gpy
https://github.com/sheffieldml/gpy
Python
Gaussian processes framework in python
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- Issues
- missing sphinx dependency
- Issues constructing new kernel
- Model deployment
- Errors within `gp_reg.optimize(optimizer="lbfgs")` with parameter values between 0. and 1., or input of previously optimized values.
- Logit link for Binomial likelihood and specify prior on hyper-parameters
- parameters_changed called many times by hmc
- Input warped GP gives nan prediction
- SparseGPRegression optimised in parallel hangs
- GPCoregionalizedRegression with more outputs than inputs?
- “LinAlgError: not positive definite, even with jitter” when using GPy to build multi-fidelity GP
- Docs
- Python not yet supported