diff --git a/docs/Makefile b/docs/Makefile
new file mode 100644
index 0000000000000000000000000000000000000000..cb6f40a684fe75a70351c3847c2c794b1cdee6b3
--- /dev/null
+++ b/docs/Makefile
@@ -0,0 +1,20 @@
+# Minimal makefile for Sphinx documentation
+#
+
+# You can set these variables from the command line.
+SPHINXOPTS =
+SPHINXBUILD = python -msphinx
+SPHINXPROJ = TOPFARM
+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)
\ No newline at end of file
diff --git a/docs/make.bat b/docs/make.bat
new file mode 100644
index 0000000000000000000000000000000000000000..b24108efb6ac5838be8c8a5236023721a20a7cb8
--- /dev/null
+++ b/docs/make.bat
@@ -0,0 +1,36 @@
+@ECHO OFF
+
+pushd %~dp0
+
+REM Command file for Sphinx documentation
+
+if "%SPHINXBUILD%" == "" (
+ set SPHINXBUILD=python -msphinx
+)
+set SOURCEDIR=source
+set BUILDDIR=build
+set SPHINXPROJ=TOPFARM
+
+if "%1" == "" goto help
+
+%SPHINXBUILD% >NUL 2>NUL
+if errorlevel 9009 (
+ echo.
+ echo.The Sphinx module was not found. Make sure you have Sphinx installed,
+ echo.then set the SPHINXBUILD environment variable to point to the full
+ echo.path of the 'sphinx-build' executable. Alternatively you may add the
+ echo.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%
+goto end
+
+:help
+%SPHINXBUILD% -M help %SOURCEDIR% %BUILDDIR% %SPHINXOPTS%
+
+:end
+popd
diff --git a/docs/source/conf.py b/docs/source/conf.py
new file mode 100644
index 0000000000000000000000000000000000000000..7399b447073caf7c9546ac16b03e710b87d19f98
--- /dev/null
+++ b/docs/source/conf.py
@@ -0,0 +1,182 @@
+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+#
+# TOPFARM documentation build configuration file, created by
+# sphinx-quickstart on Tue May 1 18:31:31 2018.
+#
+# This file is execfile()d with the current directory set to its
+# containing dir.
+#
+# Note that not all possible configuration values are present in this
+# autogenerated file.
+#
+# All configuration values have a default; values that are commented out
+# serve to show the default.
+
+# If extensions (or modules to document with autodoc) are in another directory,
+# add these directories to sys.path here. If the directory is relative to the
+# documentation root, use os.path.abspath to make it absolute, like shown here.
+#
+# import os
+# import sys
+# sys.path.insert(0, os.path.abspath('.'))
+
+
+# -- General configuration ------------------------------------------------
+
+# If your documentation needs a minimal Sphinx version, state it here.
+#
+# needs_sphinx = '1.0'
+
+# 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.doctest',
+ 'sphinx.ext.intersphinx',
+ 'sphinx.ext.todo',
+ 'sphinx.ext.coverage',
+ 'sphinx.ext.viewcode']
+
+# Add any paths that contain templates here, relative to this directory.
+templates_path = ['_templates']
+
+# The suffix(es) of source filenames.
+# You can specify multiple suffix as a list of string:
+#
+# source_suffix = ['.rst', '.md']
+source_suffix = '.rst'
+
+# The master toctree document.
+master_doc = 'index'
+
+# General information about the project.
+project = 'TOPFARM'
+copyright = '2018, DTU Wind Energy'
+author = 'DTU Wind Energy'
+
+# The version info for the project you're documenting, acts as replacement for
+# |version| and |release|, also used in various other places throughout the
+# built documents.
+#
+# The short X.Y version.
+version = '2.0'
+# The full version, including alpha/beta/rc tags.
+release = '2.0a'
+
+# The language for content autogenerated by Sphinx. Refer to documentation
+# for a list of supported languages.
+#
+# This is also used if you do content translation via gettext catalogs.
+# Usually you set "language" from the command line for these cases.
+language = None
+
+# List of patterns, relative to source directory, that match files and
+# directories to ignore when looking for source files.
+# This patterns also effect to html_static_path and html_extra_path
+exclude_patterns = []
+
+# The name of the Pygments (syntax highlighting) style to use.
+pygments_style = 'sphinx'
+
+# If true, `todo` and `todoList` produce output, else they produce nothing.
+todo_include_todos = True
+
+
+# -- 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 = 'sphinx_rtd_theme'
+
+
+# Theme options are theme-specific and customize the look and feel of a theme
+# further. For a list of options available for each theme, see the
+# documentation.
