Gpyconform

Latest version: v0.1.1

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0.1.1

Updates
- **GPyTorch Compatibility**: Updated the required GPyTorch version to v1.13.

Fixes
- **Precision Issue in PredictionIntervals**: Resolved a floating-point precision issue that prevented some confidence levels from being correctly identified.

0.1.0

🎉 Welcome to the first release of [GPyConform](https://github.com/harrisp/GPyConform)! **GPyConform** extends the [GPyTorch](https://gpytorch.ai) library by implementing (Full) Conformal Prediction for Gaussian Process Regression.

Features
- **Provably Valid Prediction Intervals**: Provides Prediction Intervals with guaranteed coverage under minimal assumptions (data exchangeability).
- **Full Utilization of GPyTorch**: Leverages the robust and efficient GP modeling capabilities of GPyTorch.
- **Supports Both Symmetric and Asymmetric Prediction Intervals**: Implements both the symmetric and asymmetric Full Conformal Prediction approaches for constructing Prediction Intervals.

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