automated machine learning for materials science


Keywords
machine-learning, material-properties, pipeline, prediction
License
BSD-2-Clause
Install
pip install automatminer==1.0.3.20200727

Documentation

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automatminer is an automatic prediction engine for materials properties.

Tests Code Coverage Codacy Release
CircleCI Codacy Badge Codacy Badge PyPI version

You may also be interested in the parent code of automatminer, matminer:

If you find automatminer useful, please consider supporting its development by citing the following preprint:

Dunn, A., Wang, Q., Ganose, A., Dopp, D., Jain, A. Benchmarking Materials Property Prediction 
Methods: The Matbench Test Set and Automatminer Reference Algorithm. Preprint at 
https://arxiv.org/abs/2005.00707 (2020).

automatminer is pip installable. Please use versions 1.0.0 forward.