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MKLab-ITI · Aug 28, 2024 · eb92810 · eb92810
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diff --git a/.mango.yaml b/.mango.yaml
diff --git a/JGNN/src/examples/graphClassification/SortPooling.java b/JGNN/src/examples/graphClassification/SortPooling.java
@@ -55,11 +55,11 @@ public static void main(String[] args){
         		.setGraphLabels(dtrain.labels)
         		.setValidationSplit(0.2)
         		.setEpochs(300)
-        		.setOptimizer(new Adam(0.001))
+        		.setOptimizer(new Adam(0.01))
         		.setLoss(new CategoricalCrossEntropy())
         		.setNumBatches(10)
         		.setParallelizedStochasticGradientDescent(true)
-        		.setValidationLoss(new VerboseLoss(new CategoricalCrossEntropy(), new Accuracy()));
+        		.setValidationLoss(new VerboseLoss(new CategoricalCrossEntropy(), new Accuracy()).setPrintOnImprovement(true));
 
         Model model = builder.getModel()
         		.init(new XavierNormal())

diff --git a/JGNN/src/main/java/mklab/JGNN/nn/loss/report/VerboseLoss.java b/JGNN/src/main/java/mklab/JGNN/nn/loss/report/VerboseLoss.java
@@ -21,6 +21,8 @@ public class VerboseLoss extends Loss {
 	private PrintStream out;
 	private Tensor values;
 	private int batchCount = 0;
+	private boolean printOnImproveOnly = false;
+	private double bestLoss = Double.POSITIVE_INFINITY;
 
 	/**
 	 * Instantiates a {@link VerboseLoss} given one or more comma-separated base
@@ -42,12 +44,29 @@ public VerboseLoss(Loss... baseLosses) {
 	 * @param every The loss is reported on epochs 0, every, 2every, ... Default is
 	 *              1.
 	 * @return <code>this</code> verbose loss instance.
+	 * @see #setPrintOnImprovement(boolean)
 	 */
 	public VerboseLoss setInterval(int every) {
 		this.every = every;
 		return this;
 	}
 
+	/**
+	 * Changes by which criteria losses should be printed, that is, on every fixed
+	 * count of epochs set by {@link #setInterval(int)} or whenever the primary loss
+	 * (the first one enclosed in the constructor) decreases.
+	 * 
+	 * @param printOnImproveOnly Whether losses should be printed only when the
+	 *                           primary loss (which is used for trained parameter
+	 *                           selection and early stopping) decreases. Default is
+	 *                           false.
+	 * @return <code>this</code> verbose loss instance.
+	 */
+	public VerboseLoss setPrintOnImprovement(boolean printOnImproveOnly) {
+		this.printOnImproveOnly = printOnImproveOnly;
+		return this;
+	}
+
 	/**
 	 * Changes where the output is printed.
 	 * 
@@ -59,6 +78,9 @@ public VerboseLoss setStream(PrintStream out) {
 		return this;
 	}
 
+	/**
+	 * Prints the current state of accumulated losses.
+	 */
 	public void print() {
 		String message = "Epoch " + epoch + " ";
 		for (int i = 0; i < baseLosses.length; i++)
@@ -69,7 +91,13 @@ public void print() {
 
 	@Override
 	public void onEndEpoch() {
-		if (epoch == 0 || epoch % every == 0)
+		double value = values.get(0);
+		if (value < bestLoss)
+			bestLoss = value;
+		if (printOnImproveOnly) {
+			if (value == bestLoss)
+				print();
+		} else if ((epoch == 0 || epoch % every == 0))
 			print();
 		values.setToZero();
 		batchCount = 0;
@@ -79,6 +107,7 @@ public void onEndEpoch() {
 	@Override
 	public void onEndTraining() {
 		epoch = 0;
+		bestLoss = Double.POSITIVE_INFINITY;
 	}
 
 	@Override

diff --git a/README.md b/README.md
@@ -21,6 +21,8 @@ requests for features and clarifications are welcome.
