Commit 289a2f99 authored by Alan Yee's avatar Alan Yee Committed by GitHub
Browse files

Update AdditiveGaussianNoiseAutoencoderRunner.py

Remove spacing according to PEP 8
parent 4215b489
......@@ -9,7 +9,7 @@ from tensorflow.examples.tutorials.mnist import input_data
from autoencoder_models.DenoisingAutoencoder import AdditiveGaussianNoiseAutoencoder
mnist = input_data.read_data_sets('MNIST_data', one_hot = True)
mnist = input_data.read_data_sets('MNIST_data', one_hot=True)
def standard_scale(X_train, X_test):
......@@ -32,11 +32,11 @@ batch_size = 128
display_step = 1
autoencoder = AdditiveGaussianNoiseAutoencoder(
n_input = 784,
n_hidden = 200,
transfer_function = tf.nn.softplus,
optimizer = tf.train.AdamOptimizer(learning_rate = 0.001),
scale = 0.01)
n_input=784,
n_hidden=200,
transfer_function=tf.nn.softplus,
optimizer=tf.train.AdamOptimizer(learning_rate = 0.001),
scale=0.01)
for epoch in range(training_epochs):
avg_cost = 0.
......
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