datawig 0.0.2

Imputation for tables with missing values

DataWig - Imputation for Tables

DataWig learns models to impute missing values in tables.

For each to-be-imputed column, DataWig trains a supervised machine learning model to predict the observed values in that column from the values in other columns

Installation with pip

pip install datawig

Running Tests

Set up virtualenv in the root dir of the package:

python3 -m venv venv

Install the package from local sources:

./venv/bin/pip install -e .

Run tests:

./venv/bin/pip install -r requirements/requirements.dev.txt
./venv/bin/python -m pytest

Acknowledgments

Thanks to David Greenberg for the package name.