 
 ## :dart: [Javadoc](https://mklab-iti.github.io/JGNN/javadoc/)
 
+## :computer: [Tutorials](tutorials/README.md)
+
 ## :notebook: Citation
 
 ```

diff --git a/docs/javadoc/Benchmarks.html b/docs/javadoc/Benchmarks.html
@@ -1,7 +1,7 @@
 <!DOCTYPE HTML>
 <html lang="en">
 <head>
-<!-- Generated by javadoc (17) on Tue Aug 27 02:22:30 EEST 2024 -->
+<!-- Generated by javadoc (17) on Tue Aug 27 17:07:18 EEST 2024 -->
 <title>Benchmarks</title>
 <meta name="viewport" content="width=device-width, initial-scale=1">
 <meta http-equiv="Content-Type" content="text/html; charset=utf-8">

diff --git a/docs/javadoc/allclasses-index.html b/docs/javadoc/allclasses-index.html
@@ -1,7 +1,7 @@
 <!DOCTYPE HTML>
 <html lang="en">
 <head>
-<!-- Generated by javadoc (17) on Tue Aug 27 02:22:30 EEST 2024 -->
+<!-- Generated by javadoc (17) on Tue Aug 27 17:07:18 EEST 2024 -->
 <title>All Classes and Interfaces</title>
 <meta name="viewport" content="width=device-width, initial-scale=1">
 <meta http-equiv="Content-Type" content="text/html; charset=utf-8">

diff --git a/docs/javadoc/allpackages-index.html b/docs/javadoc/allpackages-index.html
@@ -1,7 +1,7 @@
 <!DOCTYPE HTML>
 <html lang="en">
 <head>
-<!-- Generated by javadoc (17) on Tue Aug 27 02:22:30 EEST 2024 -->
+<!-- Generated by javadoc (17) on Tue Aug 27 17:07:18 EEST 2024 -->
 <title>All Packages</title>
 <meta name="viewport" content="width=device-width, initial-scale=1">
 <meta http-equiv="Content-Type" content="text/html; charset=utf-8">

diff --git a/docs/javadoc/class-use/Benchmarks.html b/docs/javadoc/class-use/Benchmarks.html
@@ -1,7 +1,7 @@
 <!DOCTYPE HTML>
 <html lang="en">
 <head>
-<!-- Generated by javadoc (17) on Tue Aug 27 02:22:30 EEST 2024 -->
+<!-- Generated by javadoc (17) on Tue Aug 27 17:07:18 EEST 2024 -->
 <title>Uses of Class Benchmarks</title>
 <meta name="viewport" content="width=device-width, initial-scale=1">
 <meta http-equiv="Content-Type" content="text/html; charset=utf-8">

diff --git a/docs/javadoc/classification/LogisticRegression.html b/docs/javadoc/classification/LogisticRegression.html
@@ -1,7 +1,7 @@
 <!DOCTYPE HTML>
 <html lang="en">
 <head>
-<!-- Generated by javadoc (17) on Tue Aug 27 02:22:30 EEST 2024 -->
+<!-- Generated by javadoc (17) on Tue Aug 27 17:07:18 EEST 2024 -->
 <title>LogisticRegression</title>
 <meta name="viewport" content="width=device-width, initial-scale=1">
 <meta http-equiv="Content-Type" content="text/html; charset=utf-8">

diff --git a/docs/javadoc/classification/MLP.html b/docs/javadoc/classification/MLP.html
@@ -1,7 +1,7 @@
 <!DOCTYPE HTML>
 <html lang="en">
 <head>
-<!-- Generated by javadoc (17) on Tue Aug 27 02:22:30 EEST 2024 -->
+<!-- Generated by javadoc (17) on Tue Aug 27 17:07:18 EEST 2024 -->
 <title>MLP</title>
 <meta name="viewport" content="width=device-width, initial-scale=1">
 <meta http-equiv="Content-Type" content="text/html; charset=utf-8">

diff --git a/docs/javadoc/classification/class-use/LogisticRegression.html b/docs/javadoc/classification/class-use/LogisticRegression.html
@@ -1,7 +1,7 @@
 <!DOCTYPE HTML>
 <html lang="en">
 <head>
-<!-- Generated by javadoc (17) on Tue Aug 27 02:22:30 EEST 2024 -->
+<!-- Generated by javadoc (17) on Tue Aug 27 17:07:18 EEST 2024 -->
 <title>Uses of Class classification.LogisticRegression</title>
 <meta name="viewport" content="width=device-width, initial-scale=1">
