gpytorch
https://github.com/cornellius-gp/gpytorch
Python
A highly efficient implementation of Gaussian Processes in PyTorch
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- Issues
- [Docs] Inter-task kernel in SVGP setting
- Latent function(f)
- I'd like to request batch-training support for the MultitaskGPModel. Here is my code attempting to integrate a DataLoader to train a MultitaskGPModel. Unfortunately, I receive the RuntimeError: You must train on the training inputs! [Feature Request]
- Deep Gaussian Process for classification
- FixedNoiseGaussianLikelihood results in negative variance
- Nonstationary kernels
- Help with fitting a multidimensional GP regression with IndexKernel (and maybe AR1?)
- kernel design
- How to use a fixed noise Gaussian likelihood in a multi-task setting
- Docs
- Python not yet supported