feature: Add four new distributions: uniform, beta, cauchy and pareto I type

docs/Makefile

@@ -0,0 +1,20 @@
+# Minimal makefile for Sphinx documentation
+#
+
+# You can set these variables from the command line, and also
+# from the environment for the first two.
+SPHINXOPTS    ?=
+SPHINXBUILD   ?= sphinx-build
+SOURCEDIR     = source
+BUILDDIR      = build
+
+# Put it first so that "make" without argument is like "make help".
+help:
+	@$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
+
+.PHONY: help Makefile
+
+# Catch-all target: route all unknown targets to Sphinx using the new
+# "make mode" option.  $(O) is meant as a shortcut for $(SPHINXOPTS).
+%: Makefile
+	@$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)

docs/make.bat

@@ -0,0 +1,35 @@
+@ECHO OFF
+
+pushd %~dp0
+
+REM Command file for Sphinx documentation
+
+if "%SPHINXBUILD%" == "" (
+	set SPHINXBUILD=sphinx-build
+)
+set SOURCEDIR=source
+set BUILDDIR=build
+
+%SPHINXBUILD% >NUL 2>NUL
+if errorlevel 9009 (
+	echo.
+	echo.The 'sphinx-build' command was not found. Make sure you have Sphinx
+	echo.installed, then set the SPHINXBUILD environment variable to point
+	echo.to the full path of the 'sphinx-build' executable. Alternatively you
+	echo.may add the Sphinx directory to PATH.
+	echo.
+	echo.If you don't have Sphinx installed, grab it from
+	echo.https://www.sphinx-doc.org/
+	exit /b 1
+)
+
+if "%1" == "" goto help
+
+%SPHINXBUILD% -M %1 %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O%
+goto end
+
+:help
+%SPHINXBUILD% -M help %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O%
+
+:end
+popd

docs/source/api/modules.rst

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+mpest
+=====
+
+.. toctree::
+   :maxdepth: 4
+
+   mpest

docs/source/api/mpest.core.rst

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+mpest.core
+==================
+
+.. automodule:: mpest.core
+   :members:
+   :show-inheritance:
+   :undoc-members:
+
+Submodules
+----------
+
+mpest.core.distribution module
+------------------------------
+
+.. automodule:: mpest.core.distribution
+   :members:
+   :show-inheritance:
+   :undoc-members:
+
+mpest.core.mixture\_distribution module
+---------------------------------------
+
+.. automodule:: mpest.core.mixture_distribution
+   :members:
+   :show-inheritance:
+   :undoc-members:
+
+mpest.core.problem module
+-------------------------
+
+.. automodule:: mpest.core.problem
+   :members:
+   :show-inheritance:
+   :undoc-members:

docs/source/api/mpest.em.breakpointers.rst

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+mpest.em.breakpointers
+==============================
+
+.. automodule:: mpest.em.breakpointers
+   :members:
+   :show-inheritance:
+   :undoc-members:
+
+Submodules
+----------
+
+mpest.em.breakpointers.param\_differ\_breakpointer module
+---------------------------------------------------------
+
+.. automodule:: mpest.em.breakpointers.param_differ_breakpointer
+   :members:
+   :show-inheritance:
+   :undoc-members:
+
+mpest.em.breakpointers.step\_count\_breakpointer module
+-------------------------------------------------------
+
+.. automodule:: mpest.em.breakpointers.step_count_breakpointer
+   :members:
+   :show-inheritance:
+   :undoc-members:
+
+mpest.em.breakpointers.unionable\_breakpointer module
+-----------------------------------------------------
+
+.. automodule:: mpest.em.breakpointers.unionable_breakpointer
+   :members:
+   :show-inheritance:
+   :undoc-members:

docs/source/api/mpest.em.distribution_checkers.rst

@@ -0,0 +1,34 @@
+mpest.em.distribution\_checkers
+=======================================
+
+.. automodule:: mpest.em.distribution_checkers
+   :members:
+   :show-inheritance:
+   :undoc-members:
+
+Submodules
+----------
+
+mpest.em.distribution\_checkers.finite\_checker module
+------------------------------------------------------
+
+.. automodule:: mpest.em.distribution_checkers.finite_checker
+   :members:
+   :show-inheritance:
+   :undoc-members:
+
+mpest.em.distribution\_checkers.prior\_probability\_threshold\_checker module
+-----------------------------------------------------------------------------
+
+.. automodule:: mpest.em.distribution_checkers.prior_probability_threshold_checker
+   :members:
+   :show-inheritance:
+   :undoc-members:
+
+mpest.em.distribution\_checkers.unionable\_distribution\_checker module
+-----------------------------------------------------------------------
+
+.. automodule:: mpest.em.distribution_checkers.unionable_distribution_checker
+   :members:
+   :show-inheritance:
+   :undoc-members:

