gpytorch
https://github.com/cornellius-gp/gpytorch
Python
A highly efficient implementation of Gaussian Processes in PyTorch
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- Issues
- gpytorch performs very poorly when the data has different distributions
- [Docs] GPLVM with SVI for missing data dimensions in output
- [Bug] Possible bug: Multitask GP Regression vs Exact GP Regression w/ 1 task
- Add batch_shape property to GP model class
- [Question] Why is the torch script tutorial failing with the Multitask GP regression ?
- VNNGP with Batches
- Add unit tests for Wishart & LKJ priors
- Add convenience methods for getting different types of hyperparameters
- [Bug] Some examples normalize training data with test data
- How to perform hessian vector product in a GPyTorch kernel?
- Docs
- Python not yet supported