venv
Information
Python own virtual environment tool module.
Usage, tips and tricks
Check python version
Windows
py --version
*nixes
python --version
# or
python3 --version
Example use case
mkdir example-software
cd example-software
Windows
REM py -3.12 -m venv ./.venv
REM most probavly works for tensorflow
py -3.9 -m venv ./.venv
.\.venv\Scripts\activate
python --version
*nixes
# On Linux
python -m venv ./.venv
source ./.venv/bin/activate
# cd ./.venv/bin
continue:
python -m pip install --upgrade pip
pip --version
pip install --upgrade setuptools
pip install numpy
pip install pandas
pip install jupyterlab
pip install notebook
pip install voila
pip install imageio
pip install matplotlib
pip install tensorflow
pip install tensorflow-datasets
pip install tensorflow-estimator
pip install tfds-nightly
pip install tensorboard
pip install seaborn
pip install Flask
pip install itsdangerous
#pip install tensorflow-transform
pip freeze > requirements.txt
# to install frozen packages
pip install -r requirements.txt
pip install -r requirements.txt --upgrade
pip install -r requirements.txt -r requirements-ai.txt
# Upgrade some package
pip install <package_name> --upgrade