 <meta http-equiv="Content-Type" content="text/html; charset=utf-8">

diff --git a/docs/javadoc/classification/class-use/MLP.html b/docs/javadoc/classification/class-use/MLP.html
@@ -1,7 +1,7 @@
 <!DOCTYPE HTML>
 <html lang="en">
 <head>
-<!-- Generated by javadoc (17) on Tue Aug 27 02:22:30 EEST 2024 -->
+<!-- Generated by javadoc (17) on Tue Aug 27 17:07:18 EEST 2024 -->
 <title>Uses of Class classification.MLP</title>
 <meta name="viewport" content="width=device-width, initial-scale=1">
 <meta http-equiv="Content-Type" content="text/html; charset=utf-8">

diff --git a/docs/javadoc/classification/package-summary.html b/docs/javadoc/classification/package-summary.html
@@ -1,7 +1,7 @@
 <!DOCTYPE HTML>
 <html lang="en">
 <head>
-<!-- Generated by javadoc (17) on Tue Aug 27 02:22:30 EEST 2024 -->
+<!-- Generated by javadoc (17) on Tue Aug 27 17:07:18 EEST 2024 -->
 <title>classification</title>
 <meta name="viewport" content="width=device-width, initial-scale=1">
 <meta http-equiv="Content-Type" content="text/html; charset=utf-8">

diff --git a/docs/javadoc/classification/package-tree.html b/docs/javadoc/classification/package-tree.html
@@ -1,7 +1,7 @@
 <!DOCTYPE HTML>
 <html lang="en">
 <head>
-<!-- Generated by javadoc (17) on Tue Aug 27 02:22:30 EEST 2024 -->
+<!-- Generated by javadoc (17) on Tue Aug 27 17:07:18 EEST 2024 -->
 <title>classification Class Hierarchy</title>
 <meta name="viewport" content="width=device-width, initial-scale=1">
 <meta http-equiv="Content-Type" content="text/html; charset=utf-8">

diff --git a/docs/javadoc/classification/package-use.html b/docs/javadoc/classification/package-use.html
@@ -1,7 +1,7 @@
 <!DOCTYPE HTML>
 <html lang="en">
 <head>
-<!-- Generated by javadoc (17) on Tue Aug 27 02:22:30 EEST 2024 -->
+<!-- Generated by javadoc (17) on Tue Aug 27 17:07:18 EEST 2024 -->
 <title>Uses of Package classification</title>
 <meta name="viewport" content="width=device-width, initial-scale=1">
 <meta http-equiv="Content-Type" content="text/html; charset=utf-8">

diff --git a/docs/javadoc/deprecated-list.html b/docs/javadoc/deprecated-list.html
@@ -1,7 +1,7 @@
 <!DOCTYPE HTML>
 <html lang="en">
 <head>
-<!-- Generated by javadoc (17) on Tue Aug 27 02:22:30 EEST 2024 -->
+<!-- Generated by javadoc (17) on Tue Aug 27 17:07:18 EEST 2024 -->
 <title>Deprecated List</title>
 <meta name="viewport" content="width=device-width, initial-scale=1">
 <meta http-equiv="Content-Type" content="text/html; charset=utf-8">

diff --git a/docs/javadoc/graphClassification/MeanPooling.html b/docs/javadoc/graphClassification/MeanPooling.html
@@ -1,7 +1,7 @@
 <!DOCTYPE HTML>
 <html lang="en">
 <head>
-<!-- Generated by javadoc (17) on Tue Aug 27 02:22:30 EEST 2024 -->
+<!-- Generated by javadoc (17) on Tue Aug 27 17:07:18 EEST 2024 -->
 <title>MeanPooling</title>
 <meta name="viewport" content="width=device-width, initial-scale=1">
 <meta http-equiv="Content-Type" content="text/html; charset=utf-8">

diff --git a/docs/javadoc/graphClassification/MessageSortPooling.html b/docs/javadoc/graphClassification/MessageSortPooling.html
@@ -1,7 +1,7 @@
 <!DOCTYPE HTML>
 <html lang="en">
 <head>
-<!-- Generated by javadoc (17) on Tue Aug 27 02:22:30 EEST 2024 -->
+<!-- Generated by javadoc (17) on Tue Aug 27 17:07:18 EEST 2024 -->
 <title>MessageSortPooling</title>
 <meta name="viewport" content="width=device-width, initial-scale=1">
 <meta http-equiv="Content-Type" content="text/html; charset=utf-8">

