Update

.github/workflows/deploy.yml

@@ -10,19 +10,18 @@ on:
 jobs:
   build-and-deploy-book:
     runs-on: ubuntu-latest
-    strategy:
-      matrix:
-        python-version: ["3.10"]
+
     steps:
-    - uses: actions/checkout@v3
+    - uses: actions/checkout@v4
 
     # Install dependencies
-    - name: Set up Python ${{ matrix.python-version }}
+    - name: Set up Python
       uses: actions/setup-python@v4
       with:
-        python-version: ${{ matrix.python-version }}
+        python-version: '3.10'
     - name: Install dependencies
       run: |
+        python -m pip install --upgrade pip
         pip install -r requirements.txt
 
     # Build the book

Lesson1_FNN.ipynb

@@ -484,7 +484,7 @@
         "\n",
         "# Hyperparameters\n",
         "batch_size = 32\n",
-        "epochs = 500\n",
+        "epochs = 1000\n",
         "learning_rate = 1e-2\n",
         "n_hidden = 20\n",
         "\n",
@@ -685,13 +685,6 @@
         "plot_contour_map(X, Y, Z_pred, title='(b) Predicted')\n",
         "plot_contour_map(X, Y, Z_diff, title='(c) Difference', levels=[-4, -2, 0, 2, 4])"
       ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {},
-      "outputs": [],
-      "source": []
     }
   ],
   "metadata": {

_config.yml

@@ -13,7 +13,15 @@ logo                        : logo.png  # A path to the book logo
 # Force re-execution of notebooks on each build.
 # See https://jupyterbook.org/content/execute.html
 execute:
-  execute_notebooks: force
+  execute_notebooks: auto
+  run_in_temp: true
+  timeout: 300
+  exclude_patterns:
+    - 'Lesson3_BP.ipynb'
+    - 'Lesson4_DeepPot.ipynb'
+    - 'Lesson5_BP-FNN_MLP.ipynb'
+    - 'Lesson6_DeepPot-FNN_MLP.ipynb'
+    - 'Lesson7_BP-GPR_MLP.ipynb'
 
 only_build_toc_files: true