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  • Example Gallery
  • User Guide
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Site Navigation

  • Getting Started
  • Example Gallery
  • User Guide
  • API Reference
  • Community
  • Contributing
  • About

Section Navigation

  • Plotting
    • Plots’ arguments guide
    • Plotting with Matplotlib
    • Plotting with Bokeh
  • Data structures
    • Label guide
    • InferenceData schema specification
      • PyMC3 example
      • PyStan example
  • Computation
    • Numba - an overview
    • Dask for ArviZ
  • Sampling wrappers
    • Refitting PyStan (2.x) models with ArviZ
    • Refitting PyStan (3.0+) models with ArviZ
    • Refitting PyMC3 models with ArviZ
    • Refitting NumPyro models with ArviZ
    • Refitting PyStan (2.x) models with ArviZ (and xarray)
    • Refitting PyMC3 models with ArviZ (and xarray)
    • Refitting NumPyro models with ArviZ (and xarray)

Computation#

  • Numba - an overview
    • A simple example to display the effectiveness of Numba
    • Numba within ArviZ
  • Dask for ArviZ
    • Dask overview
      • Variance example
    • ArviZ-Dask integration
      • Creating Dask-backed InferenceData objects
        • From dictionary using dask.array
      • Executing ArviZ functions with Dask
        • arviz.ess
        • arviz.rhat
        • arviz.hdi

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Example of InferenceData schema in PyStan

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Numba - an overview

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