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@stanfordmlgroup

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

    Python 1.8k 247

  2. chexpert-labeler chexpert-labeler Public

    CheXpert NLP tool to extract observations from radiology reports.

    Python 391 87

  3. MedAgentBench MedAgentBench Public

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

    Python 168 38

  4. nlc nlc Public

    Neural Language Correction implemented on Tensorflow

    Python 156 68

  5. CheXbert CheXbert Public

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

    Python 147 31

  6. ManyICL ManyICL Public

    Python 145 13

Repositories

Showing 10 of 44 repositories
  • MedAgentBench Public

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

    stanfordmlgroup/MedAgentBench’s past year of commit activity
    Python 168 MIT 38 1 0 Updated Nov 21, 2025
  • ngboost Public

    Natural Gradient Boosting for Probabilistic Prediction

    stanfordmlgroup/ngboost’s past year of commit activity
    Python 1,805 Apache-2.0 247 44 (1 issue needs help) 9 Updated Nov 20, 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 9 1 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 147 31 2 0 Updated Aug 1, 2025
  • optimizing-vital-signs Public
    stanfordmlgroup/optimizing-vital-signs’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Apr 3, 2025
  • stanfordmlgroup.github.io Public

    Group Website

    stanfordmlgroup/stanfordmlgroup.github.io’s past year of commit activity
    HTML 96 42 4 12 Updated Mar 6, 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 2 Apache-2.0 216 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 28 Apache-2.0 8 1 0 Updated Oct 22, 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
  • LaunchPad Public

    LaunchPad is a light-weighted Slurm job launcher designed for hyper-parameter search.

    stanfordmlgroup/LaunchPad’s past year of commit activity
    Python 11 2 0 1 Updated Aug 2, 2024
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