Viacheslav Borovitskiy

Use a named logger and supplement all logged messages with the logger's name

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### Where should the content be modified? Throughout the library, whenever logging is used ### What should be modified? Instead of just doing `logging.info("something")` or similar, I propose using ```python...

Conflict between plum-dispatch and cola-plum-dispatch

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# Bug Report **GPJax version: 0.8.0** **Current behavior:** I am trying to update the [existing integration](https://github.com/GPflow/GeometricKernels/blob/9de3a71fda929b741dfacf5925472599d6f02b81/notebooks/frontends/GPJax.ipynb) of [GeometricKernels](https://github.com/GPflow/GeometricKernels/pull/110) with GPJax so that it works with newer versions of GPJax. It...

Product feature maps

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Approximate finite dimensional feature maps for product spaces

# Feature request Implement signature pruning for compact homogeneous space. ## Motivation The quality of the numerical approximation that drives kernel computation suffers a lot without signature pruning

# Bug The list of signatures in `WeylAdditionTheorem._signatures` for `SpecialUnitary(5)` does not match the list of precomputed signatures in `precomputed_characters.json` (although the sizes of these two lists are equal). In...

# Feature request Improve numerical stability to make higher dimensional HypercubeGraph usable ## Motivation Right now, HypercubeGraph will work reasonably well only for d < 100 (maybe even lower). If...

# Feature request - Add traffic interpolation example notebook. - Improve manifold BO example notebook to feature manifold optimization of acquisition functions and some baseline comparison.