Skip to content

@stanfordmlgroup Stanford Machine Learning Group

Change the repository type filter

All

    Repositories list

    44 repositories

    • MedAgentBench-dev

      Public
      A Comprehensive Benchmark to Evaluate LLMs as Agents in Medical Applications
      Python
      •
      Apache License 2.0
      •166•0•0•0•Updated Dec 11, 2024Dec 11, 2024

    • ngboost

      Public
      Natural Gradient Boosting for Probabilistic Prediction
      machine-learninguncertainty-estimationgradient-boostingnatural-gradientspythonngboost
      Python
      •
      Apache License 2.0
      •220•1.7k•43•8•Updated Oct 29, 2024Oct 29, 2024

    • methane-gapfill-ml

      Public
      Python codebase for gap-filling eddy covariance methane fluxes at FLUXNET-CH4 wetlands with machine learning.
      Python
      •
      Apache License 2.0
      •7•19•0•0•Updated Oct 22, 2024Oct 22, 2024

    • stanfordmlgroup.github.io

      Public
      Group Website
      HTML
      •41•96•4•12•Updated Oct 16, 2024Oct 16, 2024

    • VisualCheXbert

      Public
      Addressing the Discrepancy Between Radiology Report Labels and Image Labels
      Python
      •
      Other
      •3•22•1•0•Updated Aug 5, 2024Aug 5, 2024

    • LaunchPad

      Public
      LaunchPad is a light-weighted Slurm job launcher designed for hyper-parameter search.
      slurmslurm-clusterautomlnnihypterparameter-optimization
      Python
      •2•11•0•1•Updated Aug 2, 2024Aug 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
      •2•6•0•0•Updated Jun 17, 2024Jun 17, 2024

    • planet-parasol-demo

      Public
      A tool to explore the effects of stratospheric aerosol injection on the climate
      Python
      •0•8•0•0•Updated Jun 4, 2024Jun 4, 2024

    • ManyICL

      Public
      Python
      •
      MIT License
      •12•129•0•0•Updated May 23, 2024May 23, 2024

    • ed-monitor-data

      Public
      Python
      •0•10•2•0•Updated May 11, 2024May 11, 2024

    • CheXbert

      Public
      Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERT
      natural-language-processingdeep-learningmedical-imagingradiologybert
      Python
      •
      Other
      •27•111•2•1•Updated May 7, 2024May 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
      medical-imagingsegment-anything
      Jupyter Notebook
      •
      MIT License
      •1•9•3•0•Updated Apr 29, 2024Apr 29, 2024

    • VetLLM

      Public
      Code for VetLLM paper
      Jupyter Notebook
      •
      MIT License
      •1•5•0•0•Updated Apr 22, 2024Apr 22, 2024

    • USat

      Public
      Python
      •
      MIT License
      •0•35•3•2•Updated Feb 22, 2024Feb 22, 2024

    • chexpert-labeler

      Public
      CheXpert NLP tool to extract observations from radiology reports.
      Python
      •
      MIT License
      •79•357•20•0•Updated Feb 3, 2023Feb 3, 2023

    • InterActive-Learning-Toolkit

      Public
      Jupyter Notebook
      •0•1•0•0•Updated Nov 29, 2022Nov 29, 2022

    • nlc

      Public
      Neural Language Correction implemented on Tensorflow
      Python
      •69•157•7•3•Updated Oct 15, 2022Oct 15, 2022

    • ed-monitor-myocardial-injury

      Public
      Jupyter Notebook
      •
      MIT License
      •0•2•0•0•Updated Sep 25, 2022Sep 25, 2022

    • optimizing-vital-signs

      Public
      Python
      •0•0•0•0•Updated May 9, 2022May 9, 2022

    • pytorch-examples

      Public
      Justin Johnson PyTorch Tutorial
      Python
      •
      MIT License
      •921•0•0•0•Updated Feb 20, 2022Feb 20, 2022

    • MoCo-CXR

      Public
      MoCo-based unsupervised training for Chest X-Ray Interpretation
      Python
      •7•41•3•0•Updated Jan 9, 2022Jan 9, 2022

    • selfsupervised-lungandheartsounds

      Public
      Python
      •4•17•1•0•Updated Nov 20, 2021Nov 20, 2021

    • CheXseg

      Public
      Code used in the paper "CheXseg: Combining Expert Annotations with DNN-generated Saliency Maps for X-ray Segmentation"
      Python
      •
      MIT License
      •3•12•1•0•Updated Oct 14, 2021Oct 14, 2021

    • MedAug

      Public
      Public release for MedAug
      Jupyter Notebook
      •
      MIT License
      •1•8•0•0•Updated Oct 8, 2021Oct 8, 2021

    • influenza-qtof

      Public
      Novel metabolomics approach combined with machine learning for the diagnosis of influenza from nasopharyngeal specimens
      Jupyter Notebook
      •2•3•0•0•Updated Jun 8, 2021Jun 8, 2021

    • Image-Downloader

      Public
      Download images from Google, Bing, Baidu. 谷歌、百度、必应图片下载.
      Python
      •
      MIT License
      •576•1•0•0•Updated Jun 2, 2021Jun 2, 2021

    • MedSelect

      Public
      Learns effective selective labeling strategies for medical images using deep reinforcement learning and meta learning
      Python
      •
      Apache License 2.0
      •3•25•0•0•Updated May 8, 2021May 8, 2021

    • disentanglement

      Public
      Official repository for our ICLR 2021 paper Evaluating the Disentanglement of Deep Generative Models with Manifold Topology
      Python
      •5•36•2•0•Updated Mar 22, 2021Mar 22, 2021

    • blm

      Public
      Our project on using computer vision to combat computer vision for a cause I hope you care about. #BlackLivesMatter
      facial-recognitionai-modelsblm-protestersanonymized-imagesrecognize-blurred-faces
      Python
      •
      MIT License
      •6•43•0•0•Updated Jan 24, 2021Jan 24, 2021

    • DLBCL-Morph

      Public
      DLBCL-Morph dataset containing high resolution tissue microarray scans from 209 DLBCL cases, with geometric features computed using deep learning
      datasetmedical-imagingpathologysurvival-predictiondeep-learning
      Jupyter Notebook
      •9•36•2•0•Updated Dec 22, 2020Dec 22, 2020