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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 227

  2. chexpert-labeler chexpert-labeler Public

    CheXpert NLP tool to extract observations from radiology reports.

    Python 373 81

  3. nlc nlc Public

    Neural Language Correction implemented on Tensorflow

    Python 156 69

  4. ManyICL ManyICL Public

    Python 137 13

  5. CheXbert CheXbert Public

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

    Python 121 29

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

    Group Website

    HTML 97 41

Repositories

Showing 10 of 45 repositories
  • stanfordmlgroup.github.io Public

    Group Website

    HTML 97 41 4 12 Updated Mar 6, 2025
  • ngboost Public

    Natural Gradient Boosting for Probabilistic Prediction

    Python 1,685 Apache-2.0 227 45 (1 issue needs help) 7 Updated Mar 1, 2025
  • MedAgentBench Public

    MedAgentBench: Dataset for Benchmarking LLMs as Agents in Medical Applications

    Python 48 MIT 9 2 0 Updated Feb 13, 2025
  • MedAgentBench-dev Public Forked from THUDM/AgentBench

    A Comprehensive Benchmark to Evaluate LLMs as Agents in Medical Applications

    Python 0 Apache-2.0 184 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.

    Python 20 Apache-2.0 8 0 0 Updated Oct 22, 2024
  • VisualCheXbert Public

    Addressing the Discrepancy Between Radiology Report Labels and Image Labels

    Python 23 3 1 0 Updated Aug 5, 2024
  • LaunchPad Public

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

    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."

    Python 7 2 0 0 Updated Jun 17, 2024
  • planet-parasol-demo Public

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

    Python 10 0 0 0 Updated Jun 4, 2024
  • ManyICL Public
    Python 137 MIT 13 0 0 Updated May 23, 2024
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