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merged changes from tensorflow#25
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daviddao committed Mar 19, 2016
2 parents 55a34ae + 2ac5f73 commit a472ac9
Showing 1 changed file with 4 additions and 3 deletions.
7 changes: 4 additions & 3 deletions autoencoder/VariationalAutoencoderRunner.py
Original file line number Diff line number Diff line change
Expand Up @@ -9,8 +9,9 @@
mnist = input_data.read_data_sets('MNIST_data', one_hot = True)


def minmax_scale(X_train, X_test):
preprocessor = prep.MinMaxScaler(feature_range=(0, 1)).fit(X_train)

def min_max_scale(X_train, X_test):
preprocessor = prep.MinMaxScaler().fit(X_train)
X_train = preprocessor.transform(X_train)
X_test = preprocessor.transform(X_test)
return X_train, X_test
Expand All @@ -21,7 +22,7 @@ def get_random_block_from_data(data, batch_size):
return data[start_index:(start_index + batch_size)]


X_train, X_test = minmax_scale(mnist.train.images, mnist.test.images)
X_train, X_test = min_max_scale(mnist.train.images, mnist.test.images)

n_samples = int(mnist.train.num_examples)
training_epochs = 20
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