fhswf · detlefarend · Oct 4, 2021 · Sep 15, 2021 · Sep 15, 2021 · Sep 15, 2021
diff --git a/doc/docs/Makefile b/doc/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     = .
+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)
diff --git a/doc/docs/README.rst b/doc/docs/README.rst
@@ -0,0 +1,17 @@
+.. image:: https://readthedocs.org/projects/mlpro/badge/?version=latest
+    :target: https://mlpro.readthedocs.io/en/latest/?badge=latest
+    :alt: Documentation Status
+
+.. image:: https://badge.fury.io/py/mlpro.svg
+    :target: https://badge.fury.io/py/mlpro
+    :alt: mlpro on pypi
+
+Documentation
+================================================
+
+Read MLPro documentation online at https://mlpro.readthedocs.io/
+
+Optionally, to build the documentation yourself from the ``doc/docs/`` folder::
+
+  clone repository
+  open MLPro/doc/docs/_build/html/index.html on your browser
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diff --git a/doc/docs/_build/html/.buildinfo b/doc/docs/_build/html/.buildinfo
@@ -0,0 +1,4 @@
+# Sphinx build info version 1
+# This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
+config: a29e7730842938a35bbbca9a58d8a591
+tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/doc/docs/_build/html/README.html b/doc/docs/_build/html/README.html
@@ -0,0 +1,138 @@
+<!DOCTYPE html>
+<html class="writer-html5" lang="en" >
+<head>
+  <meta charset="utf-8" />
+  <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+  <title>Documentation &mdash; MLPro Documentations 1.0.0 documentation</title><link rel="stylesheet" href="_static/css/theme.css" type="text/css" />
+    <link rel="stylesheet" href="_static/pygments.css" type="text/css" />
+      <link rel="stylesheet" href="_static/custom.css" type="text/css" />
+  <!--[if lt IE 9]>
+    <script src="_static/js/html5shiv.min.js"></script>
+  <![endif]-->
+  <script id="documentation_options" data-url_root="./" src="_static/documentation_options.js"></script>
+        <script src="_static/jquery.js"></script>
+        <script src="_static/underscore.js"></script>
+        <script src="_static/doctools.js"></script>
+        <script src="_static/language_data.js"></script>
+    <script src="_static/js/theme.js"></script>
+    <link rel="index" title="Index" href="genindex.html" />
+    <link rel="search" title="Search" href="search.html" /> 
+</head>
+
+<body class="wy-body-for-nav"> 
+  <div class="wy-grid-for-nav">
+    <nav data-toggle="wy-nav-shift" class="wy-nav-side">
+      <div class="wy-side-scroll">
+        <div class="wy-side-nav-search" >
+            <a href="index.html" class="icon icon-home"> MLPro Documentations<img src="_static/logo_fh-at.png" class="logo" alt="Logo"/>
+          </a>
+<div role="search">
+  <form id="rtd-search-form" class="wy-form" action="search.html" method="get">
+    <input type="text" name="q" placeholder="Search docs" />
+    <input type="hidden" name="check_keywords" value="yes" />
+    <input type="hidden" name="area" value="default" />
+  </form>
+</div>
+        </div><div class="wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="Navigation menu">
+              <p class="caption"><span class="caption-text">Introduction</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="instructions/intro/overview.html">What is MLPro?</a></li>
+<li class="toctree-l1"><a class="reference internal" href="instructions/intro/getstarted.html">Getting Started</a></li>
+<li class="toctree-l1"><a class="reference internal" href="instructions/intro/architecture.html">Architecture</a></li>
+<li class="toctree-l1"><a class="reference internal" href="instructions/intro/dependencies.html">Dependencies</a></li>
+</ul>
+<p class="caption"><span class="caption-text">MLPro-BF – Basic Functions</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="instructions/bf/math.html">Mathematics</a></li>
+<li class="toctree-l1"><a class="reference internal" href="instructions/bf/ml.html">Machine Learning</a></li>
+</ul>
+<p class="caption"><span class="caption-text">MLPro-RL – Reinforcement Learning</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="instructions/rl/overview.html">Overview</a></li>
+<li class="toctree-l1"><a class="reference internal" href="instructions/rl/agents.html">Agents</a></li>
+<li class="toctree-l1"><a class="reference internal" href="instructions/rl/env.html">Environments</a></li>
+<li class="toctree-l1"><a class="reference internal" href="instructions/rl/scenario.html">Scenarios</a></li>
+<li class="toctree-l1"><a class="reference internal" href="instructions/rl/pool.html">Pool</a></li>
+<li class="toctree-l1"><a class="reference internal" href="instructions/rl/wrapper.html">3rd Party Support</a></li>
