88%90%E6%96%B9%E6%B3%95.html">集成学习</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../%E5%88%86%E7%B1%BB/%E6%94%AF%E6%8C%81%E5%90%91%E9%87%8F%E6%9C%BA.html">支持向量机</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">降维</span></p>
 <ul class="current nav bd-sidenav">
@@ -402,7 +411,7 @@ <h2> Contents </h2>
               
                 
 <div id="searchbox"></div>
-                <article class="bd-article" role="main">
+                <article class="bd-article">
                   
   <section class="tex2jax_ignore mathjax_ignore" id="id1">
 <h1>矩阵<a class="headerlink" href="#id1" title="Permalink to this heading">#</a></h1>
@@ -544,12 +553,12 @@ <h2>拉格朗日乘子法<a class="headerlink" href="#id4" title="Permalink to t
                   
 <div class="prev-next-area">
     <a class="left-prev"
-       href="../%E5%88%86%E7%B1%BB/%E9%9B%86%E6%88%90%E6%96%B9%E6%B3%95.html"
+       href="../%E5%88%86%E7%B1%BB/%E6%94%AF%E6%8C%81%E5%90%91%E9%87%8F%E6%9C%BA.html"
        title="previous page">
       <i class="fa-solid fa-angle-left"></i>
       <div class="prev-next-info">
         <p class="prev-next-subtitle">previous</p>
-        <p class="prev-next-title">集成学习</p>
+        <p class="prev-next-title">支持向量机</p>
       </div>
     </a>
     <a class="right-next"
@@ -570,6 +579,7 @@ <h2>拉格朗日乘子法<a class="headerlink" href="#id4" title="Permalink to t
               
                 <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">
 
+
   <div class="sidebar-secondary-item">
   <div class="page-toc tocsection onthispage">
     <i class="fa-solid fa-list"></i> Contents
@@ -628,8 +638,8 @@ <h2>拉格朗日乘子法<a class="headerlink" href="#id4" title="Permalink to t
   </div>
   
   <!-- Scripts loaded after <body> so the DOM is not blocked -->
-  <script src="../../_static/scripts/bootstrap.js?digest=5b4479735964841361fd"></script>
-<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=5b4479735964841361fd"></script>
+  <script src="../../_static/scripts/bootstrap.js?digest=bd9e20870c6007c4c509"></script>
+<script src="../../_static/scripts/pydata-sphinx-theme.js?digest=bd9e20870c6007c4c509"></script>
 
   <footer class="bd-footer">
   </footer>
diff --git a/genindex.html b/genindex.html
index ef4d34e..feb707a 100644
--- a/genindex.html
+++ b/genindex.html
@@ -18,15 +18,15 @@
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-  <link href="_static/styles/theme.css?digest=5b4479735964841361fd" rel="stylesheet" />
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-<link href="_static/styles/pydata-sphinx-theme.css?digest=5b4479735964841361fd" rel="stylesheet" />
+  <link href="_static/styles/theme.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+<link href="_static/styles/bootstrap.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+<link href="_static/styles/pydata-sphinx-theme.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
 
   
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-  <link rel="preload" as="font" type="font/woff2" crossorigin href="_static/vendor/fontawesome/6.1.2/webfonts/fa-solid-900.woff2" />
-<link rel="preload" as="font" type="font/woff2" crossorigin href="_static/vendor/fontawesome/6.1.2/webfonts/fa-brands-400.woff2" />
-<link rel="preload" as="font" type="font/woff2" crossorigin href="_static/vendor/fontawesome/6.1.2/webfonts/fa-regular-400.woff2" />
+  <link href="_static/vendor/fontawesome/6.5.1/css/all.min.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+  <link rel="preload" as="font" type="font/woff2" crossorigin href="_static/vendor/fontawesome/6.5.1/webfonts/fa-solid-900.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="_static/vendor/fontawesome/6.5.1/webfonts/fa-brands-400.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="_static/vendor/fontawesome/6.5.1/webfonts/fa-regular-400.woff2" />
 
