add decision trees to sidebar

DS-100 · Aug 3, 2024 · 6c1d015 · 6c1d015
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diff --git a/docs/case_study_HCE/case_study_HCE.html b/docs/case_study_HCE/case_study_HCE.html
@@ -301,6 +301,12 @@
   <a href="../clustering/clustering.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text"><span class="chapter-number">26</span>&nbsp; <span class="chapter-title">Clustering</span></span></a>
   </div>
+</li>
+<li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./decision_tree/decision_tree.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text"><span class="chapter-number">27</span>&nbsp; <span class="chapter-title">Decision Trees</span></span></a>
+  </div>
 </li>
     </ul>
     </div>

diff --git a/docs/clustering/clustering.html b/docs/clustering/clustering.html
@@ -268,6 +268,12 @@
   <a href="../clustering/clustering.html" class="sidebar-item-text sidebar-link active">
  <span class="menu-text"><span class="chapter-number">26</span>&nbsp; <span class="chapter-title">Clustering</span></span></a>
   </div>
+</li>
+<li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./decision_tree/decision_tree.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text"><span class="chapter-number">27</span>&nbsp; <span class="chapter-title">Decision Trees</span></span></a>
+  </div>
 </li>
     </ul>
     </div>

diff --git a/docs/constant_model_loss_transformations/loss_transformations.html b/docs/constant_model_loss_transformations/loss_transformations.html
@@ -303,6 +303,12 @@
   <a href="../clustering/clustering.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text"><span class="chapter-number">26</span>&nbsp; <span class="chapter-title">Clustering</span></span></a>
   </div>
+</li>
+<li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./decision_tree/decision_tree.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text"><span class="chapter-number">27</span>&nbsp; <span class="chapter-title">Decision Trees</span></span></a>
+  </div>
 </li>
     </ul>
     </div>

diff --git a/docs/cv_regularization/cv_reg.html b/docs/cv_regularization/cv_reg.html
@@ -306,6 +306,12 @@
   <a href="../clustering/clustering.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text"><span class="chapter-number">26</span>&nbsp; <span class="chapter-title">Clustering</span></span></a>
   </div>
+</li>
+<li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./decision_tree/decision_tree.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text"><span class="chapter-number">27</span>&nbsp; <span class="chapter-title">Decision Trees</span></span></a>
+  </div>
 </li>
     </ul>
     </div>

