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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 1.7k 218

  2. chexpert-labeler chexpert-labeler Public

    CheXpert NLP tool to extract observations from radiology reports.

    Python 348 79

  3. nlc nlc Public

    Neural Language Correction implemented on Tensorflow

    Python 156 69

  4. ManyICL ManyICL Public

    Python 128 12

  5. CheXbert CheXbert Public

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

    Python 109 27

  6. stanfordmlgroup.github.io stanfordmlgroup.github.io Public

    Group Website

    HTML 95 41

Repositories

Showing 10 of 44 repositories
  • 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 0 Apache-2.0 161 0 0 Updated Nov 18, 2024
  • ngboost Public

    Natural Gradient Boosting for Probabilistic Prediction

    stanfordmlgroup/ngboost’s past year of commit activity
    Python 1,655 Apache-2.0 218 42 (1 issue needs help) 7 Updated Oct 29, 2024
  • 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 19 Apache-2.0 7 0 0 Updated Oct 22, 2024
  • stanfordmlgroup.github.io Public

    Group Website

    stanfordmlgroup/stanfordmlgroup.github.io’s past year of commit activity
    HTML 95 41 4 12 Updated Oct 16, 2024
  • VisualCheXbert Public

    Addressing the Discrepancy Between Radiology Report Labels and Image Labels

    stanfordmlgroup/VisualCheXbert’s past year of commit activity
    Python 21 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
  • 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 6 2 0 0 Updated Jun 17, 2024
  • planet-parasol-demo Public

    A tool to explore the effects of stratospheric aerosol injection on the climate

    stanfordmlgroup/planet-parasol-demo’s past year of commit activity
    Python 7 0 0 0 Updated Jun 4, 2024
  • ManyICL Public
    stanfordmlgroup/ManyICL’s past year of commit activity
    Python 128 MIT 12 0 0 Updated May 23, 2024
  • ed-monitor-data Public
    stanfordmlgroup/ed-monitor-data’s past year of commit activity
    Python 10 0 2 0 Updated May 11, 2024
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