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@@ -37,9 +37,9 @@
     <link rel="stylesheet" type="text/css" href="_static/design-style.4045f2051d55cab465a707391d5b2007.min.css" />
   
   <!-- Pre-loaded scripts that we'll load fully later -->
-  <link rel="preload" as="script" href="_static/scripts/bootstrap.js?digest=5b4479735964841361fd" />
-<link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=5b4479735964841361fd" />
-  <script src="_static/vendor/fontawesome/6.1.2/js/all.min.js?digest=5b4479735964841361fd"></script>
+  <link rel="preload" as="script" href="_static/scripts/bootstrap.js?digest=bd9e20870c6007c4c509" />
+<link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=bd9e20870c6007c4c509" />
+  <script src="_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=bd9e20870c6007c4c509"></script>
 
     <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
     <script src="_static/jquery.js"></script>
@@ -73,7 +73,7 @@
 
   
   
-  <a class="skip-link" href="#main-content">Skip to main content</a>
+  <a id="pst-skip-link" class="skip-link" href="#main-content">Skip to main content</a>
   
   <div id="pst-scroll-pixel-helper"></div>
 
@@ -116,13 +116,21 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form></div>
   </div>
+
+  <header>
   
-    <nav class="bd-header navbar navbar-expand-lg bd-navbar">
-    </nav>
+    <div class="bd-header navbar navbar-expand-lg bd-navbar">
+    </div>
   
+  </header>
+
   <div class="bd-container">
     <div class="bd-container__inner bd-page-width">
       
+      
+      
+        
+      
       <div class="bd-sidebar-primary bd-sidebar">
         
 
@@ -184,6 +192,7 @@
 <ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="docs/%E5%88%86%E7%B1%BB/%E5%86%B3%E7%AD%96%E6%A0%91.html">决策树</a></li>
 <li class="toctree-l1"><a class="reference internal" href="docs/%E5%88%86%E7%B1%BB/%E9%9B%86%E6%88%90%E6%96%B9%E6%B3%95.html">集成学习</a></li>
+<li class="toctree-l1"><a class="reference internal" href="docs/%E5%88%86%E7%B1%BB/%E6%94%AF%E6%8C%81%E5%90%91%E9%87%8F%E6%9C%BA.html">支持向量机</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">降维</span></p>
 <ul class="nav bd-sidenav">
@@ -336,7 +345,7 @@ <h1></h1>
               
                 
 <div id="searchbox"></div>
-                <article class="bd-article" role="main">
+                <article class="bd-article">
                   
 
 <h1 id="index">Index</h1>
@@ -363,6 +372,8 @@ <h1 id="index">Index</h1>
             
             
               
+                <div class="bd-sidebar-secondary bd-toc"></div>
+              
             
           </div>
           <footer class="bd-footer-content">
@@ -406,8 +417,8 @@ <h1 id="index">Index</h1>
   </div>
   
   <!-- Scripts loaded after <body> so the DOM is not blocked -->
-  <script src="_static/scripts/bootstrap.js?digest=5b4479735964841361fd"></script>
-<script src="_static/scripts/pydata-sphinx-theme.js?digest=5b4479735964841361fd"></script>
+  <script src="_static/scripts/bootstrap.js?digest=bd9e20870c6007c4c509"></script>
+<script src="_static/scripts/pydata-sphinx-theme.js?digest=bd9e20870c6007c4c509"></script>
 
