gpytorch
https://github.com/cornellius-gp/gpytorch
Python
A highly efficient implementation of Gaussian Processes in PyTorch
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- Issues
- Mean field VI for function and input-dependent lengthscale for non-stationary gibbs kernel
- [Docs] DP-GP-LVM
- [Bug] Bad type of elements of ZeroLazyTensor._args
- [Bug] AdditiveKernel.get_fantasy_model with lazy sum tensor causes error
- Regularizing predictions from variational gp
- [Bug] LMCVariationalStrategy only works with MultitaskGaussianLikelihood
- [Bug] Backwards with Batched 1-D Matrix Vector Multiplication w/ KPLT and NonLazyTensor fails
- gibbs function added
- Student T Processes
- [Docs] Cox_Process_Example - two issues
- Docs
- Python not yet supported