├── .gitignore ├── .travis.yml ├── Dockerfile ├── LICENSE ├── README.md ├── conda-requirements.txt ├── experiments ├── check_results.py ├── no_dropout_mnist.py ├── run_10.sh ├── srivastava_mnist.py ├── traditional_mnist.py ├── variationalA2_mnist.py ├── variationalA_mnist.py ├── variationalB_mnist.py └── wang_mnist.py ├── extra_requirements.txt ├── notebooks ├── Comparing Empirical Variance.ipynb ├── Investigative Adaptive Properties.ipynb └── Opening Results.ipynb ├── presentation ├── Dockerfile ├── images │ ├── actform.png │ ├── alpha_image.png │ ├── alpha_training.png │ ├── correlated.png │ ├── courville_backprop.png │ ├── courville_vae.png │ ├── dropout_diagram.png │ ├── figure1.png │ ├── figure1a.png │ ├── figure1b.png │ ├── ignore.png │ ├── indep.png │ ├── kingma_manifold.png │ ├── plates.png │ ├── plates.svg │ ├── rbm.png │ ├── rbm.svg │ ├── replfigure1a.png │ ├── replfigure1b.png │ ├── repltable1.png │ ├── table1.png │ ├── vae.png │ ├── vae.svg │ ├── varderiv.png │ ├── varplates.png │ ├── varplates.svg │ └── wang_dropout.png ├── out\pigs-variational-dropout-math-dvi.log ├── pigs-variational-dropout-citations.bib └── pigs-variational-dropout.mdk ├── requirements.txt ├── setup.py ├── tests └── test_dummy.py └── varout ├── __init__.py ├── experiments.py ├── layers.py └── objectives.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gngdb/variational-dropout/HEAD/.gitignore -------------------------------------------------------------------------------- /.travis.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gngdb/variational-dropout/HEAD/.travis.yml -------------------------------------------------------------------------------- /Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/gngdb/variational-dropout/HEAD/Dockerfile 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