usual dev requirements

requirements-dev.txt

# install base requirements
-r requirements.txt

# ========= Dev requirements
## --- Jupyter ----
jupyter==1.0.0
jupyter-contrib-nbextensions==0.5.1
ipywidgets==7.7.0
jupytext==1.13.7
jupyter-black==0.3.1
# jupyter nbextension install https://github.com/drillan/jupyter-black/archive/master.zip --user
# jupyter nbextension enable jupyter-black-master/jupyter-black

# --- Pytest ----
pytest-icdiff==0.5        # use icdiff for better error messages in pytest assertions.
pytest-sugar==0.9.4       # changes the default look and feel of pytest (e.g. progressbar, show tests that fail instantly).
#pytest-clarity==1.0.1    # an alternative, colourful diff output for failing assertions.
#pytest-cov               # pytest plugin for measuring coverage.
#pytest-monkeytype        # generate Monkeytype annotations from your pytest tests.
#pytest-mock              # thin-wrapper around the mock package for easier use with pytes

# --- PyQA
black==22.3.0				# Uncompromised code formatter
flake8==4.0.1
flake8-bugbear==22.3.23		# search for common bugs
flake8-docstrings==1.6.0	# ensure that doctstings are added and are poperly formatted
flake8-bandit==3.0.0		# check potential security issues
flake8-import-order			# expect import order follow selected convention
flake8-keyword-arguments	# when there is more than two input arguments, expect usage of keyword arguments
pre-commit==2.17.0			# use pre-commit with hooks
mypy==0.942					# type checking
data-science-types==0.2.23  # Type stubs for Python machine learning libraries
# tox==3.24.4 				# run tests in isolated environments
#safety		        		# list outdated packages with security issues (usage: safety check)
pip-upgrader                # find and upgrade outdated packages (and requirements files)