   <footer class="bd-footer">
   </footer>
diff --git a/objects.inv b/objects.inv
index c5e7b3e..99d97d1 100644
Binary files a/objects.inv and b/objects.inv differ
diff --git "a/reports/docs/\345\210\206\347\261\273/\351\233\206\346\210\220\346\226\271\346\263\225.err.log" "b/reports/docs/\345\210\206\347\261\273/\351\233\206\346\210\220\346\226\271\346\263\225.err.log"
index 8e24def..e112fd3 100644
--- "a/reports/docs/\345\210\206\347\261\273/\351\233\206\346\210\220\346\226\271\346\263\225.err.log"
+++ "b/reports/docs/\345\210\206\347\261\273/\351\233\206\346\210\220\346\226\271\346\263\225.err.log"
@@ -3,7 +3,7 @@ Traceback (most recent call last):
     executenb(
   File "/home/runner/.local/lib/python3.10/site-packages/nbclient/client.py", line 1305, in execute
     return NotebookClient(nb=nb, resources=resources, km=km, **kwargs).execute()
-  File "/home/runner/.local/lib/python3.10/site-packages/jupyter_core/utils/__init__.py", line 172, in wrapped
+  File "/home/runner/.local/lib/python3.10/site-packages/jupyter_core/utils/__init__.py", line 165, in wrapped
     return loop.run_until_complete(inner)
   File "/usr/lib/python3.10/asyncio/base_events.py", line 649, in run_until_complete
     return future.result()
diff --git "a/reports/docs/\345\233\236\345\275\222/\346\255\243\345\210\231\345\214\226\347\272\277\346\200\247\345\233\236\345\275\222.err.log" "b/reports/docs/\345\233\236\345\275\222/\346\255\243\345\210\231\345\214\226\347\272\277\346\200\247\345\233\236\345\275\222.err.log"
index 12bc31e..dd5c96e 100644
--- "a/reports/docs/\345\233\236\345\275\222/\346\255\243\345\210\231\345\214\226\347\272\277\346\200\247\345\233\236\345\275\222.err.log"
+++ "b/reports/docs/\345\233\236\345\275\222/\346\255\243\345\210\231\345\214\226\347\272\277\346\200\247\345\233\236\345\275\222.err.log"
@@ -3,7 +3,7 @@ Traceback (most recent call last):
     executenb(
   File "/home/runner/.local/lib/python3.10/site-packages/nbclient/client.py", line 1305, in execute
     return NotebookClient(nb=nb, resources=resources, km=km, **kwargs).execute()
-  File "/home/runner/.local/lib/python3.10/site-packages/jupyter_core/utils/__init__.py", line 172, in wrapped
+  File "/home/runner/.local/lib/python3.10/site-packages/jupyter_core/utils/__init__.py", line 165, in wrapped
     return loop.run_until_complete(inner)
   File "/usr/lib/python3.10/asyncio/base_events.py", line 649, in run_until_complete
     return future.result()
diff --git "a/reports/docs/\345\233\236\345\275\222/\350\264\235\345\217\266\346\226\257\345\233\236\345\275\222.err.log" "b/reports/docs/\345\233\236\345\275\222/\350\264\235\345\217\266\346\226\257\345\233\236\345\275\222.err.log"
index 5bd8fd0..a1f7a7f 100644
--- "a/reports/docs/\345\233\236\345\275\222/\350\264\235\345\217\266\346\226\257\345\233\236\345\275\222.err.log"
+++ "b/reports/docs/\345\233\236\345\275\222/\350\264\235\345\217\266\346\226\257\345\233\236\345\275\222.err.log"
@@ -3,7 +3,7 @@ Traceback (most recent call last):
     executenb(
   File "/home/runner/.local/lib/python3.10/site-packages/nbclient/client.py", line 1305, in execute
     return NotebookClient(nb=nb, resources=resources, km=km, **kwargs).execute()
-  File "/home/runner/.local/lib/python3.10/site-packages/jupyter_core/utils/__init__.py", line 172, in wrapped
+  File "/home/runner/.local/lib/python3.10/site-packages/jupyter_core/utils/__init__.py", line 165, in wrapped
     return loop.run_until_complete(inner)
   File "/usr/lib/python3.10/asyncio/base_events.py", line 649, in run_until_complete
     return future.result()
diff --git "a/reports/docs/\345\233\236\345\275\222/\350\277\255\344\273\243\346\261\202\350\247\243\346\226\271\346\263\225.err.log" "b/reports/docs/\345\233\236\345\275\222/\350\277\255\344\273\243\346\261\202\350\247\243\346\226\271\346\263\225.err.log"
index 9d908e1..d90aa73 100644
--- "a/reports/docs/\345\233\236\345\275\222/\350\277\255\344\273\243\346\261\202\350\247\243\346\226\271\346\263\225.err.log"
+++ "b/reports/docs/\345\233\236\345\275\222/\350\277\255\344\273\243\346\261\202\350\247\243\346\226\271\346\263\225.err.log"
@@ -3,7 +3,7 @@ Traceback (most recent call last):
     executenb(
   File "/home/runner/.local/lib/python3.10/site-packages/nbclient/client.py", line 1305, in execute
     return NotebookClient(nb=nb, resources=resources, km=km, **kwargs).execute()
-  File "/home/runner/.local/lib/python3.10/site-packages/jupyter_core/utils/__init__.py", line 172, in wrapped
+  File "/home/runner/.local/lib/python3.10/site-packages/jupyter_core/utils/__init__.py", line 165, in wrapped
     return loop.run_until_complete(inner)
   File "/usr/lib/python3.10/asyncio/base_events.py", line 649, in run_until_complete
     return future.result()
diff --git "a/reports/docs/\345\233\236\345\275\222/\351\232\217\346\234\272\346\242\257\345\272\246\344\270\213\351\231\215.err.log" "b/reports/docs/\345\233\236\345\275\222/\351\232\217\346\234\272\346\242\257\345\272\246\344\270\213\351\231\215.err.log"
index a018afd..4c4997d 100644
--- "a/reports/docs/\345\233\236\345\275\222/\351\232\217\346\234\272\346\242\257\345\272\246\344\270\213\351\231\215.err.log"
+++ "b/reports/docs/\345\233\236\345\275\222/\351\232\217\346\234\272\346\242\257\345\272\246\344\270\213\351\231\215.err.log"
@@ -3,7 +3,7 @@ Traceback (most recent call last):
     executenb(
   File "/home/runner/.local/lib/python3.10/site-packages/nbclient/client.py", line 1305, in execute
     return NotebookClient(nb=nb, resources=resources, km=km, **kwargs).execute()
-  File "/home/runner/.local/lib/python3.10/site-packages/jupyter_core/utils/__init__.py", line 172, in wrapped
+  File "/home/runner/.local/lib/python3.10/site-packages/jupyter_core/utils/__init__.py", line 165, in wrapped
     return loop.run_until_complete(inner)
   File "/usr/lib/python3.10/asyncio/base_events.py", line 649, in run_until_complete
     return future.result()
diff --git a/search.html b/search.html
index 7b542ca..f610f8f 100644
--- a/search.html
+++ b/search.html
@@ -17,15 +17,15 @@
   </script>
   
