Ricardo Vieira

Feature request: Horizontal forest plot?

3

My forest plots tend to run very long. It would be great (personally) to have the option to draw the forest plot extending horizontally instead of vertically.

Reinforcement Learning Model for behavioral data

4

# Notebook proposal **Title**: Reinforcement Learning Model for behavioral data ## Why should this notebook be added to pymc-examples? I wrote this notebook some time ago: https://github.com/ricardoV94/stats/blob/master/modelling/RL_PyMC.ipynb and shared it...

https://github.com/pymc-devs/pymc/pull/5787 will remove the `rng_seeder` API. In exchange, it introduces the possibility of passing `RandomState` or `Generator` (e.g., created via `np.random.default_rng(seed)`) to all random sampling functions. This would probably be...

Combine Marginalized and Latent Gaussian Mixture Notebooks?

3

The two notebooks are covering exactly the same issue. They seem short enough that we could use the same dataset and show one after the other. This way we also...

Log `basic_RVs` sampled in `sample_*_predictive` functions

2

Closes #5973 ## Major / Breaking Changes - ... ## Bugfixes / New features - ... ## Docs / Maintenance - Log name of `basic_RVs` sampled in prior and posterior...

Flaky `tests/gp/test_util.py::TestKmeansInducing::test_kmeans`

1

I've seen this fail a couple of times, most recently in * https://github.com/pymc-devs/pymc/actions/runs/3104834907/jobs/5029759150 * https://github.com/pymc-devs/pymc/actions/runs/3104845472/jobs/5029781127 Might need to be seeded or given a higher tolerance

Split MCMC and Forward sampling functions in sample.py

7

That file is quite long, and anyway `draw` and `sample_prior/posterior_predictive` behave very differently from `sample` so we could separate them across two files (and same for tests). WDYT?

Is this possible? Config is here: https://github.com/pymc-devs/pymc/blob/main/.github/workflows/autoupdate-pre-commit-config.yml

**What is this PR about?** ... **Checklist** + [ ] Explain important implementation details 👆 + [ ] Make sure that [the pre-commit linting/style checks pass](https://docs.pymc.io/en/latest/contributing/python_style.html). + [ ] Link...