diff --git a/docs/decision_tree/decision_tree.html b/docs/decision_tree/decision_tree.html
@@ -150,149 +150,167 @@
  <span class="menu-text">Welcome</span></a>
   </div>
 </li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../intro_lec/introduction.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">1</span>&nbsp; <span class="chapter-title">Introduction</span></span></a>
-  </div>
+<li class="sidebar-item">
+<div class="sidebar-item-container"> 
+<a href="../intro_lec/introduction.html" class="sidebar-item-text sidebar-link">
+<span class="menu-text"><span class="chapter-number">1</span>&nbsp; <span class="chapter-title">Introduction</span></span></a>
+</div>
 </li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../pandas_1/pandas_1.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">2</span>&nbsp; <span class="chapter-title">Pandas I</span></span></a>
-  </div>
+<li class="sidebar-item">
+<div class="sidebar-item-container"> 
+<a href="../pandas_1/pandas_1.html" class="sidebar-item-text sidebar-link">
+<span class="menu-text"><span class="chapter-number">2</span>&nbsp; <span class="chapter-title">Pandas I</span></span></a>
+</div>
 </li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../pandas_2/pandas_2.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">3</span>&nbsp; <span class="chapter-title">Pandas II</span></span></a>
-  </div>
+<li class="sidebar-item">
+<div class="sidebar-item-container"> 
+<a href="../pandas_2/pandas_2.html" class="sidebar-item-text sidebar-link">
+<span class="menu-text"><span class="chapter-number">3</span>&nbsp; <span class="chapter-title">Pandas II</span></span></a>
+</div>
 </li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../pandas_3/pandas_3.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">4</span>&nbsp; <span class="chapter-title">Pandas III</span></span></a>
-  </div>
+<li class="sidebar-item">
+<div class="sidebar-item-container"> 
+<a href="../pandas_3/pandas_3.html" class="sidebar-item-text sidebar-link">
+<span class="menu-text"><span class="chapter-number">4</span>&nbsp; <span class="chapter-title">Pandas III</span></span></a>
+</div>
 </li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../eda/eda.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">5</span>&nbsp; <span class="chapter-title">Data Cleaning and EDA</span></span></a>
-  </div>
+<li class="sidebar-item">
+<div class="sidebar-item-container"> 
+<a href="../eda/eda.html" class="sidebar-item-text sidebar-link">
+<span class="menu-text"><span class="chapter-number">5</span>&nbsp; <span class="chapter-title">Data Cleaning and EDA</span></span></a>
+</div>
 </li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../regex/regex.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">6</span>&nbsp; <span class="chapter-title">Text Wrangling and Regular Expressions</span></span></a>
-  </div>
+<li class="sidebar-item">
+<div class="sidebar-item-container"> 
+<a href="../regex/regex.html" class="sidebar-item-text sidebar-link">
+<span class="menu-text"><span class="chapter-number">6</span>&nbsp; <span class="chapter-title">Regular Expressions</span></span></a>
+</div>
 </li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../visualization_1/visualization_1.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">7</span>&nbsp; <span class="chapter-title">Visualization</span></span></a>
-  </div>
+<li class="sidebar-item">
+<div class="sidebar-item-container"> 
+<a href="../visualization_1/visualization_1.html" class="sidebar-item-text sidebar-link">
+<span class="menu-text"><span class="chapter-number">7</span>&nbsp; <span class="chapter-title">Visualization I</span></span></a>
+</div>
 </li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../sampling/sampling.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">8</span>&nbsp; <span class="chapter-title">Sampling</span></span></a>
-  </div>
+<li class="sidebar-item">
+<div class="sidebar-item-container"> 
+<a href="../visualization_2/visualization_2.html" class="sidebar-item-text sidebar-link">
+<span class="menu-text"><span class="chapter-number">8</span>&nbsp; <span class="chapter-title">Visualization II</span></span></a>
+</div>
 </li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../intro_to_modeling/intro_to_modeling.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">9</span>&nbsp; <span class="chapter-title">Introduction to Modeling</span></span></a>
-  </div>
+<li class="sidebar-item">
+<div class="sidebar-item-container"> 
+<a href="../sampling/sampling.html" class="sidebar-item-text sidebar-link">
+<span class="menu-text"><span class="chapter-number">9</span>&nbsp; <span class="chapter-title">Sampling</span></span></a>
+</div>
 </li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../constant_model_loss_transformations/loss_transformations.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">10</span>&nbsp; <span class="chapter-title">Constant Model, Loss, and Transformations</span></span></a>
-  </div>
+<li class="sidebar-item">
+<div class="sidebar-item-container"> 
+<a href="../intro_to_modeling/intro_to_modeling.html" class="sidebar-item-text sidebar-link">
+<span class="menu-text"><span class="chapter-number">10</span>&nbsp; <span class="chapter-title">Introduction to Modeling</span></span></a>
+</div>
 </li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../ols/ols.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">11</span>&nbsp; <span class="chapter-title">Ordinary Least Squares</span></span></a>
-  </div>
+<li class="sidebar-item">
+<div class="sidebar-item-container"> 
+<a href="../constant_model_loss_transformations/loss_transformations.html" class="sidebar-item-text sidebar-link">
+<span class="menu-text"><span class="chapter-number">11</span>&nbsp; <span class="chapter-title">Constant Model, Loss, and Transformations</span></span></a>
+</div>
 </li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../gradient_descent/gradient_descent.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">12</span>&nbsp; <span class="chapter-title">Gradient Descent</span></span></a>
-  </div>
+<li class="sidebar-item">
+<div class="sidebar-item-container"> 
+<a href="../ols/ols.html" class="sidebar-item-text sidebar-link">
+<span class="menu-text"><span class="chapter-number">12</span>&nbsp; <span class="chapter-title">Ordinary Least Squares</span></span></a>
+</div>
 </li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../feature_engineering/feature_engineering.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">13</span>&nbsp; <span class="chapter-title">Sklearn and Feature Engineering</span></span></a>
-  </div>
+<li class="sidebar-item">
+<div class="sidebar-item-container"> 
+<a href="../gradient_descent/gradient_descent.html" class="sidebar-item-text sidebar-link">
