From 395d2b01cb566e52cab63f351489522834594b28 Mon Sep 17 00:00:00 2001
From: luk-f-a <lucioarjona@hotmail.com>
Date: Fri, 30 Aug 2019 09:42:30 +0200
Subject: [PATCH 1/2] Statistical functions module __init__ (with docs)

---
 numba_scipy/stats/__init__.py | 121 ++++++++++++++++++++++++++++++++++
 1 file changed, 121 insertions(+)
 create mode 100644 numba_scipy/stats/__init__.py

diff --git a/numba_scipy/stats/__init__.py b/numba_scipy/stats/__init__.py
new file mode 100644
index 0000000..62f737e
--- /dev/null
+++ b/numba_scipy/stats/__init__.py
@@ -0,0 +1,121 @@
+"""
+==========================================
+Statistical functions (:mod:`numba-scipy.stats`)
+==========================================
+
+.. currentmodule:: numba-scipy.stats
+
+This module aims to provide the existing functionality in SciPy's stats_ module
+This module contains a large number of probability distributions as
+well as a growing library of statistical functions.
+
+Each univariate distribution is an instance of a subclass of `rv_continuous`
+(`rv_discrete` for discrete distributions):
+
+.. _stats: https://docs.scipy.org/doc/scipy/reference/stats.html
+
+.. autosummary::
+   :toctree: generated/
+
+   rv_continuous
+   rv_discrete
+   rv_histogram
+
+Continuous distributions
+========================
+
+.. autosummary::
+   :toctree: generated/
+
+   norm              -- Normal (Gaussian)
+
+Multivariate distributions
+==========================
+
+.. autosummary::
+   :toctree: generated/
+
+
+Discrete distributions
+======================
+
+.. autosummary::
+   :toctree: generated/
+
+
+An overview of statistical functions is given below.
+
+
+Summary statistics
+==================
+
+.. autosummary::
+   :toctree: generated/
+
+
+
+Frequency statistics
+====================
+
+
+Correlation functions
+=====================
+
+
+Statistical tests
+=================
+
+
+
+Transformations
+===============
+
+
+
+Statistical distances
+=====================
+
+
+
+Random variate generation
+=========================
+
+
+Circular statistical functions
+==============================
+
+
+
+Contingency table functions
+===========================
+
+
+Plot-tests
+==========
+
+
+
+Masked statistics functions
+===========================
+
+
+
+Univariate and multivariate kernel density estimation
+=====================================================
+
+
+
+Warnings used in :mod:`scipy.stats`
+===================================
+
+
+
+"""
+
+
+from .stats import *
+from .distributions import *
+
+__all__ = [s for s in dir() if not s.startswith("_")]  # Remove dunders.
+
+

From cb0cee71b222fdb4227de9536565c06c7aafb139 Mon Sep 17 00:00:00 2001
From: luk-f-a <lucioarjona@hotmail.com>
Date: Fri, 30 Aug 2019 09:48:28 +0200
Subject: [PATCH 2/2] Statistical functions doc source

---
 docs/source/supported/stats.rst | 8 ++++++++
 1 file changed, 8 insertions(+)
 create mode 100644 docs/source/supported/stats.rst

diff --git a/docs/source/supported/stats.rst b/docs/source/supported/stats.rst
new file mode 100644
index 0000000..dfea2f2
--- /dev/null
+++ b/docs/source/supported/stats.rst
@@ -0,0 +1,8 @@
+.. automodule:: numba-scipy.stats
+   :no-members:
+   :no-inherited-members:
+   :no-special-members:
+
+.. toctree::
+   :hidden:
+