gpytorch
https://github.com/cornellius-gp/gpytorch
Python
A highly efficient implementation of Gaussian Processes in PyTorch
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- Issues
- [Bug] Most Likely Heteroskedastic GP crashes because of NaN in noise_model
- [Bug] PeriodicKernel.lengthscale is not used as a lengthscale
- [Bug] Negative variance when predicting KISS-GP output in DKL framework
- [Feature Request] GPytorch C++ API Frontend
- Prediction using full Bayesian GPs (loading from disk)
- Combining MultitaskKernel and InducingPointKernel
- [Docs] Regarding using additive kernels in SV Deep Kernel learning for classification
- torch.gather does not work with Batch GPs
- [Docs] Correct usage of FixedNoiseGaussianLikelihood in variational models
- Conflicting results when drawing samples from a trained variational model in different ways
- Docs
- Python not yet supported