Added templates for unit testing and sphinx documentation

.gitignore

@@ -2,3 +2,9 @@ __pycache__/
 *.py[cod]
 rlenv/
 runs/
+*.tox
+*.coverage
+.vscode/
+docs/build
+.mypy_cache/
+*egg-info*

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
+
+if "%1" == "" goto help
+
+%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.http://sphinx-doc.org/
+	exit /b 1
+)
+
+%SPHINXBUILD% -M %1 %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O%
+goto end
+
+:help
+%SPHINXBUILD% -M help %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O%
+
+:end
+popd

docs/source/action_selector.rst

@@ -0,0 +1,4 @@
+Action Selector
+===============
+.. automodule:: rltorch.action_selector
+   :members:

docs/source/agents.rst

@@ -0,0 +1,4 @@
+Agents
+======
+.. automodule:: rltorch.agents
+   :members:

docs/source/conf.py

@@ -0,0 +1,58 @@
+# Configuration file for the Sphinx documentation builder.
+#
+# This file only contains a selection of the most common options. For a full
+# list see the documentation:
+# https://www.sphinx-doc.org/en/master/usage/configuration.html
+
+# -- Project information -----------------------------------------------------
+
+project = 'RLTorch'
+copyright = '2020, Brandon Rozek'
+author = 'Brandon Rozek'
+
+# The full version, including alpha/beta/rc tags
+release = '0.1.0'
+
+
+# -- General configuration ---------------------------------------------------
+
+# Add any Sphinx extension module names here, as strings. They can be
+# extensions coming with Sphinx (named 'sphinx.ext.*') or your custom
+# ones.
+extensions = [
+    "sphinx.ext.autodoc",
+    'sphinx.ext.autosummary',
+    'sphinx.ext.napoleon',
+    "sphinx.ext.viewcode",
+    "sphinx.ext.mathjax",
+]
+
+# Add any paths that contain templates here, relative to this directory.
+templates_path = ['_templates']
+
+# List of patterns, relative to source directory, that match files and
+# directories to ignore when looking for source files.
+# This pattern also affects html_static_path and html_extra_path.
+exclude_patterns = []
+
+
+# -- Options for HTML output -------------------------------------------------
+
+# The theme to use for HTML and HTML Help pages.  See the documentation for
+# a list of builtin themes.
+#
+html_theme = 'alabaster'
+
+
+html_sidebars = {
+    '**': [
+        'about.html',
+        'navigation.html',
+        'searchbox.html',
+    ]
+}
+
+# Add any paths that contain custom static files (such as style sheets) here,
+# relative to this directory. They are copied after the builtin static files,
+# so a file named "default.css" will overwrite the builtin "default.css".
+html_static_path = ['_static']

docs/source/env.rst

@@ -0,0 +1,5 @@
+Environment Utilities
+=====================
+.. automodule:: rltorch.env
+   :members:
+

docs/source/index.rst

@@ -0,0 +1,15 @@
+Welcome to RLTorch's documentation!
+===================================
+.. toctree::
+   :maxdepth: 2
+   :caption: Contents:
+
+   action_selector
+   agents
+   env
+   memory
+   mp
+   network
+   scheduler
+   log
+   seed

docs/source/log.rst

@@ -0,0 +1,4 @@
+Logging
+=======
+.. automodule:: rltorch.log
+   :members:

docs/source/memory.rst

@@ -0,0 +1,4 @@
+Memory Structures
+=================
+.. automodule:: rltorch.memory
+   :members:

docs/source/mp.rst

@@ -0,0 +1,4 @@
+Multiprocessing
+===============
+.. automodule:: rltorch.mp
+   :members:

docs/source/network.rst

@@ -0,0 +1,4 @@
+Neural Networks
+===============
+.. automodule:: rltorch.network
+   :members:

docs/source/scheduler.rst

@@ -0,0 +1,4 @@
+Hyperparameter Scheduling
+=========================
+.. automodule:: rltorch.scheduler
+   :members:

docs/source/seed.rst

@@ -0,0 +1,4 @@
+Seeding
+=======
+.. automodule:: rltorch.seed
+   :members:

requirements.txt

@@ -1,32 +0,0 @@
-absl-py==0.7.0
-astor==0.7.1
-atari-py==0.1.7
-certifi==2018.11.29
-chardet==3.0.4
-future==0.17.1
-gast==0.2.2
-grpcio==1.18.0
-gym==0.10.11
-h5py==2.9.0
-idna==2.8
-Keras-Applications==1.0.7
-Keras-Preprocessing==1.0.8
-Markdown==3.0.1
-numpy==1.16.0
-opencv-python==4.0.0.21
-Pillow==6.2.0
-pkg-resources==0.0.0
-protobuf==3.6.1
-pyglet==1.3.2
-PyOpenGL==3.1.0
-requests==2.21.0
-scipy==1.2.0
-six==1.12.0
-tensorboard==1.12.2
-tensorboardX==1.6
-tensorflow==1.15.2
-termcolor==1.1.0
-torch==1.0.0
-urllib3==1.24.2
-Werkzeug==0.15.3
-numba==0.42.1

setup.py

@@ -12,4 +12,11 @@ setuptools.setup(
     description="Reinforcement Learning Framework for PyTorch",
     version="0.1",
     packages=setuptools.find_packages(),
+    install_requires=[
+        "numpy~=1.16.0",
+        "opencv-python~=4.2.0.32",
+        "gym~=0.10.11",
+        "torch~=1.4.0",
+        "numba~=0.48.0"
+    ]
 )

tests/test.py

@@ -0,0 +1,6 @@
+import rltorch
+import unittest
+
+class Test(unittest.TestCase):
+    def test(self):
+        pass

tox.ini

@@ -0,0 +1,17 @@
+[tox]
+envlist = 
+    py36
+    py37
+    py38
+
+[testenv]
+deps = coverage
+commands = 
+    coverage run --source=tests,rltorch -m unittest discover tests
+
+
+[testenv:py38]
+commands =
+    coverage run --source=tests,rltorch -m unittest discover tests
+    coverage report -m
+