   <!-- Loaded before other Sphinx assets -->
-  <link href="_static/styles/theme.css?digest=5b4479735964841361fd" rel="stylesheet" />
-<link href="_static/styles/bootstrap.css?digest=5b4479735964841361fd" rel="stylesheet" />
-<link href="_static/styles/pydata-sphinx-theme.css?digest=5b4479735964841361fd" rel="stylesheet" />
+  <link href="_static/styles/theme.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+<link href="_static/styles/bootstrap.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+<link href="_static/styles/pydata-sphinx-theme.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
 
   
-  <link href="_static/vendor/fontawesome/6.1.2/css/all.min.css?digest=5b4479735964841361fd" rel="stylesheet" />
-  <link rel="preload" as="font" type="font/woff2" crossorigin href="_static/vendor/fontawesome/6.1.2/webfonts/fa-solid-900.woff2" />
-<link rel="preload" as="font" type="font/woff2" crossorigin href="_static/vendor/fontawesome/6.1.2/webfonts/fa-brands-400.woff2" />
-<link rel="preload" as="font" type="font/woff2" crossorigin href="_static/vendor/fontawesome/6.1.2/webfonts/fa-regular-400.woff2" />
+  <link href="_static/vendor/fontawesome/6.5.1/css/all.min.css?digest=bd9e20870c6007c4c509" rel="stylesheet" />
+  <link rel="preload" as="font" type="font/woff2" crossorigin href="_static/vendor/fontawesome/6.5.1/webfonts/fa-solid-900.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="_static/vendor/fontawesome/6.5.1/webfonts/fa-brands-400.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="_static/vendor/fontawesome/6.5.1/webfonts/fa-regular-400.woff2" />
 
