init_python3_ml_env.sh

init_python3_ml_env.sh

#!/bin/bash
set -e

PYTHON_ENV_NAME=venv

pip3 install virtualenv

virtualenv -p python3 $PYTHON_ENV_NAME

echo "source $(pwd)/$PYTHON_ENV_NAME/bin/activate" > .env

source $(pwd)/$PYTHON_ENV_NAME/bin/activate # activate the local python environment

# pip install jupyter
# pip install scikit-learn
# pip install matplotlib
# pip install pandas
# pip install scipy
# pip install seaborn
# pip install graphviz

# python -m pip install pipx
# python -m pipx ensurepath
# # Install tox test runner, black code formatter, flake8 code format checker globally
# pipx install tox
# pipx install black
# pipx install flake8

echo -e "\n"
echo "Please run \"$ source $PYTHON_ENV_NAME/bin/activate\" to switch to the python environment."
echo "Use \"$ deactivate\" anytime to deactivate the local python environment if you want to switch back to your default python."
echo "Or install autoenv as described on project readme file to make your life much easier."