diff --git a/docs/javadoc/graphClassification/SortPooling.html b/docs/javadoc/graphClassification/SortPooling.html
@@ -1,7 +1,7 @@
 <!DOCTYPE HTML>
 <html lang="en">
 <head>
-<!-- Generated by javadoc (17) on Tue Aug 27 02:22:30 EEST 2024 -->
+<!-- Generated by javadoc (17) on Tue Aug 27 17:07:18 EEST 2024 -->
 <title>SortPooling</title>
 <meta name="viewport" content="width=device-width, initial-scale=1">
 <meta http-equiv="Content-Type" content="text/html; charset=utf-8">

diff --git a/docs/javadoc/graphClassification/SortPoolingManual.html b/docs/javadoc/graphClassification/SortPoolingManual.html
@@ -1,7 +1,7 @@
 <!DOCTYPE HTML>
 <html lang="en">
 <head>
-<!-- Generated by javadoc (17) on Tue Aug 27 02:22:30 EEST 2024 -->
+<!-- Generated by javadoc (17) on Tue Aug 27 17:07:18 EEST 2024 -->
 <title>SortPoolingManual</title>
 <meta name="viewport" content="width=device-width, initial-scale=1">
 <meta http-equiv="Content-Type" content="text/html; charset=utf-8">

diff --git a/docs/javadoc/graphClassification/TrajectoryData.html b/docs/javadoc/graphClassification/TrajectoryData.html
@@ -1,7 +1,7 @@
 <!DOCTYPE HTML>
 <html lang="en">
 <head>
-<!-- Generated by javadoc (17) on Tue Aug 27 02:22:30 EEST 2024 -->
+<!-- Generated by javadoc (17) on Tue Aug 27 17:07:18 EEST 2024 -->
 <title>TrajectoryData</title>
 <meta name="viewport" content="width=device-width, initial-scale=1">
 <meta http-equiv="Content-Type" content="text/html; charset=utf-8">

diff --git a/docs/javadoc/graphClassification/class-use/MeanPooling.html b/docs/javadoc/graphClassification/class-use/MeanPooling.html
@@ -1,7 +1,7 @@
 <!DOCTYPE HTML>
 <html lang="en">
 <head>
-<!-- Generated by javadoc (17) on Tue Aug 27 02:22:30 EEST 2024 -->
+<!-- Generated by javadoc (17) on Tue Aug 27 17:07:18 EEST 2024 -->
 <title>Uses of Class graphClassification.MeanPooling</title>
 <meta name="viewport" content="width=device-width, initial-scale=1">
 <meta http-equiv="Content-Type" content="text/html; charset=utf-8">

diff --git a/docs/javadoc/graphClassification/class-use/MessageSortPooling.html b/docs/javadoc/graphClassification/class-use/MessageSortPooling.html
@@ -1,7 +1,7 @@
 <!DOCTYPE HTML>
 <html lang="en">
 <head>
-<!-- Generated by javadoc (17) on Tue Aug 27 02:22:30 EEST 2024 -->
+<!-- Generated by javadoc (17) on Tue Aug 27 17:07:18 EEST 2024 -->
 <title>Uses of Class graphClassification.MessageSortPooling</title>
 <meta name="viewport" content="width=device-width, initial-scale=1">
 <meta http-equiv="Content-Type" content="text/html; charset=utf-8">

diff --git a/docs/javadoc/graphClassification/class-use/SortPooling.html b/docs/javadoc/graphClassification/class-use/SortPooling.html
@@ -1,7 +1,7 @@
 <!DOCTYPE HTML>
 <html lang="en">
 <head>
-<!-- Generated by javadoc (17) on Tue Aug 27 02:22:30 EEST 2024 -->
+<!-- Generated by javadoc (17) on Tue Aug 27 17:07:18 EEST 2024 -->
 <title>Uses of Class graphClassification.SortPooling</title>
 <meta name="viewport" content="width=device-width, initial-scale=1">
 <meta http-equiv="Content-Type" content="text/html; charset=utf-8">

diff --git a/docs/javadoc/graphClassification/class-use/SortPoolingManual.html b/docs/javadoc/graphClassification/class-use/SortPoolingManual.html
@@ -1,7 +1,7 @@
 <!DOCTYPE HTML>
 <html lang="en">
 <head>
-<!-- Generated by javadoc (17) on Tue Aug 27 02:22:30 EEST 2024 -->
+<!-- Generated by javadoc (17) on Tue Aug 27 17:07:18 EEST 2024 -->
