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stetef committed Mar 15, 2021
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Automatically creating and comparing supervised machine learning models capable of returning uncertainty estimates in addition to predictions.

__Current Functionality__:
- [ ] Instantialize, train, and use uncertainty models
- - [ ] Gaussian Processes
- - [ ] Bayesian Neural Networks
- - [ ] uncertainty GANs
- [ ] Judge the quality of produced uncertainties with uncertainty metrics
- [x] Instantialize, train, and use uncertainty models
- - [x] Gaussian Processes
- - [x] Bayesian Neural Networks
- - [x] uncertainty GANs
- [x] Judge the quality of produced uncertainties with uncertainty metrics
- [x] Comparison of model structures
- [ ] Model optimization to uncertainty metrics
- [ ] Comparison of model structures

## Installation
In console, execute the following command where <code>package_path</code> is the path to the folder containing this Readme (GANdy):
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