+#
+html_theme_options = {
+ # TOC options
+ 'navigation_depth': 2, # only show 2 levels on left sidebar
+ 'collapse_navigation': False, # don't allow sidebar to collapse
+ }
+
+
+
+
+# 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']
+
+# Custom sidebar templates, must be a dictionary that maps document names
+# to template names. (required for alabaster theme)
+#
+# html_sidebars = {}
+
+
+# -- Options for HTMLHelp output ------------------------------------------
+
+# Output file base name for HTML help builder.
+htmlhelp_basename = 'TOPFARMdoc'
+
+
+# -- Options for LaTeX output ---------------------------------------------
+
+latex_elements = {
+ # The paper size ('letterpaper' or 'a4paper').
+ #
+ # 'papersize': 'letterpaper',
+
+ # The font size ('10pt', '11pt' or '12pt').
+ #
+ # 'pointsize': '10pt',
+
+ # Additional stuff for the LaTeX preamble.
+ #
+ # 'preamble': '',
+
+ # Latex figure (float) alignment
+ #
+ # 'figure_align': 'htbp',
+}
+
+# Grouping the document tree into LaTeX files. List of tuples
+# (source start file, target name, title,
+# author, documentclass [howto, manual, or own class]).
+latex_documents = [
+ (master_doc, 'TOPFARM.tex', 'TOPFARM Documentation',
+ 'DTU Wind Energy', 'manual'),
+]
+
+
+# -- Options for manual page output ---------------------------------------
+
+# One entry per manual page. List of tuples
+# (source start file, name, description, authors, manual section).
+man_pages = [
+ (master_doc, 'topfarm', 'TOPFARM Documentation',
+ [author], 1)
+]
+
+
+# -- Options for Texinfo output -------------------------------------------
+
+# Grouping the document tree into Texinfo files. List of tuples
+# (source start file, target name, title, author,
+# dir menu entry, description, category)
+texinfo_documents = [
+ (master_doc, 'TOPFARM', 'TOPFARM Documentation',
+ author, 'TOPFARM', 'One line description of project.',
+ 'Miscellaneous'),
+]
+
+
+
+
+# Example configuration for intersphinx: refer to the Python standard library.
+intersphinx_mapping = {
+'python': ('https://docs.python.org/3.4', None),
+'pandas': ('http://pandas-docs.github.io/pandas-docs-travis', None),
+'numpy': ('http://docs.scipy.org/doc/numpy-1.13.0', None)
+}
diff --git a/docs/source/dev_guide/bookkeeping.rst b/docs/source/dev_guide/bookkeeping.rst
new file mode 100644
index 0000000000000000000000000000000000000000..e416ec6d92d55ebf2fb32c1eebbd9bb3929d82a0
--- /dev/null
+++ b/docs/source/dev_guide/bookkeeping.rst
@@ -0,0 +1,66 @@
+.. _bookkeeping:
+
+
+=======================
+Bookkeeping
+=======================
+
+
+GitLab project settings
+-----------------------
+
+
+I think there's an artist hidden in the bottom of every single one of us.
+This is the fun part.
+This is your world.
+Little trees and bushes grow however makes them happy.
+Trees cover up a multitude of sins.
+We'll paint one happy little tree right here.
+
+Runners
+-------
+
+Isn't that fantastic that you can create an almighty tree that fast?
+We might as well make some Almighty mountains today as well, what the heck.
+Fluff it up a little and hypnotize it.
+We're not trying to teach you a thing to copy.
+We're just here to teach you a technique, then let you loose into the world.
+
+Documentation generation
+------------------------
+
+1. Run ``sphinx-quickstart`` with the following options:
+
+ * root path: docs
+ * separate source and build: y
+ * Name prefix: '_'
+ * (Project name, Author, version, etc. particular to TOPFARM)
+ * Project language: en
+ * Source file suffix: .rst
+ * Name of master document: index
+ * Use the epub builder: n
+ * autodoc: y
+ * doctest: y
+ * intersphinx: y
+ * todo: y
+ * coverage: y
+ * imgmath: n
+ * mathjax: n
+ * ifconfig: n
+ * viewcode: y
+ * githubpages: n
+ * Makefile: y
+ * Windows command file: y
+
+2. Make a few changes to the generated ``conf.py``:
+
+ * Change ``html_theme`` to ``sphinx_rtd_theme``
+ * ``html_theme_options = {
+ # Toc options
+ 'navigation_depth': 2,
+ 'collapse_navigation': False}``
+ * Remove ``html_sidebars``
+ * Add elements for intersphinx mapping (see ``conf.py``)
+
+3. Manually change ``index.rst`` for content that is not generated
+ automatically.
diff --git a/docs/source/dev_guide/dev_workflow.rst b/docs/source/dev_guide/dev_workflow.rst
new file mode 100644
index 0000000000000000000000000000000000000000..09520346c13e5386cf1c7117761606f653b4e734
--- /dev/null
+++ b/docs/source/dev_guide/dev_workflow.rst
@@ -0,0 +1,55 @@
+.. _dev_workflow:
+
+=======================
+Development Workflow
+=======================
+
+A fan brush is a fantastic piece of equipment.
