The Science

Paper

For further details on the model and implementation please refer to the paper - and of course if any of this code was helpful for your research, please consider citing it:

@inproceedings{horn2019autofeat,
  title={The autofeat Python Library for Automated Feature Engineering and Selection},
  author={Horn, Franziska and Pack, Robert and Rieger, Michael},
  booktitle={Joint European Conference on Machine Learning and Knowledge Discovery in Databases},
  pages={111--120},
  year={2019},
  organization={Springer}
}

PyData Talk

If you don't like reading, you can also watch a video of my talk at the PyData conference about automated feature engineering and selection with autofeat.