Update notebooks

fchollet · fchollet · commit 54335cf48346 · 2025-08-01T13:56:39.000-07:00
diff --git a/chapter02_mathematical-building-blocks.ipynb b/chapter02_mathematical-building-blocks.ipynb
@@ -1404,15 +1404,6 @@
     "matches = predicted_labels == test_labels\n",
     "f\"accuracy: {ops.mean(matches):.2f}\""
    ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text"
-   },
-   "source": [
-    "### Summary"
-   ]
   }
  ],
  "metadata": {
diff --git a/chapter03_introduction-to-ml-frameworks.ipynb b/chapter03_introduction-to-ml-frameworks.ipynb
@@ -1720,15 +1720,6 @@
     "predictions = model.predict(val_inputs, batch_size=128)\n",
     "print(predictions[:10])"
    ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text"
-   },
-   "source": [
-    "### Summary"
-   ]
   }
  ],
  "metadata": {
diff --git a/chapter04_classification-and-regression.ipynb b/chapter04_classification-and-regression.ipynb
@@ -1246,15 +1246,6 @@
    "source": [
     "#### Wrapping up"
    ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text"
-   },
-   "source": [
-    "### Summary"
-   ]
   }
  ],
  "metadata": {
diff --git a/chapter05_fundamentals-of-ml.ipynb b/chapter05_fundamentals-of-ml.ipynb
@@ -926,15 +926,6 @@
     "plt.legend()\n",
     "plt.show()"
    ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text"
-   },
-   "source": [
-    "### Summary"
-   ]
   }
  ],
  "metadata": {
diff --git a/chapter07_deep-dive-keras.ipynb b/chapter07_deep-dive-keras.ipynb
@@ -1885,15 +1885,6 @@
     "        )\n",
     "        return logs, state"
    ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text"
-   },
-   "source": [
-    "### Summary"
-   ]
   }
  ],
  "metadata": {
diff --git a/chapter08_image-classification.ipynb b/chapter08_image-classification.ipynb
@@ -971,15 +971,6 @@
     "test_loss, test_acc = model.evaluate(test_dataset)\n",
     "print(f\"Test accuracy: {test_acc:.3f}\")"
    ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text"
-   },
-   "source": [
-    "### Summary"
-   ]
   }
  ],
  "metadata": {
diff --git a/chapter09_convnet-architecture-patterns.ipynb b/chapter09_convnet-architecture-patterns.ipynb
@@ -322,15 +322,6 @@
    "source": [
     "### Beyond convolution: Vision Transformers"
    ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text"
-   },
-   "source": [
-    "### Summary"
-   ]
   }
  ],
  "metadata": {
diff --git a/chapter10_interpreting-what-convnets-learn.ipynb b/chapter10_interpreting-what-convnets-learn.ipynb
@@ -931,15 +931,6 @@
    "source": [
     "### Visualizing the latent space of a convnet"
    ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text"
-   },
-   "source": [
-    "### Summary"
-   ]
   }
  ],
  "metadata": {
diff --git a/chapter11_image-segmentation.ipynb b/chapter11_image-segmentation.ipynb
@@ -629,15 +629,6 @@
     "show_box(input_box, plt.gca())\n",
     "plt.show()"
    ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text"
-   },
-   "source": [
-    "### Summary"
-   ]
   }
  ],
  "metadata": {
diff --git a/chapter12_object-detection.ipynb b/chapter12_object-detection.ipynb
@@ -657,15 +657,6 @@
     "    draw_box(ax, box, label_name, label_to_color(label))\n",
     "plt.show()"
    ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text"
-   },
-   "source": [
-    "### Summary"
-   ]
   }
  ],
  "metadata": {
diff --git a/chapter13_timeseries-forecasting.ipynb b/chapter13_timeseries-forecasting.ipynb
@@ -655,15 +655,6 @@
    "source": [
     "### Going even further"
    ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text"
-   },
-   "source": [
-    "### Summary"
-   ]
   }
  ],
  "metadata": {
diff --git a/chapter14_text-classification.ipynb b/chapter14_text-classification.ipynb
@@ -1364,15 +1364,6 @@
     "test_loss, test_acc = model.evaluate(sequence_test_ds)\n",
     "test_acc"
    ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text"
-   },
-   "source": [
-    "### Summary"
-   ]
   }
  ],
  "metadata": {
diff --git a/chapter15_language-models-and-the-transformer.ipynb b/chapter15_language-models-and-the-transformer.ipynb
@@ -1134,15 +1134,6 @@
    "source": [
     "### What makes the Transformer effective?"
    ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text"
-   },
-   "source": [
-    "### Summary"
-   ]
   }
  ],
  "metadata": {
diff --git a/chapter16_text-generation.ipynb b/chapter16_text-generation.ipynb
@@ -1151,15 +1151,6 @@
    "source": [
     "### Where are LLMs heading next?"
    ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text"
-   },
-   "source": [
-    "### Summary"
-   ]
   }
  ],
  "metadata": {
diff --git a/chapter17_image-generation.ipynb b/chapter17_image-generation.ipynb
@@ -843,15 +843,6 @@
     "    images.append(scale_output(image))\n",
     "display(images)"
    ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text"
-   },
-   "source": [
-    "### Summary"
-   ]
   }
  ],
  "metadata": {
diff --git a/chapter18_best-practices-for-the-real-world.ipynb b/chapter18_best-practices-for-the-real-world.ipynb
@@ -539,15 +539,6 @@
    "source": [
     "ops.matmul(x, kernel)"
    ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {
-    "colab_type": "text"
-   },
-   "source": [
-    "### Summary"
-   ]
   }
  ],
  "metadata": {
