Repositories list

• cleanlab

  Public
  The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

  data-scienceannotationdata-validation+ 17exploratory-data-analysisweak-supervisiondataopsoutlier-detectionlabelingdatasetsdata-cleaning+ 10

  Python

  •

  GNU Affero General Public License v3.0

  •752•9.8k•93•18•Updated Dec 2, 2024Dec 2, 2024

• cleanlab-docs

  Public
  Jupyter Notebook

  •3•0•0•0•Updated Nov 28, 2024Nov 28, 2024

• cleanlab-studio-tutorials

  Public
  Automated repo - do not touch

  Jupyter Notebook

  •0•3•0•0•Updated Nov 25, 2024Nov 25, 2024

• cleanlab-tools

  Public
  Miscellaneous code made available for purposes of education, reproducibility, and transparency

  Jupyter Notebook

  •

  MIT License

  •4•8•0•0•Updated Nov 8, 2024Nov 8, 2024

• cleanlab-studio

  Public
  Client interface for all things Cleanlab Studio

  data-sciencemachine-learningnatural-language-processing+ 17computer-visiontext-classificationdata-validationannotationsimage-classificationoutlier-detectionstructured-data+ 10

  Python

  •

  MIT License

  •7•27•0•4•Updated Nov 5, 2024Nov 5, 2024

• merge-bot

  Public
  Python

  •

  MIT License

  •0•0•0•0•Updated Oct 29, 2024Oct 29, 2024

• deploy-bot

  Public
  Python

  •

  MIT License

  •0•0•0•0•Updated Oct 11, 2024Oct 11, 2024

• examples

  Public
  Notebooks demonstrating example applications of the cleanlab library

  hacktoberfestcleanlab

  Jupyter Notebook

  •

  GNU Affero General Public License v3.0

  •21•115•4•0•Updated Sep 27, 2024Sep 27, 2024

• assets

  Public
  Binary assets (e.g. README images) factored out into a separate repository

  2•0•0•0•Updated Jul 5, 2024Jul 5, 2024

• bedrock

  Public
  A foundation for great things

  Python

  •0•0•0•0•Updated May 20, 2024May 20, 2024

• cleanvision

  Public
  Automatically find issues in image datasets and practice data-centric computer vision.

  data-sciencecomputer-visiondeep-learning+ 11data-validationexploratory-data-analysisimage-classificationimage-generationimage-segmentationimage-analysisdata-exploration+ 4

  Python

  •

  GNU Affero General Public License v3.0

  •70•1k•26•4•Updated Apr 23, 2024Apr 23, 2024

• cleanvision-examples

  Public
  Notebooks demonstrating example applications of the cleanvision library

  cleanvision

  Jupyter Notebook

  •

  GNU Affero General Public License v3.0

  •1•15•2•0•Updated Feb 13, 2024Feb 13, 2024

• cleanlab-frontend-scaffolding

  Public
  Starter code for the senior frontend technical challenge.

  JavaScript

  •0•0•0•0•Updated Nov 15, 2023Nov 15, 2023

• bedrock-ingestion

  Public
  Python

  •0•0•0•0•Updated Oct 3, 2023Oct 3, 2023

• aws-marketplace

  Public
  Documentation and Example Notebooks for using AWS Marketplace solutions from Cleanlab

  Jupyter Notebook

  •

  MIT License

  •0•5•0•0•Updated Aug 22, 2023Aug 22, 2023

• regression-label-error-benchmark

  Public
  Benchmark algorithms to detect erroneous label values in regression datasets

  Python

  •3•4•0•0•Updated Jun 23, 2023Jun 23, 2023

• vizzy

  Public
  Cleanlab Vizzy: illustrating the core ideas behind the Cleanlab algorithm

  TypeScript

  •

  MIT License

  •1•14•0•0•Updated Apr 19, 2023Apr 19, 2023

• nblint-action

  Public
  Python

  •0•0•0•0•Updated Mar 1, 2023Mar 1, 2023

• multiannotator-benchmarks

  Public
  Benchmarking algorithms for assessing quality of data labeled by multiple annotators

  Jupyter Notebook

  •

  GNU Affero General Public License v3.0

  •4•31•0•1•Updated Feb 7, 2023Feb 7, 2023

• label-error-detection-benchmarks

  Public
  Jupyter Notebook

  •

  GNU Affero General Public License v3.0

  •0•7•1•1•Updated Jan 22, 2023Jan 22, 2023

• label-errors

  Public
  🛠️ Corrected Test Sets for ImageNet, MNIST, CIFAR, Caltech-256, QuickDraw, IMDB, Amazon Reviews, 20News, and AudioSet

  benchmarkingmachine-learningdatasets+ 1label-errors

  GNU General Public License v3.0

  •9•182•0•0•Updated Jan 6, 2023Jan 6, 2023

• datasets

  Public
  Repo where small data files can be downloaded

  0•0•0•0•Updated Dec 20, 2022Dec 20, 2022

• multilabel-error-detection-benchmarks

  Public
  Benchmarking label error detection algorithms for multi-label classification

  Jupyter Notebook

  •

  GNU Affero General Public License v3.0

  •2•1•0•0•Updated Dec 5, 2022Dec 5, 2022

• token-label-error-benchmarks

  Public
  Benchmarking methods for label error detection in token classification tasks

  Jupyter Notebook

  •

  GNU Affero General Public License v3.0

  •1•3•0•0•Updated Oct 28, 2022Oct 28, 2022

• ood-detection-benchmarks

  Public
  Evaluation of algorithms to detect out-of-distribution data

  Jupyter Notebook

  •

  GNU Affero General Public License v3.0

  •2•6•0•0•Updated Oct 13, 2022Oct 13, 2022

• culture

  Public
  Our company culture

  0•8•0•0•Updated Jan 24, 2022Jan 24, 2022

• autogluon-contrib-nlp

  Public
  NLP Package that supports the AutoGluon Text functionality. Will be replaced by GluonNLP V 1.0 later. (https://github.com/dmlc/gluon-nlp)

  Python

  •

  Apache License 2.0

  •2•0•0•0•Updated Jan 14, 2022Jan 14, 2022