🎯6Skills
🎯Skills6
🎯pymc-modeling🎯Skill
A Bayesian statistical modeling skill for PyMC v5+ covering model specification, MCMC inference with nutpie and NumPyro backends, ArviZ diagnostics, hierarchical models, GLMs, Gaussian processes, BART, and time series analysis.
pymc-modeling
🎯pymc-testing🎯Skill
A skill for testing PyMC Bayesian models with pytest, covering mock sampling via pymc.testing.mock_sample for fast CI/CD-friendly structure tests, pytest fixtures, and the distinction between mock-based structure checks and real MCMC posterior inference tests.
pymc-testing
🎯marimo-notebook🎯Skill
Part of a Python analytics skills collection providing specialized knowledge for Bayesian modeling with PyMC v5+, PyMC model testing with pytest, and reactive Python notebooks with marimo including UI components, SQL integration, and caching.
marimo-notebook
🎯pymc-extras🎯Skill
Skill
pymc-extras
🎯prior-elicitation🎯Skill
Skill
prior-elicitation
🎯model-evaluation🎯Skill
Skill
model-evaluation