This package gives a helper function called optimize_dataframe
that will process a int, float and object optimization on the dataframe. Changing column dtypes can help saving a lot of memory usage, and this package tries to automatically define the optimal dtype for each column of the given dataframe.
Please don't hesitate to contribute if you want to add more parameters or automatic optimization ๐ฅฐ
- Increase version in
__init__.py
andsetup.py
- Run
python setup.py bdist_wheel
in terminal - Run
python -m twine upload dist/*
in terminal - Run
pip install dataframe-optimizer --upgrade
in terminal