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.. _api: | ||
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.. currentmodule:: arviz | ||
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API Reference | ||
============= | ||
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.. _plot_api: | ||
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Plots | ||
----- | ||
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.. autosummary:: | ||
:toctree: generated/ | ||
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autocorrplot | ||
compareplot | ||
densityplot | ||
energyplot | ||
forestplot | ||
kdeplot | ||
parallelplot | ||
posteriorplot | ||
traceplot | ||
pairplot | ||
jointplot | ||
khatplot | ||
ppcplot | ||
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.. _stats_api: | ||
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Stats | ||
----- | ||
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.. autosummary:: | ||
:toctree: generated/ | ||
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bfmi | ||
compare | ||
hpd | ||
loo | ||
r2_score | ||
summary | ||
waic | ||
psislw | ||
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.. _diagnostics_api: | ||
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Diagnostics | ||
----------- | ||
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.. autosummary:: | ||
:toctree: generated/ | ||
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effective_n | ||
gelman_rubin | ||
geweke |
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ArviZ: Exploratory analysis of Bayesian models | ||
============================================== | ||
|Build Status| | ||
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.. raw:: html | ||
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<div style="clear: both"></div> | ||
<div class="container-fluid"> | ||
<div class="row"> | ||
<div class="col-md-6"> | ||
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ArviZ includes functions for posterior analysis, sample diagnostics, model checking, and comparison. | ||
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It is currently in heavy development. The goal is to provide backend-agnostic tools | ||
for Bayesian inference in Python. Currently `PyMC3 | ||
<http://docs.pymc.io/>`_ is best supported, | ||
though many functions will work if the samples are stored in a pandas dataframe, and active work is being | ||
done to support `PyStan | ||
<https://pystan.readthedocs.io/en/latest/>`_ as well. | ||
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Contributions and issue reports are very welcome at `the github repository | ||
<https://github.com/arviz-devs/arviz>`_. | ||
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.. toctree:: | ||
:maxdepth: 1 | ||
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installation | ||
Example Gallery<examples> | ||
Quickstart<notebooks/Introduction> | ||
api | ||
about | ||
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.. raw:: html | ||
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</div> | ||
<div class="col-md-6"> | ||
<div class="container-fluid"> | ||
<a href="examples/energyplot.html"> | ||
<div class="col-md-3 thumbnail"> | ||
<img src="_static/energyplot_thumb.png"> | ||
</div> | ||
</a> | ||
<a href="examples/traceplot.html"> | ||
<div class="col-md-3 thumbnail"> | ||
<img src="_static/traceplot_thumb.png"> | ||
</div> | ||
</a> | ||
<a href="examples/densityplot.html"> | ||
<div class="col-md-3 thumbnail"> | ||
<img src="_static/densityplot_thumb.png"> | ||
</div> | ||
</a> | ||
<a href="examples/compareplot.html"> | ||
<div class="col-md-3 thumbnail"> | ||
<img src="_static/compareplot_thumb.png"> | ||
</div> | ||
</a> | ||
<a href="examples/autocorrplot.html"> | ||
<div class="col-md-3 thumbnail"> | ||
<img src="_static/autocorrplot_thumb.png"> | ||
</div> | ||
</a> | ||
</div> | ||
</div> | ||
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</div> | ||
</div> | ||
</div> | ||
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.. |Build Status| image:: https://travis-ci.org/arviz-devs/arviz.png?branch=master | ||
:target: https://travis-ci.org/arviz-devs/arviz |
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