+<li class="toctree-l1"><a class="reference internal" href="instructions/rl/howto.html">Examples</a></li>
+</ul>
+<p class="caption"><span class="caption-text">MLPro-GT – Game Theory</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="instructions/gt/gt.html">Game Theory</a></li>
+</ul>
+<p class="caption"><span class="caption-text">MLPro-UI – Interactive ML</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="instructions/ui/sciui.html">UI Framework SciUI</a></li>
+</ul>
+<p class="caption"><span class="caption-text">Project MLPro</span></p>
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="instructions/project/versions.html">Release Notes</a></li>
+<li class="toctree-l1"><a class="reference internal" href="instructions/project/paper.html">Papers</a></li>
+<li class="toctree-l1"><a class="reference internal" href="instructions/project/cont.html">Contribution</a></li>
+</ul>
+
+        </div>
+      </div>
+    </nav>
+
+    <section data-toggle="wy-nav-shift" class="wy-nav-content-wrap"><nav class="wy-nav-top" aria-label="Mobile navigation menu" >
+          <i data-toggle="wy-nav-top" class="fa fa-bars"></i>
+          <a href="index.html">MLPro Documentations</a>
+      </nav>
+
+      <div class="wy-nav-content">
+        <div class="rst-content">
+          <div role="navigation" aria-label="Page navigation">
+  <ul class="wy-breadcrumbs">
+      <li><a href="index.html" class="icon icon-home"></a> &raquo;</li>
+      <li>Documentation</li>
+      <li class="wy-breadcrumbs-aside">
+              <a href="https://github.com/fhswf/MLPro/blob/main/doc/docs/README.rst" class="fa fa-github"> Edit on GitHub</a>
+      </li>
+  </ul>
+  <hr/>
+</div>
+          <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
+           <div itemprop="articleBody">
+
+  <a class="reference external image-reference" href="https://mlpro.readthedocs.io/en/latest/?badge=latest"><img alt="Documentation Status" src="https://readthedocs.org/projects/mlpro/badge/?version=latest" /></a>
+<a class="reference external image-reference" href="https://badge.fury.io/py/mlpro"><img alt="mlpro on pypi" src="https://badge.fury.io/py/mlpro.svg" /></a>
+<div class="section" id="documentation">
+<h1>Documentation<a class="headerlink" href="#documentation" title="Permalink to this headline">¶</a></h1>
+<p>Read MLPro documentation online at <a class="reference external" href="https://mlpro.readthedocs.io/">https://mlpro.readthedocs.io/</a></p>
+<p>Optionally, to build the documentation yourself from the <code class="docutils literal notranslate"><span class="pre">doc/docs/</span></code> folder:</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">clone</span> <span class="n">repository</span>
+<span class="nb">open</span> <span class="n">MLPro</span><span class="o">/</span><span class="n">doc</span><span class="o">/</span><span class="n">docs</span><span class="o">/</span><span class="n">_build</span><span class="o">/</span><span class="n">html</span><span class="o">/</span><span class="n">index</span><span class="o">.</span><span class="n">html</span> <span class="n">on</span> <span class="n">your</span> <span class="n">browser</span>
+</pre></div>
+</div>
+</div>
+
+
+           </div>
+          </div>
+          <footer>
+
+  <hr/>
+
+  <div role="contentinfo">
+    <p>&#169; Copyright 2021, FH-SWF AT.</p>
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+
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diff --git a/doc/docs/_build/html/_sources/README.rst.txt b/doc/docs/_build/html/_sources/README.rst.txt
@@ -0,0 +1,17 @@
+.. image:: https://readthedocs.org/projects/mlpro/badge/?version=latest
+    :target: https://mlpro.readthedocs.io/en/latest/?badge=latest
+    :alt: Documentation Status
+
+.. image:: https://badge.fury.io/py/mlpro.svg
+    :target: https://badge.fury.io/py/mlpro
+    :alt: mlpro on pypi
+
+Documentation
+================================================
+
+Read MLPro documentation online at https://mlpro.readthedocs.io/
+
+Optionally, to build the documentation yourself from the ``doc/docs/`` folder::
+
+  clone repository
+  open MLPro/doc/docs/_build/html/index.html on your browser
diff --git a/doc/docs/_build/html/_sources/index.rst.txt b/doc/docs/_build/html/_sources/index.rst.txt
@@ -0,0 +1,105 @@
+.. MLPro Documentations documentation master file, created by
+   sphinx-quickstart on Wed Sep 15 12:06:53 2021.
+   You can adapt this file completely to your liking, but it should at least
+   contain the root `toctree` directive.
+
+MLPro - Machine Learning Professional
+================================================
+
+`MLPro <https://github.com/fhswf/MLPro.git>`_ is a synoptic framework for standardized machine learning tasks in Python!