+Use it.
+Make friends with it.
+Go out on a limb - that's where the fruit is.
+
+
+
+Branching vs. forking
+---------------------
+
+
+I think there's an artist hidden in the bottom of every single one of us.
+This is the fun part.
+This is your world.
+Little trees and bushes grow however makes them happy.
+Trees cover up a multitude of sins.
+We'll paint one happy little tree right here.
+
+
+Merging to master
+-----------------
+
+Isn't that fantastic that you can create an almighty tree that fast?
+We might as well make some Almighty mountains today as well, what the heck.
+Fluff it up a little and hypnotize it.
+We're not trying to teach you a thing to copy.
+We're just here to teach you a technique, then let you loose into the world.
+
+
+GitLab and GitHub
+-----------------
+
+Decide where your cloud lives. Maybe he lives right in here.
+The little tiny Tim easels will let you down.
+Here's something that's fun. If you do too much it's going to lose its effectiveness.
+
+
+Issue tracking
+--------------
+
+But they're very easily killed.
+Clouds are delicate.
+Go out on a limb - that's where the fruit is.
+Now it's beginning to make a little sense.
+You have to make these big decisions.
+In painting, you have unlimited power.
+You have the ability to move mountains. You can bend rivers.
+But when I get home, the only thing I have power over is the garbage.
+That's a crooked tree. We'll send him to Washington.
diff --git a/docs/source/dev_guide/docker_settings.rst b/docs/source/dev_guide/docker_settings.rst
new file mode 100644
index 0000000000000000000000000000000000000000..68a40a643c42e1920970aa04edeb5cd324dc337c
--- /dev/null
+++ b/docs/source/dev_guide/docker_settings.rst
@@ -0,0 +1,27 @@
+.. _docker_settings:
+
+=======================
+Docker Settings
+=======================
+
+
+Background
+----------
+
+A fan brush is a fantastic piece of equipment.
+Use it.
+Make friends with it.
+Go out on a limb - that's where the fruit is.
+
+
+Image configuration
+-------------------
+
+
+I think there's an artist hidden in the bottom of every single one of us.
+This is the fun part.
+This is your world.
+Little trees and bushes grow however makes them happy.
+Trees cover up a multitude of sins.
+We'll paint one happy little tree right here.
+
diff --git a/docs/source/dev_guide/quick_guide.rst b/docs/source/dev_guide/quick_guide.rst
new file mode 100644
index 0000000000000000000000000000000000000000..09203e2a8a7f38fe177a7f752514f259c8fa5e57
--- /dev/null
+++ b/docs/source/dev_guide/quick_guide.rst
@@ -0,0 +1,9 @@
+.. _quick_guide:
+
+=======================
+Quick Reference
+=======================
+
+1. Do this first.
+2. Then do this.
+3. Lastly, this.
diff --git a/docs/source/dev_guide/test_docs.rst b/docs/source/dev_guide/test_docs.rst
new file mode 100644
index 0000000000000000000000000000000000000000..df59658035751edda904960df315cf0d2c485371
--- /dev/null
+++ b/docs/source/dev_guide/test_docs.rst
@@ -0,0 +1,59 @@
+.. _test_docs:
+
+===========================
+Testing and Documentation
+===========================
+
+A fan brush is a fantastic piece of equipment.
+Use it.
+Make friends with it.
+Go out on a limb - that's where the fruit is.
+
+
+
+Coverage requirements
+---------------------
+
+
+I think there's an artist hidden in the bottom of every single one of us.
+This is the fun part.
+This is your world.
+Little trees and bushes grow however makes them happy.
+Trees cover up a multitude of sins.
+We'll paint one happy little tree right here.
+
+
+Docstring formatting
+--------------------
+
+Isn't that fantastic that you can create an almighty tree that fast?
+We might as well make some Almighty mountains today as well, what the heck.
+Fluff it up a little and hypnotize it.
+We're not trying to teach you a thing to copy.
+We're just here to teach you a technique, then let you loose into the world.
+
+Updating the documentation
+--------------------------
+
+The workflow for updating the documentation is slightly different
+than updating code. Namely, you must build the docs locally using
+sphinx to make sure everything looks okay before you push. Here is
+the workflow for updating documentation:
+
+1. Create a branch ``docs`` from branch ``master``. If it already
+ exists, contact whoever pushed last to make sure their changes
+ were merged into ``master`` and have them delete the branch.
