Merge pull request Azure#10 from rastala/master

AutoML fixes

Author: rastala

automl/01.auto-ml-classification.ipynb

@@ -122,13 +122,9 @@
     "\n",
     "digits = datasets.load_digits()\n",
     "\n",
-    "# only take the first 100 rows if you want the training steps to run faster\n",
-    "#X_digits = digits.data[100:,:]\n",
-    "#y_digits = digits.target[100:]\n",
-    "\n",
-    "# use full dataset\n",
-    "X_digits = digits.data\n",
-    "y_digits = digits.target"
+    "# Exclude the first 100 rows from training so that they can be used for test.\n",
+    "X_digits = digits.data[100:,:]\n",
+    "y_digits = digits.target[100:]"
    ]
   },
   {

automl/03.auto-ml-remote-execution.ipynb

@@ -175,8 +175,8 @@
     "def get_data():\n",
     "    \n",
     "    digits = datasets.load_digits()\n",
-    "    X_digits = digits.data\n",
-    "    y_digits = digits.target\n",
+    "    X_digits = digits.data[100:,:]\n",
+    "    y_digits = digits.target[100:]\n",
     "\n",
     "    return { \"X\" : X_digits, \"y\" : y_digits }"
    ]