Nicolas Legrand

Add first version of permutation interence method in the model_selection module.

2

This is my first trial for this method (contributing to #124 ). The function is not working as expected yet, I think this is due to the way the correlation...

Update Scan Gibbs sampling example

8

This PR tries to fix #890. The example is now working with the last version of Aesara.

Run doctest in CI and fix errors in the documentation examples

4

This PR will contribute to #1191 by: - [ ] Creating a new action that runs doctest in CI (not working for now). - [ ] Fix the errors already...

Implement discontinuous Hamiltonian Monte Carlo

1

Following [this discussion](https://github.com/blackjax-devs/blackjax/discussions/496), I would like to suggest implementing discontinuous Haniltonina Monte Carlo methods in Blackjax. ### Presentation of the new sampler - Article: https://arxiv.org/pdf/1705.08510.pdf - GitHub repository with Python...

MSTPD is not downsampling the signal when provided with high sampling frequencies

4

If I am reading the code correctly, it looks like the MSTPD algorithm is never downsampling the signal, irrespective of the input sampling frequency, as the variable `do_ds` is fixed...

We should use a shared testing suite with the Python toolbox for the update equations and whole model fitting. - [ ] Single update equations - [ ] Utility functions...

Some examples of nice documentation in related packages: * https://probml.github.io/dynamax/ * https://gpjax.readthedocs.io/en/latest/ - [ ] The GitHub action needs to be fixed. README: - [ ] A logo - [...