Install from PyPI:
pip install datasci
Install in development mode:
pip install -e .
%run -m datasci.notebook.init
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)
python setup.py test
Copyright 2018โ2020 Christopher Brown. MIT Licensed.