 <title>Uses of Class graphClassification.SortPoolingManual</title>
 <meta name="viewport" content="width=device-width, initial-scale=1">
 <meta http-equiv="Content-Type" content="text/html; charset=utf-8">

diff --git a/docs/javadoc/graphClassification/class-use/TrajectoryData.html b/docs/javadoc/graphClassification/class-use/TrajectoryData.html
@@ -1,7 +1,7 @@
 <!DOCTYPE HTML>
 <html lang="en">
 <head>
-<!-- Generated by javadoc (17) on Tue Aug 27 02:22:30 EEST 2024 -->
+<!-- Generated by javadoc (17) on Tue Aug 27 17:07:18 EEST 2024 -->
 <title>Uses of Class graphClassification.TrajectoryData</title>
 <meta name="viewport" content="width=device-width, initial-scale=1">
 <meta http-equiv="Content-Type" content="text/html; charset=utf-8">

diff --git a/docs/javadoc/graphClassification/package-summary.html b/docs/javadoc/graphClassification/package-summary.html
@@ -1,7 +1,7 @@
 <!DOCTYPE HTML>
 <html lang="en">
 <head>
-<!-- Generated by javadoc (17) on Tue Aug 27 02:22:30 EEST 2024 -->
+<!-- Generated by javadoc (17) on Tue Aug 27 17:07:18 EEST 2024 -->
 <title>graphClassification</title>
 <meta name="viewport" content="width=device-width, initial-scale=1">
 <meta http-equiv="Content-Type" content="text/html; charset=utf-8">

diff --git a/docs/javadoc/graphClassification/package-tree.html b/docs/javadoc/graphClassification/package-tree.html
@@ -1,7 +1,7 @@
 <!DOCTYPE HTML>
 <html lang="en">
 <head>
-<!-- Generated by javadoc (17) on Tue Aug 27 02:22:30 EEST 2024 -->
+<!-- Generated by javadoc (17) on Tue Aug 27 17:07:18 EEST 2024 -->
 <title>graphClassification Class Hierarchy</title>
 <meta name="viewport" content="width=device-width, initial-scale=1">
 <meta http-equiv="Content-Type" content="text/html; charset=utf-8">

diff --git a/docs/javadoc/graphClassification/package-use.html b/docs/javadoc/graphClassification/package-use.html
@@ -1,7 +1,7 @@
 <!DOCTYPE HTML>
 <html lang="en">
 <head>
-<!-- Generated by javadoc (17) on Tue Aug 27 02:22:30 EEST 2024 -->
+<!-- Generated by javadoc (17) on Tue Aug 27 17:07:18 EEST 2024 -->
 <title>Uses of Package graphClassification</title>
 <meta name="viewport" content="width=device-width, initial-scale=1">
 <meta http-equiv="Content-Type" content="text/html; charset=utf-8">

diff --git a/docs/javadoc/help-doc.html b/docs/javadoc/help-doc.html
@@ -1,7 +1,7 @@
 <!DOCTYPE HTML>
 <html lang="en">
 <head>
-<!-- Generated by javadoc (17) on Tue Aug 27 02:22:30 EEST 2024 -->
+<!-- Generated by javadoc (17) on Tue Aug 27 17:07:18 EEST 2024 -->
 <title>API Help</title>
 <meta name="viewport" content="width=device-width, initial-scale=1">
 <meta http-equiv="Content-Type" content="text/html; charset=utf-8">

diff --git a/docs/javadoc/index-files/index-1.html b/docs/javadoc/index-files/index-1.html
@@ -1,7 +1,7 @@
 <!DOCTYPE HTML>
 <html lang="en">
 <head>
-<!-- Generated by javadoc (17) on Tue Aug 27 02:22:30 EEST 2024 -->
+<!-- Generated by javadoc (17) on Tue Aug 27 17:07:18 EEST 2024 -->
 <title>A-Index</title>
 <meta name="viewport" content="width=device-width, initial-scale=1">
 <meta http-equiv="Content-Type" content="text/html; charset=utf-8">

diff --git a/docs/javadoc/index-files/index-10.html b/docs/javadoc/index-files/index-10.html
@@ -1,7 +1,7 @@
 <!DOCTYPE HTML>
 <html lang="en">
 <head>
-<!-- Generated by javadoc (17) on Tue Aug 27 02:22:30 EEST 2024 -->