+<span class="menu-text"><span class="chapter-number">13</span>&nbsp; <span class="chapter-title">sklearn and Gradient Descent</span></span></a>
+</div>
 </li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../case_study_HCE/case_study_HCE.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">14</span>&nbsp; <span class="chapter-title">Case Study in Human Contexts and Ethics</span></span></a>
-  </div>
+<li class="sidebar-item">
+<div class="sidebar-item-container"> 
+<a href="../feature_engineering/feature_engineering.html" class="sidebar-item-text sidebar-link">
+<span class="menu-text"><span class="chapter-number">14</span>&nbsp; <span class="chapter-title">Feature Engineering</span></span></a>
+</div>
 </li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../cv_regularization/cv_reg.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">15</span>&nbsp; <span class="chapter-title">Cross Validation and Regularization</span></span></a>
-  </div>
+<li class="sidebar-item">
+<div class="sidebar-item-container"> 
+<a href="../case_study_HCE/case_study_HCE.html" class="sidebar-item-text sidebar-link">
+<span class="menu-text"><span class="chapter-number">15</span>&nbsp; <span class="chapter-title">Case Study in Human Contexts and Ethics</span></span></a>
+</div>
 </li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../probability_1/probability_1.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">16</span>&nbsp; <span class="chapter-title">Random Variables</span></span></a>
-  </div>
+<li class="sidebar-item">
+<div class="sidebar-item-container"> 
+<a href="../cv_regularization/cv_reg.html" class="sidebar-item-text sidebar-link active">
+<span class="menu-text"><span class="chapter-number">16</span>&nbsp; <span class="chapter-title">Cross Validation and Regularization</span></span></a>
+</div>
 </li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../probability_2/probability_2.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">17</span>&nbsp; <span class="chapter-title">Model Bias, Variance, and Inference</span></span></a>
-  </div>
+<li class="sidebar-item">
+<div class="sidebar-item-container"> 
+<a href="../probability_1/probability_1.html" class="sidebar-item-text sidebar-link">
+<span class="menu-text"><span class="chapter-number">17</span>&nbsp; <span class="chapter-title">Random Variables</span></span></a>
+</div>
 </li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../logistic_regression_1/logistic_reg_1.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">18</span>&nbsp; <span class="chapter-title">Logistic Regression I</span></span></a>
-  </div>
+<li class="sidebar-item">
+<div class="sidebar-item-container"> 
+<a href="../probability_2/probability_2.html" class="sidebar-item-text sidebar-link">
+<span class="menu-text"><span class="chapter-number">18</span>&nbsp; <span class="chapter-title">Estimators, Bias, and Variance</span></span></a>
+</div>
 </li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../logistic_regression_2/logistic_reg_2.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">19</span>&nbsp; <span class="chapter-title">Logistic Regression II</span></span></a>
-  </div>
+<li class="sidebar-item">
+<div class="sidebar-item-container"> 
+<a href="../inference_causality/inference_causality.html" class="sidebar-item-text sidebar-link">
+<span class="menu-text"><span class="chapter-number">19</span>&nbsp; <span class="chapter-title">Causal Inference and Confounding</span></span></a>
+</div>
 </li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../sql_I/sql_I.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">20</span>&nbsp; <span class="chapter-title">SQL I</span></span></a>
-  </div>
+<li class="sidebar-item">
+<div class="sidebar-item-container"> 
+<a href="../sql_I/sql_I.html" class="sidebar-item-text sidebar-link">
+<span class="menu-text"><span class="chapter-number">20</span>&nbsp; <span class="chapter-title">SQL I</span></span></a>
+</div>
 </li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../sql_II/sql_II.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">21</span>&nbsp; <span class="chapter-title">SQL II</span></span></a>
-  </div>
+<li class="sidebar-item">
+<div class="sidebar-item-container"> 
+<a href="../sql_II/sql_II.html" class="sidebar-item-text sidebar-link">
+<span class="menu-text"><span class="chapter-number">21</span>&nbsp; <span class="chapter-title">SQL II</span></span></a>
+</div>
 </li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../pca_1/pca_1.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">22</span>&nbsp; <span class="chapter-title">PCA I</span></span></a>
-  </div>
+<li class="sidebar-item">
+<div class="sidebar-item-container"> 
+<a href="../logistic_regression_1/logistic_reg_1.html" class="sidebar-item-text sidebar-link">
+<span class="menu-text"><span class="chapter-number">22</span>&nbsp; <span class="chapter-title">Logistic Regression I</span></span></a>
+</div>
 </li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../pca_2/pca_2.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">23</span>&nbsp; <span class="chapter-title">PCA II</span></span></a>
-  </div>
+<li class="sidebar-item">
+<div class="sidebar-item-container"> 
+<a href="../logistic_regression_2/logistic_reg_2.html" class="sidebar-item-text sidebar-link">
+<span class="menu-text"><span class="chapter-number">23</span>&nbsp; <span class="chapter-title">Logistic Regression II</span></span></a>
+</div>
 </li>
-        <li class="sidebar-item">
-  <div class="sidebar-item-container"> 
-  <a href="../decision_tree/decision_tree.html" class="sidebar-item-text sidebar-link active">
- <span class="menu-text"><span class="chapter-number">24</span>&nbsp; <span class="chapter-title">Decision Trees</span></span></a>
-  </div>
+<li class="sidebar-item">
+<div class="sidebar-item-container"> 
+<a href="../pca_1/pca_1.html" class="sidebar-item-text sidebar-link">
+<span class="menu-text"><span class="chapter-number">24</span>&nbsp; <span class="chapter-title">PCA I</span></span></a>
+</div>
+</li>
+<li class="sidebar-item">
+<div class="sidebar-item-container"> 
+<a href="../pca_2/pca_2.html" class="sidebar-item-text sidebar-link">
+<span class="menu-text"><span class="chapter-number">25</span>&nbsp; <span class="chapter-title">PCA II</span></span></a>
+</div>
+</li>
+<li class="sidebar-item">
+<div class="sidebar-item-container"> 
+<a href="../clustering/clustering.html" class="sidebar-item-text sidebar-link">
+<span class="menu-text"><span class="chapter-number">26</span>&nbsp; <span class="chapter-title">Clustering</span></span></a>
+</div>
+</li>
+<li class="sidebar-item">
+<div class="sidebar-item-container"> 
+<a href="./decision_tree/decision_tree.html" class="sidebar-item-text sidebar-link">
+<span class="menu-text"><span class="chapter-number">27</span>&nbsp; <span class="chapter-title">Decision Trees</span></span></a>
+</div>
 </li>
     </ul>
     </div>

