Add Fashion MNIST neural-network demo.

CJonesTSU · Dec 24, 2018 · 34c4ac1 · 34c4ac1
1 parent 403ea23
commit 34c4ac1
Show file tree

Hide file tree

Showing 2 changed files with 736 additions and 3 deletions.
diff --git a/notebooks/neural_network/multilayer_perceptron_demo.ipynb b/notebooks/neural_network/multilayer_perceptron_demo.ipynb
@@ -449,7 +449,7 @@
     "\n",
     "# Go through the first numbers in a training set and plot them.\n",
     "for plot_index in range(numbers_to_display):\n",
-    "    # Extrace digit data.\n",
+    "    # Extract digit data.\n",
     "    digit = data[plot_index:plot_index + 1].values\n",
     "    digit_label = digit[0][0]\n",
     "    digit_pixels = digit[0][1:]\n",
@@ -609,7 +609,7 @@
    "source": [
     "### Plot Test Dataset Predictions\n",
     "\n",
-    "In order to illustrate how our model classifies unknown examples let's plot first 64 predictions for testing dataset. All green digits on the plot below have been recognized corrctly but all the red digits have not been recognized correctly by our classifier. On top of each digit image you may see the class (the number) that has been recognized on the image."
+    "In order to illustrate how our model classifies unknown examples let's plot first 64 predictions for testing dataset. All green digits on the plot below have been recognized correctly but all the red digits have not been recognized correctly by our classifier. On top of each digit image you may see the class (the number) that has been recognized on the image."
    ]
   },
   {
@@ -640,7 +640,7 @@
     "\n",
     "# Go through the first numbers in a test set and plot them.\n",
     "for plot_index in range(numbers_to_display):\n",
-    "    # Extrace digit data.\n",
+    "    # Extract digit data.\n",
     "    digit_label = y_test[plot_index, 0]\n",
     "    digit_pixels = x_test[plot_index, :]\n",
     "    \n",