diff --git a/docs/finn/Makefile b/docs/finn/Makefile
deleted file mode 100644
index 12c4589fbdfe3a9298f8eac60910f798c5899789..0000000000000000000000000000000000000000
--- a/docs/finn/Makefile
+++ /dev/null
@@ -1,193 +0,0 @@
-# Makefile for Sphinx documentation
-#
-
-# You can set these variables from the command line.
-SPHINXOPTS =
-SPHINXBUILD = sphinx-build
-PAPER =
-BUILDDIR = ../build/sphinx/
-AUTODOCDIR = api
-AUTODOCBUILD = sphinx-apidoc
-PROJECT = FINN
-MODULEDIR = ../src/finn
-
-# User-friendly check for sphinx-build
-ifeq ($(shell which $(SPHINXBUILD) >/dev/null 2>&1; echo $?), 1)
-$(error The '$(SPHINXBUILD)' command was not found. Make sure you have Sphinx installed, then set the SPHINXBUILD environment variable to point to the full path of the '$(SPHINXBUILD)' executable. Alternatively you can add the directory with the executable to your PATH. If you don't have Sphinx installed, grab it from http://sphinx-doc.org/)
-endif
-
-# Internal variables.
-PAPEROPT_a4 = -D latex_paper_size=a4
-PAPEROPT_letter = -D latex_paper_size=letter
-ALLSPHINXOPTS = -d $(BUILDDIR)/doctrees $(PAPEROPT_$(PAPER)) $(SPHINXOPTS) .
-# the i18n builder cannot share the environment and doctrees with the others
-I18NSPHINXOPTS = $(PAPEROPT_$(PAPER)) $(SPHINXOPTS) .
-
-.PHONY: help clean html dirhtml singlehtml pickle json htmlhelp qthelp devhelp epub latex latexpdf text man changes linkcheck doctest gettext doc-requirements
-
-help:
- @echo "Please use \`make <target>' where <target> is one of"
- @echo " html to make standalone HTML files"
- @echo " dirhtml to make HTML files named index.html in directories"
- @echo " singlehtml to make a single large HTML file"
- @echo " pickle to make pickle files"
- @echo " json to make JSON files"
- @echo " htmlhelp to make HTML files and a HTML help project"
- @echo " qthelp to make HTML files and a qthelp project"
- @echo " devhelp to make HTML files and a Devhelp project"
- @echo " epub to make an epub"
- @echo " latex to make LaTeX files, you can set PAPER=a4 or PAPER=letter"
- @echo " latexpdf to make LaTeX files and run them through pdflatex"
- @echo " latexpdfja to make LaTeX files and run them through platex/dvipdfmx"
- @echo " text to make text files"
- @echo " man to make manual pages"
- @echo " texinfo to make Texinfo files"
- @echo " info to make Texinfo files and run them through makeinfo"
- @echo " gettext to make PO message catalogs"
- @echo " changes to make an overview of all changed/added/deprecated items"
- @echo " xml to make Docutils-native XML files"
- @echo " pseudoxml to make pseudoxml-XML files for display purposes"
- @echo " linkcheck to check all external links for integrity"
- @echo " doctest to run all doctests embedded in the documentation (if enabled)"
-
-clean:
- rm -rf $(BUILDDIR)/* $(AUTODOCDIR)
-
-$(AUTODOCDIR): $(MODULEDIR)
- mkdir -p $@
- $(AUTODOCBUILD) -f -o $@ $^
-
-doc-requirements: $(AUTODOCDIR)
-
-html: doc-requirements
- $(SPHINXBUILD) -b html $(ALLSPHINXOPTS) $(BUILDDIR)/html
- @echo
- @echo "Build finished. The HTML pages are in $(BUILDDIR)/html."
-
-dirhtml: doc-requirements
- $(SPHINXBUILD) -b dirhtml $(ALLSPHINXOPTS) $(BUILDDIR)/dirhtml
- @echo
- @echo "Build finished. The HTML pages are in $(BUILDDIR)/dirhtml."
-
-singlehtml: doc-requirements
- $(SPHINXBUILD) -b singlehtml $(ALLSPHINXOPTS) $(BUILDDIR)/singlehtml
- @echo
- @echo "Build finished. The HTML page is in $(BUILDDIR)/singlehtml."
-
-pickle: doc-requirements
- $(SPHINXBUILD) -b pickle $(ALLSPHINXOPTS) $(BUILDDIR)/pickle
- @echo
- @echo "Build finished; now you can process the pickle files."
