gpytorch
https://github.com/cornellius-gp/gpytorch
Python
A highly efficient implementation of Gaussian Processes in PyTorch
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- Issues
- [Bug] TorchScript jit trace AttributeError
- ApproximateGP + MultivariateNormal + HeteroskedasticNoise
- vanilla GP for +3500 points [Docs]
- How to pass a sampled posterior for kernel hyperparameters from first iteration as prior for second iteration of fitting?
- Additive Multidimensional Grid Interpolation using Variational Inference
- which function returns the mean and variance of the latent function (f) at the points Xnew.[Docs]
- [Bug] Incorrect gradient sizes when back-propagating through TLT - tensor product
- [Bug?] Natural gradient descent and OrthogonallyDecoupledVariationalStrategy
- [Docs] cannot import name 'GaussianSymmetrizedKLKernel' from 'gpytorch.kernels'
- Fix type of elements of ZeroLazyTensor._args
- Docs
- Python not yet supported