gpytorch
https://github.com/cornellius-gp/gpytorch
Python
A highly efficient implementation of Gaussian Processes in PyTorch
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- Issues
- [Docs] Gaussian noise models and FixedNoiseGaussianLikelihood are missing documentation.
- [Bug] Broken test: test_multitask_gp_mean_abs_error_cuda
- Allow different representation of multi-task MVNs
- [Bug] Updating root inverse decomposition using the Schur complement fails in get_fantasy_strategy
- Require py>=3.7
- 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
- Docs
- Python not yet supported