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matminer

  • Openness:3 ★★★
  • Document quality:3 ★★★

Open source Python package for data mining of materials. It can extract data from more than dozens of databases, perform preprocessing and visualization of extracted data. By combining machine-learning tools such as scikit-learn, users can build machine-learning models with descriptors created from the extracted data.

Information
Last Update:2024/12/12

Official site

https://github.com/hackingmaterials/matminer

License

https://github.com/hackingmaterials/matminer?tab=License-1-ov-file

Availability

Python 3.8+
Core Developers

https://hackingmaterials.lbl.gov/matminer/contributors.html

https://github.com/hackingmaterials/matminer/graphs/contributors
Related App
Document

Ward, L., Dunn, A., Faghaninia, A., Zimmermann, N. E. R., Bajaj, S., Wang, Q., Montoya, J. H., Chen, J., Bystrom, K., Dylla, M., Chard, K., Asta, M., Persson, K., Snyder, G. J., Foster, I., Jain, A., Matminer: An open source toolkit for materials data mining. Comput. Mater. Sci. 152, 60-69 (2018).
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