Merge pull request #7 from yossiz74/patch-3

Don't modify test_dataset when training

Author: jdwittenauer

notebooks/tensorflow/Tensorflow-1-NotMNIST.ipynb

@@ -935,13 +935,13 @@
     "train_sample = np.reshape(train_sample, (samples, width * height))\n",
     "\n",
     "(samples, width, height) = test_dataset.shape\n",
-    "test_dataset = np.reshape(test_dataset, (samples, width * height))\n",
+    "test_dataset_reshaped = np.reshape(test_dataset, (samples, width * height))\n",
     "\n",
     "model = LogisticRegression(penalty='l2', C=1.0)\n",
     "model.fit(train_sample, train_sample_labels)\n",
     "\n",
     "train_score = model.score(train_sample, train_sample_labels)\n",
-    "test_score = model.score(test_dataset, test_labels)\n",
+    "test_score = model.score(test_dataset_reshaped, test_labels)\n",
     "print('Training score = ', train_score)\n",
     "print('Test score = ', test_score)"
    ]