datasci
Install from PyPI:
pip install datasciInstall in development mode:
pip install -e .Features
Jupyter notebook initialization
%run -m datasci.notebook.initPandas helpers
import pandas as pd
df = pd.DataFrame(...)
from datasci.pandas import drop_na_columns, drop_uninformative_columns
df_without_na = drop_na_columns(df)
df_informative = drop_uninformative_columns(df)
# or, all-together:
df = pd.DataFrame(...).pipe(drop_na_columns).pipe(drop_uninformative_columns)Testing
python setup.py testLicense
Copyright 2018–2020 Christopher Brown. MIT Licensed.
