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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 1.6k 213

  2. chexpert-labeler chexpert-labeler Public

    CheXpert NLP tool to extract observations from radiology reports.

    Python 328 79

  3. nlc nlc Public

    Neural Language Correction implemented on Tensorflow

    Python 155 69

  4. CheXbert CheXbert Public

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

    Python 98 26

  5. ManyICL ManyICL Public

    Python 98 9

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

    Group Website

    HTML 94 41

Repositories

Showing 10 of 43 repositories
  • VisualCheXbert Public

    Addressing the Discrepancy Between Radiology Report Labels and Image Labels

    stanfordmlgroup/VisualCheXbert’s past year of commit activity
    Python 20 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
  • stanfordmlgroup.github.io Public

    Group Website

    stanfordmlgroup/stanfordmlgroup.github.io’s past year of commit activity
    HTML 94 41 4 12 Updated Jun 25, 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 0 0 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 4 0 0 0 Updated Jun 4, 2024
  • ManyICL Public
    stanfordmlgroup/ManyICL’s past year of commit activity
    Python 98 MIT 9 0 0 Updated May 23, 2024
  • ed-monitor-data Public
    stanfordmlgroup/ed-monitor-data’s past year of commit activity
    Python 9 0 2 0 Updated May 11, 2024
  • CheXbert Public

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

    stanfordmlgroup/CheXbert’s past year of commit activity
    Python 98 26 2 1 Updated May 7, 2024
  • Auto-Generate-WLs Public

    Code repository supporting the paper "Auto-Generating Weak Labels for Real & Synthetic Data to Improve Label-Scarce Medical Image Segmentation" - MIDL 2024

    stanfordmlgroup/Auto-Generate-WLs’s past year of commit activity
    Jupyter Notebook 8 MIT 1 2 0 Updated Apr 29, 2024
  • VetLLM Public

    Code for VetLLM paper

    stanfordmlgroup/VetLLM’s past year of commit activity
    Jupyter Notebook 5 MIT 1 0 0 Updated Apr 22, 2024
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