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Published January 10, 2024 | Version v0.7.3
Software Open

Foundry-ML (latest)

Creators

  • 1. Globus, University of Chicago
  • 2. Data Science and Learning Division, Argonne National Laboratory
  • 3. Data Science Institute, University of Wisconsin-Madison
  • 4. Department of Computer Science, University of Chicago
  • 5. Department of Materials Science and Engineering, University of Wisconsin-Madison
  • 6. Department of Computer Science, University of Wisconsin-Madison

Description

Foundry-ML simplifies the discovery and usage of ML-ready datasets in materials science and chemistry providing a simple API to access even complex datasets.

  • Load ML-ready data with just a few lines of code
  • Work with datasets in local or cloud environments.
  • Publish your own datasets with Foundry to promote community usage
  • (in progress) Run published ML models without hassle

Learn more and see our available datasets on Foundry-ML.org, or visit our GitHub page

Files

MLMI2-CSSI/foundry-v0.7.3.zip

Files (16.5 MB)

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md5:c0522e23dc6132256e9768ed184ebf96
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Additional details

Related works

Is supplement to
Software: https://github.com/MLMI2-CSSI/foundry/tree/v0.7.3 (URL)

Funding

U.S. National Science Foundation
Collaborative Research: Framework: Machine Learning Materials Innovation Infrastructure 1931306