User Guide

• Data structures
  • InferenceData schema specification
    • Terminology
    • Current design
      • posterior
      • sample_stats
      • log_likelihood
      • posterior_predictive
      • observed_data
      • constant_data
      • prior
      • sample_stats_prior
      • prior_predictive
      • predictions
      • predictions_constant_data
    • Planned features
      • Sampler parameters
    • Examples
      • Python
        • PyMC3 example
        • PyStan example
• Computation
  • Numba - an overview
    • A simple example to display the effectiveness of Numba
• Sampling wrappers
  • Refitting PyStan models with ArviZ

Violinplot Data structures