├── .gitignore ├── README.md ├── dvi ├── __init__.py ├── bayes_layers.py ├── bayes_models.py ├── bayes_utils.py ├── dataset.py ├── invgamma.py ├── kl.py ├── loss.py ├── plot.py └── variables.py ├── main.ipynb ├── main.py └── test ├── InvGamma_validation.ipynb └── check.ipynb /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makora9143/deterministic-variational-inference-pytorch/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makora9143/deterministic-variational-inference-pytorch/HEAD/README.md -------------------------------------------------------------------------------- /dvi/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /dvi/bayes_layers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makora9143/deterministic-variational-inference-pytorch/HEAD/dvi/bayes_layers.py -------------------------------------------------------------------------------- /dvi/bayes_models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makora9143/deterministic-variational-inference-pytorch/HEAD/dvi/bayes_models.py -------------------------------------------------------------------------------- /dvi/bayes_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makora9143/deterministic-variational-inference-pytorch/HEAD/dvi/bayes_utils.py -------------------------------------------------------------------------------- /dvi/dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makora9143/deterministic-variational-inference-pytorch/HEAD/dvi/dataset.py -------------------------------------------------------------------------------- /dvi/invgamma.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makora9143/deterministic-variational-inference-pytorch/HEAD/dvi/invgamma.py -------------------------------------------------------------------------------- /dvi/kl.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makora9143/deterministic-variational-inference-pytorch/HEAD/dvi/kl.py -------------------------------------------------------------------------------- /dvi/loss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makora9143/deterministic-variational-inference-pytorch/HEAD/dvi/loss.py -------------------------------------------------------------------------------- /dvi/plot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makora9143/deterministic-variational-inference-pytorch/HEAD/dvi/plot.py -------------------------------------------------------------------------------- /dvi/variables.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makora9143/deterministic-variational-inference-pytorch/HEAD/dvi/variables.py -------------------------------------------------------------------------------- /main.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makora9143/deterministic-variational-inference-pytorch/HEAD/main.ipynb -------------------------------------------------------------------------------- /main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makora9143/deterministic-variational-inference-pytorch/HEAD/main.py -------------------------------------------------------------------------------- /test/InvGamma_validation.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makora9143/deterministic-variational-inference-pytorch/HEAD/test/InvGamma_validation.ipynb -------------------------------------------------------------------------------- /test/check.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/makora9143/deterministic-variational-inference-pytorch/HEAD/test/check.ipynb --------------------------------------------------------------------------------