-
-json: doc-requirements
- $(SPHINXBUILD) -b json $(ALLSPHINXOPTS) $(BUILDDIR)/json
- @echo
- @echo "Build finished; now you can process the JSON files."
-
-htmlhelp: doc-requirements
- $(SPHINXBUILD) -b htmlhelp $(ALLSPHINXOPTS) $(BUILDDIR)/htmlhelp
- @echo
- @echo "Build finished; now you can run HTML Help Workshop with the" \
- ".hhp project file in $(BUILDDIR)/htmlhelp."
-
-qthelp: doc-requirements
- $(SPHINXBUILD) -b qthelp $(ALLSPHINXOPTS) $(BUILDDIR)/qthelp
- @echo
- @echo "Build finished; now you can run "qcollectiongenerator" with the" \
- ".qhcp project file in $(BUILDDIR)/qthelp, like this:"
- @echo "# qcollectiongenerator $(BUILDDIR)/qthelp/$(PROJECT).qhcp"
- @echo "To view the help file:"
- @echo "# assistant -collectionFile $(BUILDDIR)/qthelp/$(PROJECT).qhc"
-
-devhelp: doc-requirements
- $(SPHINXBUILD) -b devhelp $(ALLSPHINXOPTS) $(BUILDDIR)/devhelp
- @echo
- @echo "Build finished."
- @echo "To view the help file:"
- @echo "# mkdir -p $HOME/.local/share/devhelp/$(PROJECT)"
- @echo "# ln -s $(BUILDDIR)/devhelp $HOME/.local/share/devhelp/$(PROJEC)"
- @echo "# devhelp"
-
-epub: doc-requirements
- $(SPHINXBUILD) -b epub $(ALLSPHINXOPTS) $(BUILDDIR)/epub
- @echo
- @echo "Build finished. The epub file is in $(BUILDDIR)/epub."
-
-patch-latex:
- find _build/latex -iname "*.tex" | xargs -- \
- sed -i'' 's~includegraphics{~includegraphics\[keepaspectratio,max size={\\textwidth}{\\textheight}\]{~g'
-
-latex: doc-requirements
- $(SPHINXBUILD) -b latex $(ALLSPHINXOPTS) $(BUILDDIR)/latex
- $(MAKE) patch-latex
- @echo
- @echo "Build finished; the LaTeX files are in $(BUILDDIR)/latex."
- @echo "Run \`make' in that directory to run these through (pdf)latex" \
- "(use \`make latexpdf' here to do that automatically)."
-
-latexpdf: doc-requirements
- $(SPHINXBUILD) -b latex $(ALLSPHINXOPTS) $(BUILDDIR)/latex
- $(MAKE) patch-latex
- @echo "Running LaTeX files through pdflatex..."
- $(MAKE) -C $(BUILDDIR)/latex all-pdf
- @echo "pdflatex finished; the PDF files are in $(BUILDDIR)/latex."
-
-latexpdfja: doc-requirements
- $(SPHINXBUILD) -b latex $(ALLSPHINXOPTS) $(BUILDDIR)/latex
- @echo "Running LaTeX files through platex and dvipdfmx..."
- $(MAKE) -C $(BUILDDIR)/latex all-pdf-ja
- @echo "pdflatex finished; the PDF files are in $(BUILDDIR)/latex."
-
-text: doc-requirements
- $(SPHINXBUILD) -b text $(ALLSPHINXOPTS) $(BUILDDIR)/text
- @echo
- @echo "Build finished. The text files are in $(BUILDDIR)/text."
-
-man: doc-requirements
- $(SPHINXBUILD) -b man $(ALLSPHINXOPTS) $(BUILDDIR)/man
- @echo
- @echo "Build finished. The manual pages are in $(BUILDDIR)/man."
-
-texinfo: doc-requirements
- $(SPHINXBUILD) -b texinfo $(ALLSPHINXOPTS) $(BUILDDIR)/texinfo
- @echo
- @echo "Build finished. The Texinfo files are in $(BUILDDIR)/texinfo."
- @echo "Run \`make' in that directory to run these through makeinfo" \
- "(use \`make info' here to do that automatically)."
-
-info: doc-requirements
- $(SPHINXBUILD) -b texinfo $(ALLSPHINXOPTS) $(BUILDDIR)/texinfo
- @echo "Running Texinfo files through makeinfo..."
- make -C $(BUILDDIR)/texinfo info
- @echo "makeinfo finished; the Info files are in $(BUILDDIR)/texinfo."
-
-gettext: doc-requirements
- $(SPHINXBUILD) -b gettext $(I18NSPHINXOPTS) $(BUILDDIR)/locale
- @echo
- @echo "Build finished. The message catalogs are in $(BUILDDIR)/locale."