+<!-- Generated by javadoc (17) on Tue Aug 27 17:07:18 EEST 2024 -->
 <title>K-Index</title>
 <meta name="viewport" content="width=device-width, initial-scale=1">
 <meta http-equiv="Content-Type" content="text/html; charset=utf-8">

diff --git a/docs/javadoc/index-files/index-11.html b/docs/javadoc/index-files/index-11.html
@@ -1,7 +1,7 @@
 <!DOCTYPE HTML>
 <html lang="en">
 <head>
-<!-- Generated by javadoc (17) on Tue Aug 27 02:22:30 EEST 2024 -->
+<!-- Generated by javadoc (17) on Tue Aug 27 17:07:18 EEST 2024 -->
 <title>L-Index</title>
 <meta name="viewport" content="width=device-width, initial-scale=1">
 <meta http-equiv="Content-Type" content="text/html; charset=utf-8">
@@ -129,6 +129,8 @@ <h2 class="title" id="I:L">L</h2>
 <dd>&nbsp;</dd>
 <dt><a href="../mklab/JGNN/adhoc/Dataset.html#loadGraph(java.lang.String)" class="member-name-link">loadGraph(String)</a> - Method in class mklab.JGNN.adhoc.<a href="../mklab/JGNN/adhoc/Dataset.html" title="class in mklab.JGNN.adhoc">Dataset</a></dt>
 <dd>&nbsp;</dd>
+<dt><a href="../mklab/JGNN/nn/NNOperation.ThreadData.html#lock()" class="member-name-link">lock()</a> - Method in class mklab.JGNN.nn.<a href="../mklab/JGNN/nn/NNOperation.ThreadData.html" title="class in mklab.JGNN.nn">NNOperation.ThreadData</a></dt>
+<dd>&nbsp;</dd>
 <dt><a href="../mklab/JGNN/core/tensor/DenseTensor.html#log()" class="member-name-link">log()</a> - Method in class mklab.JGNN.core.tensor.<a href="../mklab/JGNN/core/tensor/DenseTensor.html" title="class in mklab.JGNN.core.tensor">DenseTensor</a></dt>
 <dd>&nbsp;</dd>
 <dt><a href="../mklab/JGNN/core/Tensor.html#log()" class="member-name-link">log()</a> - Method in class mklab.JGNN.core.<a href="../mklab/JGNN/core/Tensor.html" title="class in mklab.JGNN.core">Tensor</a></dt>

diff --git a/docs/javadoc/index-files/index-12.html b/docs/javadoc/index-files/index-12.html
@@ -1,7 +1,7 @@
 <!DOCTYPE HTML>
 <html lang="en">
 <head>
-<!-- Generated by javadoc (17) on Tue Aug 27 02:22:30 EEST 2024 -->
+<!-- Generated by javadoc (17) on Tue Aug 27 17:07:18 EEST 2024 -->
 <title>M-Index</title>
 <meta name="viewport" content="width=device-width, initial-scale=1">
 <meta http-equiv="Content-Type" content="text/html; charset=utf-8">

diff --git a/docs/javadoc/index-files/index-13.html b/docs/javadoc/index-files/index-13.html
@@ -1,7 +1,7 @@
 <!DOCTYPE HTML>
 <html lang="en">
 <head>
-<!-- Generated by javadoc (17) on Tue Aug 27 02:22:30 EEST 2024 -->
+<!-- Generated by javadoc (17) on Tue Aug 27 17:07:18 EEST 2024 -->
 <title>N-Index</title>
 <meta name="viewport" content="width=device-width, initial-scale=1">
 <meta http-equiv="Content-Type" content="text/html; charset=utf-8">

diff --git a/docs/javadoc/index-files/index-14.html b/docs/javadoc/index-files/index-14.html
@@ -1,7 +1,7 @@
 <!DOCTYPE HTML>
 <html lang="en">
 <head>
-<!-- Generated by javadoc (17) on Tue Aug 27 02:22:30 EEST 2024 -->
+<!-- Generated by javadoc (17) on Tue Aug 27 17:07:18 EEST 2024 -->
 <title>O-Index</title>
 <meta name="viewport" content="width=device-width, initial-scale=1">
 <meta http-equiv="Content-Type" content="text/html; charset=utf-8">
-Original file line number
+Diff line change
@@ Expand Up / @@ -21,6 +21,8 @@ requests for features and clarifications are welcome. @@
     ## :dart: [Javadoc](https://mklab-iti.github.io/JGNN/javadoc/)
+    ## :computer: [Tutorials](tutorials/README.md)
     ## :notebook: Citation
     ```
@@ Expand Down @@