diff --git a/ProgrammingAssignment_1/model.ipynb b/ProgrammingAssignment_1/model.ipynb index a35f7529fb6c5cb4b89733f4f10152a79fca0c59..0bd8990ca785eeef47e09ae3406c1ee97fc6fab7 100644 --- a/ProgrammingAssignment_1/model.ipynb +++ b/ProgrammingAssignment_1/model.ipynb @@ -58,9 +58,7 @@ " '''\n", " \n", " # read in features and labels\n", - " features = np.genfromtxt(feature_file)\n", - " labels = np.genfromtxt(label_file)\n", - " \n", + " return features, labels" ] }, @@ -87,17 +85,6 @@ " '''\n", " \n", " # number of test and validation examples\n", - " t_size = np.int(np.ceil(size*t))\n", - " v_size = np.int(np.ceil(size*v))\n", - "\n", - " # shuffle the indices\n", - " permuted = np.random.permutation(size)\n", - " \n", - " # spare the first t_size for test\n", - " test_indices = permuted[:t_size]\n", - " # and the next v_size for validation\n", - " val_indices = permuted[t_size+1:t_size+v_size+1]\n", - " train_indices = np.delete(np.arange(size), np.append(test_indices, val_indices), 0)\n", " \n", " return test_indices, val_indices, train_indices" ]