gpytorch
https://github.com/cornellius-gp/gpytorch
Python
A highly efficient implementation of Gaussian Processes in PyTorch
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- Issues
- Unable to achieve convergence on both GPU and CPU
- Hadamard Multioutput GP With Mean & Kernel functions that vary by task
- [Feature Request] Implementing Gibbs' kernel
- [Bug] GPU Out of Memory with ProductKernel(GridInterpKernel())
- [Bug] Diag() on MatmulLazyTensor using RootLazyTensors is expensive
- [Docs] Squashing output
- Summing LazyTensors after reshape
- [Question] How to implement the AdditiveStructureKernel to make the training and inference faster
- [Bug] MultiDeviceKernel not supported in Botorch
- variance very tight[Bug]
- Docs
- Python not yet supported