PennyLaneAI · vinayak19th · Sep 22, 2025 · Sep 22, 2025 · Sep 22, 2025 · Sep 22, 2025
diff --git a/.gitignore b/.gitignore
@@ -22,3 +22,5 @@ sg_execution_times.rst
 
 # Generated after installation
 .github/workflows/qml_pipeline_utils/build/
+.vscode/
+.vscode/settings.json
diff --git a/.vscode/settings.json b/.vscode/settings.json
diff --git a/_static/demonstration_assets/keras_3_training/circuit_plot.png b/_static/demonstration_assets/keras_3_training/circuit_plot.png
diff --git a/_static/demonstration_assets/keras_3_training/circuit_plot_keras.png b/_static/demonstration_assets/keras_3_training/circuit_plot_keras.png
diff --git a/_static/demonstration_assets/keras_3_training/loaded_model_fit.png b/_static/demonstration_assets/keras_3_training/loaded_model_fit.png
diff --git a/_static/demonstration_assets/keras_3_training/original_data.png b/_static/demonstration_assets/keras_3_training/original_data.png
diff --git a/_static/demonstration_assets/keras_3_training/random_init_keras.png b/_static/demonstration_assets/keras_3_training/random_init_keras.png
diff --git a/_static/demonstration_assets/keras_3_training/random_init_numpy.png b/_static/demonstration_assets/keras_3_training/random_init_numpy.png
diff --git a/_static/demonstration_assets/keras_3_training/trained_model_fit.png.png b/_static/demonstration_assets/keras_3_training/trained_model_fit.png.png
diff --git a/demonstrations_v2/tutorial_keras_3_training/demo.py b/demonstrations_v2/tutorial_keras_3_training/demo.py
diff --git a/demonstrations_v2/tutorial_keras_3_training/metadata.json b/demonstrations_v2/tutorial_keras_3_training/metadata.json
@@ -0,0 +1,32 @@
+{
+  "title": "Keras 3 Training",
+  "authors": [
+    {
+      "username": "vinayak19th"
+    }
+  ],
+  "executable_stable": true,
+  "executable_latest": true,
+  "dateOfPublication": "2025-09-21T11:10:00-07:00",
+  "dateOfLastModification": "2025-09-21T11:10:00-07:00",
+  "categories": [
+    "Getting Started",
+    "Quantum Machine Learning",
+    "How-to",
+    "Devices and Performance"
+  ],
+  "tags": [],
+  "previewImages": [
+    {
+      "type": "thumbnail",
+      "uri": "/_static/demonstration_assets/qnn_module/Keras_logo.png"
+    }
+  ],
+  "seoDescription": "A demo showing how to integrate a pennylane circuit into keras 3 and train it using both pytorch and tensorflow",
+  "doi": "",
+  "references": [],
+  "basedOnPapers": [],
+  "referencedByPapers": [],
+  "relatedContent": []
+}
+
diff --git a/demonstrations_v2/tutorial_keras_3_training/model.keras b/demonstrations_v2/tutorial_keras_3_training/model.keras
diff --git a/demonstrations_v2/tutorial_keras_3_training/requirements.in b/demonstrations_v2/tutorial_keras_3_training/requirements.in
@@ -0,0 +1,4 @@
+keras==3.11.3
+pennylane==0.42.3
+torch>2.0.0
+tensorflow>2.16.0