diff --git a/docs/eda/eda.html b/docs/eda/eda.html
@@ -306,6 +306,12 @@
   <a href="../clustering/clustering.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text"><span class="chapter-number">26</span>&nbsp; <span class="chapter-title">Clustering</span></span></a>
   </div>
+</li>
+<li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./decision_tree/decision_tree.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text"><span class="chapter-number">27</span>&nbsp; <span class="chapter-title">Decision Trees</span></span></a>
+  </div>
 </li>
     </ul>
     </div>

diff --git a/docs/feature_engineering/feature_engineering.html b/docs/feature_engineering/feature_engineering.html
@@ -306,6 +306,12 @@
   <a href="../clustering/clustering.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text"><span class="chapter-number">26</span>&nbsp; <span class="chapter-title">Clustering</span></span></a>
   </div>
+</li>
+<li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./decision_tree/decision_tree.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text"><span class="chapter-number">27</span>&nbsp; <span class="chapter-title">Decision Trees</span></span></a>
+  </div>
 </li>
     </ul>
     </div>

diff --git a/docs/gradient_descent/gradient_descent.html b/docs/gradient_descent/gradient_descent.html
@@ -322,6 +322,12 @@
   <a href="../clustering/clustering.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text"><span class="chapter-number">26</span>&nbsp; <span class="chapter-title">Clustering</span></span></a>
   </div>
+</li>
+<li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./decision_tree/decision_tree.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text"><span class="chapter-number">27</span>&nbsp; <span class="chapter-title">Decision Trees</span></span></a>
+  </div>
 </li>
     </ul>
     </div>