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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 3.7k 293

  2. virtual-lab virtual-lab Public

    A virtual lab of LLM agents for science research

    Jupyter Notebook 730 189

  3. sleepfm-clinical sleepfm-clinical Public

    Python 725 144

  4. CellVoyager CellVoyager Public

    Python 261 46

  5. avatar avatar Public

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

    Python 242 27

  6. sirius sirius Public

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

    Python 110 10

Repositories

Showing 10 of 17 repositories
  • CORAL Public

    spatial multiomics integrative toolbox

    zou-group/CORAL's past year of commit activity
    Jupyter Notebook 11 BSD-3-Clause 3 0 0 Updated Sep 3, 2026
  • humanlm Public

    HumanLM: Simulating Users with State Alignment Beats Response Imitation

    zou-group/humanlm's past year of commit activity
    Python 88 Apache-2.0 12 0 0 Updated Jun 4, 2026
  • CellVoyager Public
    zou-group/CellVoyager's past year of commit activity
    Python 261 MIT 46 4 3 Updated Jun 2, 2026
  • sleepfm-clinical Public
    zou-group/sleepfm-clinical's past year of commit activity
    Python 725 144 7 3 Updated Mar 7, 2026
  • virtual-lab Public

    A virtual lab of LLM agents for science research

    zou-group/virtual-lab's past year of commit activity
    Jupyter Notebook 730 MIT 189 5 1 Updated Dec 31, 2025
  • review_feedback_agent Public
    zou-group/review_feedback_agent's past year of commit activity
    Python 35 MIT 5 2 0 Updated Dec 11, 2025
  • sirius Public

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

    zou-group/sirius's past year of commit activity
    Python 110 MIT 10 2 0 Updated Dec 1, 2025
  • metatextgrad Public

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

    zou-group/metatextgrad's past year of commit activity
    Python 15 MIT 2 0 0 Updated Nov 5, 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 3,721 MIT 293 45 (2 issues need help) 21 Updated Jul 25, 2025
  • BioMed-R1 Public
    zou-group/BioMed-R1's past year of commit activity
    Python 12 MIT 0 0 0 Updated Jun 25, 2025
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