-
-changes: doc-requirements
- $(SPHINXBUILD) -b changes $(ALLSPHINXOPTS) $(BUILDDIR)/changes
- @echo
- @echo "The overview file is in $(BUILDDIR)/changes."
-
-linkcheck: doc-requirements
- $(SPHINXBUILD) -b linkcheck $(ALLSPHINXOPTS) $(BUILDDIR)/linkcheck
- @echo
- @echo "Link check complete; look for any errors in the above output " \
- "or in $(BUILDDIR)/linkcheck/output.txt."
-
-doctest: doc-requirements
- $(SPHINXBUILD) -b doctest $(ALLSPHINXOPTS) $(BUILDDIR)/doctest
- @echo "Testing of doctests in the sources finished, look at the " \
- "results in $(BUILDDIR)/doctest/output.txt."
-
-xml: doc-requirements
- $(SPHINXBUILD) -b xml $(ALLSPHINXOPTS) $(BUILDDIR)/xml
- @echo
- @echo "Build finished. The XML files are in $(BUILDDIR)/xml."
-
-pseudoxml: doc-requirements
- $(SPHINXBUILD) -b pseudoxml $(ALLSPHINXOPTS) $(BUILDDIR)/pseudoxml
- @echo
- @echo "Build finished. The pseudo-XML files are in $(BUILDDIR)/pseudoxml."
diff --git a/docs/finn/_static/.gitignore b/docs/finn/_static/.gitignore
deleted file mode 100644
index 3c963632027b176c1146e6cca3b2d1aab781d766..0000000000000000000000000000000000000000
--- a/docs/finn/_static/.gitignore
+++ /dev/null
@@ -1 +0,0 @@
-# Empty directory
diff --git a/docs/finn/authors.rst b/docs/finn/authors.rst
deleted file mode 100644
index cd8e0913a8fa9ba3a03696eb3f0a03730d14a485..0000000000000000000000000000000000000000
--- a/docs/finn/authors.rst
+++ /dev/null
@@ -1,2 +0,0 @@
-.. _authors:
-.. include:: ../AUTHORS.rst
diff --git a/docs/finn/changelog.rst b/docs/finn/changelog.rst
deleted file mode 100644
index 871950df3f80fa9315dcec169c6af0a0a000f62e..0000000000000000000000000000000000000000
--- a/docs/finn/changelog.rst
+++ /dev/null
@@ -1,2 +0,0 @@
-.. _changes:
-.. include:: ../CHANGELOG.rst
diff --git a/docs/finn/conf.py b/docs/finn/conf.py
deleted file mode 100644
index ba93a027cd73e8782ae541c43455bc180fd91dbb..0000000000000000000000000000000000000000
--- a/docs/finn/conf.py
+++ /dev/null
@@ -1,275 +0,0 @@
-# -*- coding: utf-8 -*-
-#
-# 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.
-
-import inspect
-import os
-import shutil
-import sys
-
-__location__ = os.path.join(
- os.getcwd(), os.path.dirname(inspect.getfile(inspect.currentframe()))
-)
-
-# 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.
-sys.path.insert(0, os.path.join(__location__, "../src"))
-
-# -- Run sphinx-apidoc ------------------------------------------------------
-# This hack is necessary since RTD does not issue `sphinx-apidoc` before running
-# `sphinx-build -b html . _build/html`. See Issue:
-# https://github.com/rtfd/readthedocs.org/issues/1139
-# DON'T FORGET: Check the box "Install your project inside a virtualenv using
-# setup.py install" in the RTD Advanced Settings.
-# Additionally it helps us to avoid running apidoc manually
-
-try: # for Sphinx >= 1.7
- from sphinx.ext import apidoc
-except ImportError:
- from sphinx import apidoc
-
-output_dir = os.path.join(__location__, "api")
-module_dir = os.path.join(__location__, "../src/finn")
-try:
- shutil.rmtree(output_dir)
-except FileNotFoundError:
- pass
-
-try:
- import sphinx
- from pkg_resources import parse_version
-
- cmd_line_template = "sphinx-apidoc -f -o {outputdir} {moduledir}"
- cmd_line = cmd_line_template.format(outputdir=output_dir, moduledir=module_dir)
-
- args = cmd_line.split(" ")
- if parse_version(sphinx.__version__) >= parse_version("1.7"):
- args = args[1:]
-
- apidoc.main(args)
-except Exception as e:
- print("Running `sphinx-apidoc` failed!\n{}".format(e))
-
-# -- 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.intersphinx",
- "sphinx.ext.todo",
- "sphinx.ext.autosummary",
- "sphinx.ext.viewcode",
- "sphinx.ext.coverage",
- "sphinx.ext.doctest",
- "sphinx.ext.ifconfig",
- "sphinx.ext.mathjax",
- "sphinx.ext.napoleon",
-]
-
-# Add any paths that contain templates here, relative to this directory.