     <link rel="stylesheet" type="text/css" href="_static/pygments.css" />
     <link rel="stylesheet" href="_static/styles/sphinx-book-theme.css?digest=14f4ca6b54d191a8c7657f6c759bf11a5fb86285" type="text/css" />
@@ -36,9 +36,9 @@
     <link rel="stylesheet" type="text/css" href="_static/design-style.4045f2051d55cab465a707391d5b2007.min.css" />
   
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-  <link rel="preload" as="script" href="_static/scripts/bootstrap.js?digest=5b4479735964841361fd" />
-<link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=5b4479735964841361fd" />
-  <script src="_static/vendor/fontawesome/6.1.2/js/all.min.js?digest=5b4479735964841361fd"></script>
+  <link rel="preload" as="script" href="_static/scripts/bootstrap.js?digest=bd9e20870c6007c4c509" />
+<link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=bd9e20870c6007c4c509" />
+  <script src="_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=bd9e20870c6007c4c509"></script>
 
     <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
     <script src="_static/jquery.js"></script>
@@ -75,7 +75,7 @@
 
   
   
-  <a class="skip-link" href="#main-content">Skip to main content</a>
+  <a id="pst-skip-link" class="skip-link" href="#main-content">Skip to main content</a>
   
   <div id="pst-scroll-pixel-helper"></div>
 
@@ -118,13 +118,21 @@
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form></div>
   </div>
+
+  <header>
   
-    <nav class="bd-header navbar navbar-expand-lg bd-navbar">
-    </nav>
+    <div class="bd-header navbar navbar-expand-lg bd-navbar">
+    </div>
   
+  </header>
+
   <div class="bd-container">
     <div class="bd-container__inner bd-page-width">
       
+      
+      
+        
+      
       <div class="bd-sidebar-primary bd-sidebar">
         
 
@@ -186,6 +194,7 @@
 <ul class="nav bd-sidenav">
 <li class="toctree-l1"><a class="reference internal" href="docs/%E5%88%86%E7%B1%BB/%E5%86%B3%E7%AD%96%E6%A0%91.html">决策树</a></li>
 <li class="toctree-l1"><a class="reference internal" href="docs/%E5%88%86%E7%B1%BB/%E9%9B%86%E6%88%90%E6%96%B9%E6%B3%95.html">集成学习</a></li>
+<li class="toctree-l1"><a class="reference internal" href="docs/%E5%88%86%E7%B1%BB/%E6%94%AF%E6%8C%81%E5%90%91%E9%87%8F%E6%9C%BA.html">支持向量机</a></li>
 </ul>
 <p aria-level="2" class="caption" role="heading"><span class="caption-text">降维</span></p>
 <ul class="nav bd-sidenav">
@@ -375,6 +384,8 @@ <h1>Search</h1>
             
             
               
+                <div class="bd-sidebar-secondary bd-toc"></div>
+              
             
           </div>
           <footer class="bd-footer-content">
@@ -418,8 +429,8 @@ <h1>Search</h1>
   </div>
   
   <!-- Scripts loaded after <body> so the DOM is not blocked -->
-  <script src="_static/scripts/bootstrap.js?digest=5b4479735964841361fd"></script>
-<script src="_static/scripts/pydata-sphinx-theme.js?digest=5b4479735964841361fd"></script>
+  <script src="_static/scripts/bootstrap.js?digest=bd9e20870c6007c4c509"></script>
+<script src="_static/scripts/pydata-sphinx-theme.js?digest=bd9e20870c6007c4c509"></script>
 
   <footer class="bd-footer">
   </footer>
diff --git a/searchindex.js b/searchindex.js
index 498ceee..f453d0a 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
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