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Merge pull request Azure#930 from Azure/release_update/Release-44
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update samples from Release-44 as a part of  SDK release
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harneetvirk committed Apr 17, 2020
2 parents b881f78 + 24f8651 commit 7970209
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Showing 2 changed files with 10 additions and 6 deletions.
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"source": [
"# make sure utils.py is in the same directory as this code\n",
"from utils import load_data\n",
"import glob\n",
"\n",
"\n",
"# note we also shrink the intensity values (X) from 0-255 to 0-1. This helps the model converge faster.\n",
"X_train = load_data(os.path.join(data_folder, \"train-images-idx3-ubyte.gz\"), False) / 255.0\n",
"X_test = load_data(os.path.join(data_folder, \"t10k-images-idx3-ubyte.gz\"), False) / 255.0\n",
"y_train = load_data(os.path.join(data_folder, \"train-labels-idx1-ubyte.gz\"), True).reshape(-1)\n",
"y_test = load_data(os.path.join(data_folder, \"t10k-labels-idx1-ubyte.gz\"), True).reshape(-1)\n",
"X_train = load_data(glob.glob(os.path.join(data_folder,\"**/train-images-idx3-ubyte.gz\"), recursive=True)[0], False) / 255.0\n",
"X_test = load_data(glob.glob(os.path.join(data_folder,\"**/t10k-images-idx3-ubyte.gz\"), recursive=True)[0], False) / 255.0\n",
"y_train = load_data(glob.glob(os.path.join(data_folder,\"**/train-labels-idx1-ubyte.gz\"), recursive=True)[0], True).reshape(-1)\n",
"y_test = load_data(glob.glob(os.path.join(data_folder,\"**/t10k-labels-idx1-ubyte.gz\"), recursive=True)[0], True).reshape(-1)\n",
"\n",
"\n",
"# now let's show some randomly chosen images from the traininng set.\n",
"count = 0\n",
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"source": [
"from utils import load_data\n",
"import os\n",
"import glob\n",
"\n",
"data_folder = os.path.join(os.getcwd(), 'data')\n",
"# note we also shrink the intensity values (X) from 0-255 to 0-1. This helps the neural network converge faster\n",
"X_test = load_data(os.path.join(data_folder, 't10k-images-idx3-ubyte.gz'), False) / 255.0\n",
"y_test = load_data(os.path.join(data_folder, 't10k-labels-idx1-ubyte.gz'), True).reshape(-1)"
"X_test = load_data(glob.glob(os.path.join(data_folder,\"**/t10k-images-idx3-ubyte.gz\"), recursive=True)[0], False) / 255.0\n",
"y_test = load_data(glob.glob(os.path.join(data_folder,\"**/t10k-labels-idx1-ubyte.gz\"), recursive=True)[0], True).reshape(-1)"
]
},
{
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