🔥 Remove arviz plots

* Remove directly imported arviz plots used in pymc3 plots :fire: Remove all plots from PyMC3 Plots module :fire: Remove PyMC3 plots references in Docs :art: Mention Plotting & Diagnostics in API page and remove plots reference in __init__.py
pymc-devs · Jan 4, 2021 · 2f788a6 · 2f788a6
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diff --git a/docs/source/about.rst b/docs/source/about.rst
@@ -88,7 +88,7 @@ of PyMC. PyMC 2.2 was released in April 2012. It contained numerous bugfixes and
 optimizations, as well as a few new features, including improved output
 plotting, csv table output, improved imputation syntax, and posterior
 predictive check plots. PyMC 2.3 was released on October 31, 2013. It included
-Python 3 compatibility, improved summary plots, and some important bug fixes.
+Python 3 compatibility and some important bug fixes.
 
 In 2011, John Salvatier began thinking about implementing gradient-based MCMC samplers, and developed the ``mcex`` package to experiment with his ideas. The following year, John was invited by the team to re-engineer PyMC to accomodate Hamiltonian Monte Carlo sampling. This led to the adoption of Theano as the computational back end, and marked the beginning of PyMC3's development. The first alpha version of PyMC3 was released in June 2015. Over the following 2 years, the core development team grew to 12 members, and the first release, PyMC3 3.0, was launched in January 2017.
 

diff --git a/docs/source/api.rst b/docs/source/api.rst
@@ -17,8 +17,6 @@ API Reference
    api/inference
    api/glm
    api/gp
-   api/plots
-   api/stats
    api/backends
    api/math
    api/data
@@ -28,6 +26,11 @@ API Reference
    api/shape_utils
    api/ode
 
+Plots & Diagnostics
+===================
+
+PyMC3 delegates plots and stats to `ArviZ <https://arviz-devs.github.io/arviz/>`_.
+
 
 Indices and tables
 ===================

diff --git a/docs/source/api/plots.rst b/docs/source/api/plots.rst
diff --git a/pymc3/__init__.py b/pymc3/__init__.py
@@ -58,7 +58,6 @@ def __set_compiler_flags():
 )
 from pymc3.model import *
 from pymc3.model_graph import model_to_graphviz
-from pymc3.plots import *
 from pymc3.sampling import *
 from pymc3.smc import *
 from pymc3.step_methods import *

diff --git a/pymc3/plots/__init__.py b/pymc3/plots/__init__.py
diff --git a/pymc3/plots/posteriorplot.py b/pymc3/plots/posteriorplot.py
diff --git a/pymc3/tests/test_plots.py b/pymc3/tests/test_plots.py