-templates_path = ["_templates"]
-
-# The suffix of source filenames.
-source_suffix = ".rst"
-
-# The encoding of source files.
-# source_encoding = 'utf-8-sig'
-
-# The master toctree document.
-master_doc = "index"
-
-# General information about the project.
-project = u"FINN"
-copyright = u"2019, Yaman Umuroglu"
-
-# 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 = "" # Is set by calling `setup.py docs`
-# The full version, including alpha/beta/rc tags.
-release = "" # Is set by calling `setup.py docs`
-
-# The language for content autogenerated by Sphinx. Refer to documentation
-# for a list of supported languages.
-# language = None
-
-# There are two options for replacing |today|: either, you set today to some
-# non-false value, then it is used:
-# today = ''
-# Else, today_fmt is used as the format for a strftime call.
-# today_fmt = '%B %d, %Y'
-
-# List of patterns, relative to source directory, that match files and
-# directories to ignore when looking for source files.
-exclude_patterns = ["_build"]
-
-# The reST default role (used for this markup: `text`) to use for all documents.
-# default_role = None
-
-# If true, '()' will be appended to :func: etc. cross-reference text.
-# add_function_parentheses = True
-
-# If true, the current module name will be prepended to all description
-# unit titles (such as .. function::).
-# add_module_names = True
-
-# If true, sectionauthor and moduleauthor directives will be shown in the
-# output. They are ignored by default.
-# show_authors = False
-
-# The name of the Pygments (syntax highlighting) style to use.
-pygments_style = "sphinx"
-
-# A list of ignored prefixes for module index sorting.
-# modindex_common_prefix = []
-
-# If true, keep warnings as "system message" paragraphs in the built documents.
-# keep_warnings = False
-
-
-# -- 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"
-
-# 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 = {"sidebar_width": "300px", "page_width": "1200px"}
-
-# Add any paths that contain custom themes here, relative to this directory.
-# html_theme_path = []
-
-# The name for this set of Sphinx documents. If None, it defaults to
-# "<project> v<release> documentation".
-try:
- from finn import __version__ as version
-except ImportError:
- pass
-else:
- release = version
-
-# A shorter title for the navigation bar. Default is the same as html_title.
-# html_short_title = None
-
-# The name of an image file (relative to this directory) to place at the top
-# of the sidebar.
-# html_logo = ""
-
-# The name of an image file (within the static path) to use as favicon of the
-# docs. This file should be a Windows icon file (.ico) being 16x16 or 32x32
-# pixels large.
-# html_favicon = None
-
-# 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"]
-
-# If not '', a 'Last updated on:' timestamp is inserted at every page bottom,
-# using the given strftime format.
-# html_last_updated_fmt = '%b %d, %Y'
-
-# If true, SmartyPants will be used to convert quotes and dashes to
-# typographically correct entities.
-# html_use_smartypants = True
-
-# Custom sidebar templates, maps document names to template names.
-# html_sidebars = {}
-
-# Additional templates that should be rendered to pages, maps page names to
-# template names.
-# html_additional_pages = {}
-
-# If false, no module index is generated.
-# html_domain_indices = True
-
-# If false, no index is generated.
-# html_use_index = True
-
-# If true, the index is split into individual pages for each letter.
-# html_split_index = False
-
-# If true, links to the reST sources are added to the pages.
-# html_show_sourcelink = True
-
-# If true, "Created using Sphinx" is shown in the HTML footer. Default is True.
-# html_show_sphinx = True
-
-# If true, "(C) Copyright ..." is shown in the HTML footer. Default is True.
-# html_show_copyright = True
-
-# If true, an OpenSearch description file will be output, and all pages will
-# contain a <link> tag referring to it. The value of this option must be the
-# base URL from which the finished HTML is served.
-# html_use_opensearch = ''
-
-# This is the file name suffix for HTML files (e.g. ".xhtml").
-# html_file_suffix = None
-
-# Output file base name for HTML help builder.
-htmlhelp_basename = "finn-doc"
-
-
-# -- 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': '',
-}
-
-# Grouping the document tree into LaTeX files. List of tuples
-# (source start file, target name, title, author, documentclass [howto/manual]).
-latex_documents = [
- ("index", "user_guide.tex", u"FINN Documentation", u"Yaman Umuroglu", "manual")
-]
-
-# The name of an image file (relative to this directory) to place at the top of
-# the title page.
-# latex_logo = ""
-
-# For "manual" documents, if this is true, then toplevel headings are parts,
-# not chapters.
-# latex_use_parts = False
-
-# If true, show page references after internal links.
-# latex_show_pagerefs = False
-
-# If true, show URL addresses after external links.
-# latex_show_urls = False
-
-# Documents to append as an appendix to all manuals.
-# latex_appendices = []
-
-# If false, no module index is generated.
-# latex_domain_indices = True
-
-# -- External mapping ------------------------------------------------------------
-python_version = ".".join(map(str, sys.version_info[0:2]))
-intersphinx_mapping = {
- "sphinx": ("http://www.sphinx-doc.org/en/stable", None),
- "python": ("https://docs.python.org/" + python_version, None),
- "matplotlib": ("https://matplotlib.org", None),
- "numpy": ("https://docs.scipy.org/doc/numpy", None),
- "sklearn": ("http://scikit-learn.org/stable", None),
- "pandas": ("http://pandas.pydata.org/pandas-docs/stable", None),
- "scipy": ("https://docs.scipy.org/doc/scipy/reference", None),
-}
diff --git a/docs/finn/index.rst b/docs/finn/index.rst
deleted file mode 100644
index 66f8d97118ae762fb84bcb72c9a81c7cce2a5ba4..0000000000000000000000000000000000000000
--- a/docs/finn/index.rst
+++ /dev/null
@@ -1,59 +0,0 @@
-====
-FINN
-====
-
-This is the documentation of **FINN**.
-
-.. note::
-
- This is the main page of your project's `Sphinx`_ documentation.
- It is formatted in `reStructuredText`_. Add additional pages
- by creating rst-files in ``docs`` and adding them to the `toctree`_ below.
- Use then `references`_ in order to link them from this page, e.g.
- :ref:`authors` and :ref:`changes`.
-
- It is also possible to refer to the documentation of other Python packages
- with the `Python domain syntax`_. By default you can reference the
- documentation of `Sphinx`_, `Python`_, `NumPy`_, `SciPy`_, `matplotlib`_,
- `Pandas`_, `Scikit-Learn`_. You can add more by extending the
- ``intersphinx_mapping`` in your Sphinx's ``conf.py``.
-
- The pretty useful extension `autodoc`_ is activated by default and lets
- you include documentation from docstrings. Docstrings can be written in
- `Google style`_ (recommended!), `NumPy style`_ and `classical style`_.
-
-
-Contents
-========
-
-.. toctree::
- :maxdepth: 2
-
- License <license>
- Authors <authors>
- Changelog <changelog>
- Module Reference <api/modules>
-
-
-Indices and tables
-==================
-
-* :ref:`genindex`
-* :ref:`modindex`
-* :ref:`search`
-
-.. _toctree: http://www.sphinx-doc.org/en/master/usage/restructuredtext/directives.html
-.. _reStructuredText: http://www.sphinx-doc.org/en/master/usage/restructuredtext/basics.html
-.. _references: http://www.sphinx-doc.org/en/stable/markup/inline.html
-.. _Python domain syntax: http://sphinx-doc.org/domains.html#the-python-domain
-.. _Sphinx: http://www.sphinx-doc.org/
-.. _Python: http://docs.python.org/
-.. _Numpy: http://docs.scipy.org/doc/numpy
-.. _SciPy: http://docs.scipy.org/doc/scipy/reference/
-.. _matplotlib: https://matplotlib.org/contents.html#
-.. _Pandas: http://pandas.pydata.org/pandas-docs/stable
-.. _Scikit-Learn: http://scikit-learn.org/stable
-.. _autodoc: http://www.sphinx-doc.org/en/stable/ext/autodoc.html
-.. _Google style: https://github.com/google/styleguide/blob/gh-pages/pyguide.md#38-comments-and-docstrings
-.. _NumPy style: https://numpydoc.readthedocs.io/en/latest/format.html
-.. _classical style: http://www.sphinx-doc.org/en/stable/domains.html#info-field-lists
diff --git a/docs/finn/license.rst b/docs/finn/license.rst
deleted file mode 100644
index 3989c5130411f77da5198a165361ea1b8b2fc1de..0000000000000000000000000000000000000000
--- a/docs/finn/license.rst
+++ /dev/null
@@ -1,7 +0,0 @@
-.. _license:
-
-=======
-License
-=======
-
-.. include:: ../LICENSE.txt