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This repository estimates uncertainty using GANs and other machine learning models such as GPs and BNNs.

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GANdy

This repository estimates uncertainty using GANs and other machine learning models such as GPs and BNNs.

Installation

In console, execute the following command where package_path is the path to the folder containing this Readme (GANdy):

pip install package_path

It can then be imported on the installed environment as gandy.

For developers

To install the development environment conda env create --file devenv.yml. If any new installed development dependancies, add them to the devenv.yml environment file by Manually adding the dependency, eg.

- python=3.6.*

To update dev environment with new dependencies in the .yml file, conda env update --file devenv.yml

./working/ is a workspace for notebooks/testing. It will be ignored by git by default, and will be removed upon release. To specifically "save" your files to git or to share work with other developers, use git add --force working.

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This repository estimates uncertainty using GANs and other machine learning models such as GPs and BNNs.

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