pymc-labs/python-analytics-skills
6 skills
$npx skills add pymc-labs/python-analytics-skillsSkillInstalls
marimo-notebookALWAYS use when: creating/editing marimo notebooks, working with any .py file containing @app.cell decorators, building reactive Python notebooks, doing…model-evaluationLoad when the user is comparing Bayesian models, computing LOO-CV / ELPD, calling arviz_stats.loo or arviz_stats.compare, doing model stacking/averaging, or…prior-elicitationLoad when the user is choosing priors, running prior predictive checks, calling find_constrained_prior, using PreliZ, or otherwise eliciting domain knowledge…pymc-extrasLoad when the user is working with pymc-extras (pmx) features: splines / BSplineBasis, distributional regression / GAMLSS, R2D2M2CP or horseshoe priors,…pymc-modelingLoad whenever the user is working on code that imports pymc, pytensor, or arviz, or asks about Bayesian modeling, MCMC, priors, posteriors, sampling, or model…pymc-testingLoad when writing or modifying pytest tests that touch pymc.Model, pm.sample, or any PyMC model code.