+
+MLPro was developed in 2021 by `Automation Technology team at Fachhochschule Südwestfalen <https://www.fh-swf.de/de/forschung___transfer_4/labore_3/labs/labor_fuer_automatisierungstechnik__soest_1/standardseite_57.php>`_.
+
+MLPro provides complete, standardized, and reusable functionalities to support your scientific research or industrial project in machine learning.
+
+In MLPro, we provide a standarized Python package for conducting research in reinforcement learning (RL) and game
+theoretical (GT) approaches, including environments, algorithms, multi-agent RL (MARL), and many more. Additionally, we
+enable our users to reuse the available packages by developing wrapper classes.
+
+Moreover, MLPro focuses not only on Model-Free but also Model-Based RL problem.
+
+Github repository: https://github.com/fhswf/MLPro.git
+
+
+Main Contributions
+--------------
+
+- Test-driven development
+- Clean code
+- Ready-to-use functionalities
+- Usability in scientific, industrial and educational contexts
+- Extensible, maintainable, understandable
+- Attractive UI support
+- Reuse of available state-of-the-art implementations
+- Clear documentations
+
+
+Instructions for use
+--------------
+
+.. toctree::
+   :maxdepth: 2
+   :caption: Introduction
+
+   instructions/intro/overview
+   instructions/intro/getstarted
+   instructions/intro/architecture
+   instructions/intro/dependencies
+
+.. toctree::
+   :maxdepth: 2
+   :caption: MLPro-BF – Basic Functions
+
+   instructions/bf/math
+   instructions/bf/ml
+
+.. toctree::
+   :maxdepth: 3
+   :caption: MLPro-RL – Reinforcement Learning
+
+   instructions/rl/overview
+   instructions/rl/agents
+   instructions/rl/env
+   instructions/rl/scenario
+   instructions/rl/pool
+   instructions/rl/wrapper
+   instructions/rl/howto
+
+.. toctree::
+   :maxdepth: 2
+   :caption: MLPro-GT – Game Theory
+
+   instructions/gt/gt
+
+.. toctree::
+   :maxdepth: 2
+   :caption: MLPro-UI – Interactive ML
+
+   instructions/ui/sciui
+
+.. toctree::
+   :maxdepth: 2
+   :caption: Project MLPro
+
+   instructions/project/versions
+   instructions/project/paper
+   instructions/project/cont
+
+.. toctree::
+   :maxdepth: 2
+   :caption: Quick Help
+
+   instructions/project/help
+
+Citing MLPro
+------------------------
+To cite this project in publications:
+
+.. code-block:: bibtex
+
+    @misc{...
+    }
+
+Contact Data
+------------------------
+Mail: mlpro@listen.fh-swf.de
diff --git a/doc/docs/_build/html/_sources/instructions/bf/math.rst.txt b/doc/docs/_build/html/_sources/instructions/bf/math.rst.txt
@@ -0,0 +1,26 @@
+Mathematics
+================
+
+`MLPro <https://github.com/fhswf/MLPro.git>`_ provides a module that consists of common
+machine learning functionalities and properties. Additionally, you can also find modules
+for basic mathematical classes and various classes with elementry functionalties to be
+reused in higher level classes, for example: logging, load/save, timer, data storing, etc.
+
+We provide :ref:`how to files<target-howto>` related to this subject.
+
+This module includes Dimension, Set, Element, ElementList, MSpace, and Espace classes.
+
+.. code-block:: bash
+
+    from mlpro.bf.math import * 
+
+Additional module includes load/save, logging, set timer, data storing, data loading, and
+data plotting functionalities.
+
+
+.. code-block:: bash
+
+    from mlpro.bf.various import * 
+
+
+Add text here!
diff --git a/doc/docs/_build/html/_sources/instructions/bf/ml.rst.txt b/doc/docs/_build/html/_sources/instructions/bf/ml.rst.txt
@@ -0,0 +1,19 @@
+Machine Learning
+================
+
+This module includes hyperparameter setting, hyperparameter tuning, adaptive, and buffer
+classes.
+
+.. code-block:: bash
+
+    from mlpro.bf.ml import * 
+
+
+Add text here!
+
+
+.. toctree::
+   :maxdepth: 1
+
+   ml/adapt
+   ml/tuning
diff --git a/doc/docs/_build/html/_sources/instructions/bf/ml/adapt.rst.txt b/doc/docs/_build/html/_sources/instructions/bf/ml/adapt.rst.txt
@@ -0,0 +1,4 @@
+Adaptivity
+-----------------------------------
+
+Add text here!
diff --git a/doc/docs/_build/html/_sources/instructions/bf/ml/tuning.rst.txt b/doc/docs/_build/html/_sources/instructions/bf/ml/tuning.rst.txt
@@ -0,0 +1,4 @@
+Hyperparameter Tuning
+-----------------------------------
+
+Add text here!