├── Archive ├── Loss.py ├── Loss.pyc ├── SDA.py ├── SDA.pyc ├── dA.py ├── dA.pyc ├── lggd.py ├── res_dA.png ├── somDA_0.5_hidden_noise_MSE.png ├── somDA_cross_entropy_no_hidden.png ├── somDA_dropout_at_the_input.png ├── somDA_gaussian_noise.png └── somDA_no_noise.png ├── Layers.py ├── Layers.pyc ├── Noise.py ├── Noise.pyc ├── README.md ├── SDA_layers.py ├── SDA_layers.pyc ├── demo.py ├── demo.pyc ├── mnist └── mnist.pkl.gz ├── results ├── Thumbs.db ├── dA_non_stochastic.png ├── dA_non_stochastic_regularized.png ├── dA_non_stochastic_regularized_90percent_dropouts.png ├── dA_non_stochastic_regularized_90percent_dropouts_4700_epochs.png ├── dA_non_stochastic_regularized_90percent_dropouts_4700_epochs_20_20.png ├── dA_non_stochastic_regularized_90percent_dropouts_9000_epochs.png ├── dA_stochastic_noisy_unit.png ├── res_dA.png ├── somDA_1000k_MSE_0.2_SP.png └── somDA_SP_500k.png ├── tools.py ├── tools.pyc ├── utils.py └── utils.pyc /Archive/Loss.py: 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