+2. Make your change to the documentation.
+3. Locally build the documentation using whatever terminal prompt you
+ like (e.g., Anaconda Prompt, etc) by executing this command from
+ the ``docs`` folder on your computer:
+ ``make html``
+4. In the created ``build/html`` folder, double-click ``index.html``
+ and navigate around the resulting docs to make sure your changes
+ are good.
+5. Push your local ``docs`` branch to GitLab, create a merge request,
+ and assign someone else to review it.
+6. If you're the reviewer, check the changes but also build the docs
+ locally to see how they look.
+7. Once the merge request is accepted, delete the ``docs`` branch
+ both on GitLab and locally.
diff --git a/docs/source/index.rst b/docs/source/index.rst
new file mode 100644
index 0000000000000000000000000000000000000000..1219b41539f662f4ad56230c320b8375f471c4e8
--- /dev/null
+++ b/docs/source/index.rst
@@ -0,0 +1,33 @@
+.. TOPFARM documentation master file, created by
+ sphinx-quickstart on Tue May 1 18:31:31 2018.
+ Modified manually for non-auto-gen content.
+
+Welcome to TOPFARM, the wind-farm optimizer
+===========================================
+
+.. toctree::
+ :caption: User Guide
+ :maxdepth: 2
+
+ user_guide/overview
+ user_guide/installation
+ user_guide/faqs
+
+.. toctree::
+ :caption: Developer Guide
+ :maxdepth: 2
+
+ dev_guide/quick_guide
+ dev_guide/dev_workflow
+ dev_guide/test_docs
+ dev_guide/docker_settings
+ dev_guide/bookkeeping
+
+
+
+Indices and tables
+==================
+
+* :ref:`genindex`
+* :ref:`modindex`
+* :ref:`search`
diff --git a/docs/source/user_guide/faqs.rst b/docs/source/user_guide/faqs.rst
new file mode 100644
index 0000000000000000000000000000000000000000..6b8c63a235a47bf278ae1f6f90216045bbc4453c
--- /dev/null
+++ b/docs/source/user_guide/faqs.rst
@@ -0,0 +1,11 @@
+.. _faqs:
+
+===========================
+Frequently Asked Questions
+===========================
+
+1. How do I install TOPFARM?
+2. Something is not working in TOPFARM.
+ What do I do?
+3. How do I contact the developers?
+4. How can I add my own models to TOPFARM?
diff --git a/docs/source/user_guide/installation.rst b/docs/source/user_guide/installation.rst
new file mode 100644
index 0000000000000000000000000000000000000000..81e38420f047df5b126080fb4e083d7749f770b1
--- /dev/null
+++ b/docs/source/user_guide/installation.rst
@@ -0,0 +1,28 @@
+.. _installation:
+
+===========================
+Installation
+===========================
+
+How you install TOPFARM on your system.
+
+
+Windows
+-------
+
+Isn't that fantastic that you can create an almighty tree that fast?
+We might as well make some Almighty mountains today as well, what the heck.
+Fluff it up a little and hypnotize it.
+We're not trying to teach you a thing to copy.
+We're just here to teach you a technique, then let you loose into the world.
+
+
+Mac/Linux
+---------
+
+I think there's an artist hidden in the bottom of every single one of us.
+This is the fun part.
+This is your world.
+Little trees and bushes grow however makes them happy.
+Trees cover up a multitude of sins.
+We'll paint one happy little tree right here.
diff --git a/docs/source/user_guide/overview.rst b/docs/source/user_guide/overview.rst
new file mode 100644
index 0000000000000000000000000000000000000000..e18c922dfe721e1a936641de37dc6212b33c2b19
--- /dev/null
+++ b/docs/source/user_guide/overview.rst
@@ -0,0 +1,33 @@
+.. _overview:
+
+===========================
+Overview
+===========================
+
+What is TOPFARM?
+Why should you use it?
+
+
+How to use the docs
+-------------------
+
+User guide, developer guide, installation, FAQs.
+
+Isn't that fantastic that you can create an almighty tree that fast?
+We might as well make some Almighty mountains today as well, what the heck.
+Fluff it up a little and hypnotize it.
+We're not trying to teach you a thing to copy.
+We're just here to teach you a technique, then let you loose into the world.
+
+
+Code structure
+--------------
+
+TOPFARM versus FUSED-Wake et al.
+
+I think there's an artist hidden in the bottom of every single one of us.
+This is the fun part.
+This is your world.
+Little trees and bushes grow however makes them happy.
+Trees cover up a multitude of sins.
+We'll paint one happy little tree right here.