gpytorch
https://github.com/cornellius-gp/gpytorch
Python
A highly efficient implementation of Gaussian Processes in PyTorch
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- Issues
- [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] save and load variuos GP models (vanilla GP, varGP and sparse GP)
- How to use custom likelihood (VAE like )
- KISS-GP and Gradients
- [Docs] Should ScaleKernel always be nested on the outside?
- [Docs] GPLVM class of models (GPs for unsupervised learning)
- Docs
- Python not yet supported