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Stanford Machine Learning Group

Our mission is to significantly improve people's lives through our work in AI

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  1. ngboost ngboost Public

    Natural Gradient Boosting for Probabilistic Prediction

    Jupyter Notebook 1.9k 253

  2. chexpert-labeler chexpert-labeler Public

    CheXpert NLP tool to extract observations from radiology reports.

    Python 412 87

  3. MedAgentBench MedAgentBench Public

    MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents

    Python 323 66

  4. CheXbert CheXbert Public

    Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERT

    Python 161 33

  5. nlc nlc Public

    Neural Language Correction implemented on Tensorflow

    Python 158 66

  6. ManyICL ManyICL Public

    Python 147 13

Repositories

Showing 10 of 45 repositories
  • ngboost Public

    Natural Gradient Boosting for Probabilistic Prediction

    stanfordmlgroup/ngboost's past year of commit activity
    Jupyter Notebook 1,888 Apache-2.0 253 41 (1 issue needs help) 9 Updated Sep 2, 2026
  • spf Public

    Official repository for Spatiotemporal Pyramid Flows (CVPR 2026).

    stanfordmlgroup/spf's past year of commit activity
    Python 12 Apache-2.0 0 2 0 Updated Jun 18, 2026
  • stanfordmlgroup.github.io Public

    Group Website

    stanfordmlgroup/stanfordmlgroup.github.io's past year of commit activity
    HTML 98 42 4 12 Updated Apr 24, 2026
  • MedAgentBench Public

    MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents

    stanfordmlgroup/MedAgentBench's past year of commit activity
    Python 323 MIT 66 5 0 Updated Nov 21, 2025
  • well-pad-denver-permian Public

    Public repository for "Deep learning for detecting and characterizing oil and gas well pads in satellite imagery."

    stanfordmlgroup/well-pad-denver-permian's past year of commit activity
    Python 12 2 0 0 Updated Sep 27, 2025
  • CheXbert Public

    Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERT

    stanfordmlgroup/CheXbert's past year of commit activity
    Python 161 33 3 0 Updated Aug 1, 2025
  • stanfordmlgroup/optimizing-vital-signs's past year of commit activity
    Jupyter Notebook 2 0 0 0 Updated Apr 3, 2025
  • MedAgentBench-dev Public Forked from THUDM/AgentBench

    A Comprehensive Benchmark to Evaluate LLMs as Agents in Medical Applications

    stanfordmlgroup/MedAgentBench-dev's past year of commit activity
    Python 3 Apache-2.0 286 0 0 Updated Jan 28, 2025
  • methane-gapfill-ml Public

    Python codebase for gap-filling eddy covariance methane fluxes at FLUXNET-CH4 wetlands with machine learning.

    stanfordmlgroup/methane-gapfill-ml's past year of commit activity
    Python 31 Apache-2.0 10 1 0 Updated Oct 23, 2024
  • VisualCheXbert Public

    Addressing the Discrepancy Between Radiology Report Labels and Image Labels

    stanfordmlgroup/VisualCheXbert's past year of commit activity
    Python 29 3 1 0 Updated Aug 5, 2024