docs/source/api/mpest.em.methods.rst

@@ -0,0 +1,42 @@
+mpest.em.methods
+========================
+
+.. automodule:: mpest.em.methods
+   :members:
+   :show-inheritance:
+   :undoc-members:
+
+Submodules
+----------
+
+mpest.em.methods.abstract\_steps module
+---------------------------------------
+
+.. automodule:: mpest.em.methods.abstract_steps
+   :members:
+   :show-inheritance:
+   :undoc-members:
+
+mpest.em.methods.l\_moments\_method module
+------------------------------------------
+
+.. automodule:: mpest.em.methods.l_moments_method
+   :members:
+   :show-inheritance:
+   :undoc-members:
+
+mpest.em.methods.likelihood\_method module
+------------------------------------------
+
+.. automodule:: mpest.em.methods.likelihood_method
+   :members:
+   :show-inheritance:
+   :undoc-members:
+
+mpest.em.methods.method module
+------------------------------
+
+.. automodule:: mpest.em.methods.method
+   :members:
+   :show-inheritance:
+   :undoc-members:

docs/source/api/mpest.em.rst

@@ -0,0 +1,28 @@
+mpest.em
+================
+
+.. automodule:: mpest.em
+   :members:
+   :show-inheritance:
+   :undoc-members:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   mpest.em.breakpointers
+   mpest.em.distribution_checkers
+   mpest.em.methods
+
+Submodules
+----------
+
+mpest.em.em module
+------------------
+
+.. automodule:: mpest.em.em
+   :members:
+   :show-inheritance:
+   :undoc-members:

docs/source/api/mpest.models.rst

@@ -0,0 +1,66 @@
+mpest.models
+====================
+
+.. automodule:: mpest.models
+   :members:
+   :show-inheritance:
+   :undoc-members:
+
+Submodules
+----------
+
+mpest.models.abstract\_model module
+-----------------------------------
+
+.. automodule:: mpest.models.abstract_model
+   :members:
+   :show-inheritance:
+   :undoc-members:
+
+mpest.models.beta module
+------------------------
+
+.. automodule:: mpest.models.beta
+   :members:
+   :show-inheritance:
+   :undoc-members:
+
+mpest.models.cauchy module
+--------------------------
+
+.. automodule:: mpest.models.cauchy
+   :members:
+   :show-inheritance:
+   :undoc-members:
+
+mpest.models.exponential module
+-------------------------------
+
+.. automodule:: mpest.models.exponential
+   :members:
+   :show-inheritance:
+   :undoc-members:
+
+mpest.models.gaussian module
+----------------------------
+
+.. automodule:: mpest.models.gaussian
+   :members:
+   :show-inheritance:
+   :undoc-members:
+
+mpest.models.pareto module
+--------------------------
+
+.. automodule:: mpest.models.pareto
+   :members:
+   :show-inheritance:
+   :undoc-members:
+
+mpest.models.weibull module
+---------------------------
+
+.. automodule:: mpest.models.weibull
+   :members:
+   :show-inheritance:
+   :undoc-members:

docs/source/api/mpest.optimizers.rst

@@ -0,0 +1,66 @@
+mpest.optimizers
+========================
+
+.. automodule:: mpest.optimizers
+   :members:
+   :show-inheritance:
+   :undoc-members:
+
+Submodules
+----------
+
+mpest.optimizers.abstract\_optimizer module
+-------------------------------------------
+
+.. automodule:: mpest.optimizers.abstract_optimizer
+   :members:
+   :show-inheritance:
+   :undoc-members:
+
+mpest.optimizers.scipy\_cg module
+---------------------------------
+
+.. automodule:: mpest.optimizers.scipy_cg
+   :members:
+   :show-inheritance:
+   :undoc-members:
+
+mpest.optimizers.scipy\_cobyla module
+-------------------------------------
+
+.. automodule:: mpest.optimizers.scipy_cobyla
+   :members:
+   :show-inheritance:
+   :undoc-members:
+
+mpest.optimizers.scipy\_nelder\_mead module
+-------------------------------------------
+
+.. automodule:: mpest.optimizers.scipy_nelder_mead
+   :members:
+   :show-inheritance:
+   :undoc-members:
+
+mpest.optimizers.scipy\_newton\_cg module
+-----------------------------------------
+
+.. automodule:: mpest.optimizers.scipy_newton_cg
+   :members:
+   :show-inheritance:
+   :undoc-members:
+
+mpest.optimizers.scipy\_slsqp module
+------------------------------------
+
+.. automodule:: mpest.optimizers.scipy_slsqp
+   :members:
+   :show-inheritance:
+   :undoc-members:
+
+mpest.optimizers.scipy\_tnc module
+----------------------------------
+
+.. automodule:: mpest.optimizers.scipy_tnc
+   :members:
+   :show-inheritance:
+   :undoc-members: