diff --git a/.flake8 b/.flake8
new file mode 100644
index 0000000..282ee16
--- /dev/null
+++ b/.flake8
@@ -0,0 +1,6 @@
+[flake8]
+exclude = __pycache__, built, build, mytest, htmlcov, drafts
+ignore = E203, E266, W291, W503
+max-line-length = 180
+max-complexity = 18
+select = B,C,E,F,W,T4,B9
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..73d2627
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,114 @@
+run_classification.py
+run_regression.py
+
+.github/assets/
+
+# Pycharm
+.idea/
+tut_upcode.md
+drafts/
+docs/refs/
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+.hypothesis/
+.pytest_cache/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# pyenv
+.python-version
+
+# celery beat schedule file
+celerybeat-schedule
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
diff --git a/.readthedocs.yaml b/.readthedocs.yaml
new file mode 100644
index 0000000..393e9e7
--- /dev/null
+++ b/.readthedocs.yaml
@@ -0,0 +1,24 @@
+# Read the Docs configuration file
+# See https://docs.readthedocs.io/en/stable/config-file/v2.html for details
+
+# Required
+version: 2
+
+# Build all formats
+formats: all
+
+build:
+  os: "ubuntu-20.04"
+  tools:
+    python: "3.8"
+
+# Build documentation in the docs/ directory with Sphinx
+sphinx:
+  configuration: docs/source/conf.py
+
+python:
+  install:
+    - requirements: docs/requirements.txt
+
+submodules:
+  include: all