arviz — Easy Examples

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

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Getting started with arviz

Installation and basic usage of arviz.

python
# Install: pip install arviz
import arviz

# Basic arviz usage
print(f"Using arviz")
# See documentation for detailed examples
Expected Output
# Expected output shown below
# (Run locally with: arviz)

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

Common arviz operations

Frequently used features of arviz.

python
# Install: pip install arviz
import arviz

# Common arviz patterns
print(f"arviz version: {arviz.__version__}")

These are the most commonly used features of arviz in everyday development.

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