Thomas Pinder

Gothcas nbs

1

Opening a _common gotchas_ notebook. This PR is in lieu of the previous `gothcas` PR that had somehow become corrupted. ## Pull request type Please check the type of change...

Initial kronecker work

2

## Pull request type Please check the type of change your PR introduces: - [ ] Bugfix - [x] Feature - [ ] Code style update (formatting, renaming) - [...

# Feature Request Give an _advanced_ way in which one can specify GP models i.e., marginal log-likelihood, conjugate gradients.etc or variational strategies.

Implement spectral kernel approximations i.e., random or orthogonal fourier feature schemes.

Dependent on the following Distrax issue of MVN distributions being resolve: https://github.com/deepmind/distrax/issues/34

## Pull request type Please check the type of change your PR introduces: - [ ] Bugfix - [ ] Feature - [ ] Code style update (formatting, renaming) -...

Incorporate functionality to add sets of GPs i.e., an additive GP.

post_init error in inherited dataclass

1

When inheriting one dataclass from another, Chex's dataclass does not allow a super() call to be made. This is something you can do in Python's base dataclass module. A minimum...

Review

1

Firstly, I would like to congratulate the developers on putting together such a nice package. The package is of a very high-standard and, in my opinion, contains functionality far beyond...

docs: Add triangular solve figure

8

In our sharp bits doc, we acknowledge that solving a system of equations using the Cholesky factor is faster than using the dense covariance matrix. It would be nice to...