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@zou-group

Zou Group

James Zou Lab at Stanford University, Departments of Biomedical Data Science, Computer Science, and Electrical Engineering.

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  1. textgrad textgrad Public

    TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients. Published in Nature.

    Python 3.1k 257

  2. virtual-lab virtual-lab Public

    A virtual lab of LLM agents for science research

    Jupyter Notebook 566 152

  3. avatar avatar Public

    (NeurIPS 2024) AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning

    Python 231 25

  4. CellVoyager CellVoyager Public

    Python 99 16

  5. sirius sirius Public

    SiriuS: Self-improving Multi-agent Systems via Bootstrapped Reasoning

    Python 85 10

  6. OpenBiomedVid OpenBiomedVid Public

    Python 39 1

Repositories

Showing 10 of 16 repositories
  • sirius Public

    SiriuS: Self-improving Multi-agent Systems via Bootstrapped Reasoning

    zou-group/sirius’s past year of commit activity
    Python 85 MIT 10 1 0 Updated Dec 1, 2025
  • CORAL Public

    spatial multiomics integrative toolbox

    zou-group/CORAL’s past year of commit activity
    Jupyter Notebook 8 2 0 0 Updated Nov 21, 2025
  • metatextgrad Public

    metaTextGrad: Automatically optimizing language model optimizers. Published in NeurIPS 2025.

    zou-group/metatextgrad’s past year of commit activity
    Python 7 MIT 2 0 0 Updated Nov 5, 2025
  • CellVoyager Public
    zou-group/CellVoyager’s past year of commit activity
    Python 99 MIT 16 1 1 Updated Sep 16, 2025
  • virtual-lab Public

    A virtual lab of LLM agents for science research

    zou-group/virtual-lab’s past year of commit activity
    Jupyter Notebook 566 MIT 152 8 0 Updated Aug 2, 2025
  • textgrad Public

    TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients. Published in Nature.

    zou-group/textgrad’s past year of commit activity
    Python 3,139 MIT 257 41 (2 issues need help) 18 Updated Jul 25, 2025
  • BioMed-R1 Public
    zou-group/BioMed-R1’s past year of commit activity
    Python 3 MIT 0 0 0 Updated Jun 25, 2025
  • avatar Public

    (NeurIPS 2024) AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning

    zou-group/avatar’s past year of commit activity
    Python 231 25 2 0 Updated Jun 10, 2025
  • sleepfm-clinical Public
    zou-group/sleepfm-clinical’s past year of commit activity
    Python 15 MIT 4 1 0 Updated Jun 4, 2025
  • OpenBiomedVid Public
    zou-group/OpenBiomedVid’s past year of commit activity
    Python 39 MIT 1 2 0 Updated Apr 20, 2025
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