gpytorch
https://github.com/cornellius-gp/gpytorch
Python
A highly efficient implementation of Gaussian Processes in PyTorch
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- Issues
- 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
- How to define a likelihood of a mixture model?
- Defining a new kernel on top of a existing kernel. Advice needed on how to go about this
- Learning kernel parameters: error dimensionality (bug ?)
- [Bug] Torch Script Tracing Check Error with multidimensional inputs
- [Docs] InducingPointKernel and Derivatives information
- [Bug] Possible CUDA memory leak?
- More explicit prior shape broadcasting
- Docs
- Python not yet supported