Replaces manual data extraction and feature engineering workflows in materials informatics. It offers a unified interface to retrieve data from major materials databases and transform it into machine-learning-ready descriptors.
Tech Stack
HTMLChemistry & Materials
Why matminer?
• Seamless integration with Pymatgen
• Extensive library of materials descriptors
• Automated data retrieval from public APIs
Limitations
• Dependency heavy (Pandas, Pymatgen, Matplotlib)
• Requires API keys for external databases
• Memory intensive for large datasets
3/5/2026
Last Update
207
Forks
33
Issues
Other
License
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