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@LeMaterial

LeMaterial

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LeMaterial is an open-source collaborative project led by Entalpic and Hugging Face ⚛️🤗

LeMaterial aims to simplify and accelerate materials research, making it easier to train ML models, identify novel materials, and explore chemical spaces.

This is made possible by existing datasets owned by Materials Project, Alexandria, and OQMD. Visualizations we are using to showcase our dataset are existing tools from Materials Project.

🔗 Explore LeMaterial

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  1. lemat-genbench lemat-genbench Public

    Benchmark for generative models for materials

    Python 30 3

  2. lematerial-hasher lematerial-hasher Public

    Python 25 5

  3. lematerial-llm-synthesis lematerial-llm-synthesis Public

    An open-source multi-modal toolbox for extracting structured synthesis procedures and performance data from materials science literature at scale.

    Python 19 2

  4. lematerial-fetcher lematerial-fetcher Public

    Tool to fetch, parse, and standardize materials data from various databases for LeMaterial.

    Python 16 2

  5. mpcharges mpcharges Public

    Bader charge calculation library from raw VASP data from Materials Project

    Python 3

  6. lematerial-website lematerial-website Public

    SCSS 1

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