Beginning Anomaly Detection Using

visible_unit_type: If the visible units are of type binary or gauss

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main_dir: The main directory where to put the models and the 

directories for data and summary

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model_name: The name of the model used when saving

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gibbs_sampling_steps: (Optional) Default is 1.

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learning_rate: (Optional) Set to the default value of 0.01. Specifies 

the learning rate.

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momentum: The value for momentum to use in gradient descent. 

Default is 0.9.

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l2: The l2-weight decay. Default is 0.001.

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batch_size: (Optional) Default is 10.

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num_epochs: (Optional) Default is 10.

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stddev: (Optional) Default is 0.1. Ignored if the visible_unit_type is 

not gauss.

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verbose: (Optional) Default is 0. A value of 1 shows the outputs, and 

0 shows nothing.

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