pymc
Bayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference, LOO/WAIC comparison, posterior checks, for probabilistic programming and inference.
Details
- Path
- skills/pymc
- License
- Apache License, Version 2.0
- Allowed tools
- 1
- Bundled scripts
- 4
- Dependencies
- 3
Allowed tools
Read Write Edit Bash
Bundled scripts
- skills/pymc/scripts/model_comparison.py
- skills/pymc/scripts/model_diagnostics.py
- skills/pymc/assets/hierarchical_model_template.py
- skills/pymc/assets/linear_regression_template.py