arviz

Package — BayesianPython 3.7+Expert

Visualization and diagnostics for Bayesian models: trace plots, WAIC, LOO

Quick Info

Documentation
Official Docs
Python Version
3.7+
Dependencies
NumPy, SciPy, pandas, matplotlib, packaging, xarray
Install
pip install arviz

Learn by Difficulty

Quick Example

python
# Install: pip install arviz
import arviz

# Basic arviz usage
print(f"Using arviz")
# See documentation for detailed examples

arviz is a third-party package. Visualization and diagnostics for Bayesian models: trace plots, WAIC, LOO. Install with: pip install arviz

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Tags

packagebayesianstatisticsprobabilisticmodeling