🎯

pymc-modeling

🎯Skill

from pymc-labs/python-analytics-skills

What it does

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.

📦

Same repository

pymc-labs/python-analytics-skills(3 items)

pymc-modeling

Installation

Vibe Index InstallInstalls to .claude/skills/

npx vibeindex add pymc-labs/python-analytics-skills --skill pymc-modeling

skills.sh Install⚠ Installs to .agents/skills/

npx skills add pymc-labs/python-analytics-skills --skill pymc-modeling

Manual InstallCopy SKILL.md content and save to the path below

~/.claude/skills/pymc-modeling/SKILL.md

SKILL.md

124Installs

AddedMar 2, 2026

View on GitHub Back to Skills

More from this repository2

🎯

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.

🎯

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.