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  • Quickstart

Tutorials

  • The Workflows of Data-centric AI for Classification with Noisy Labels
  • Image Classification with PyTorch and Cleanlab
  • Text Classification with TensorFlow, Keras, and Cleanlab
  • Classification with Tabular Data using Scikit-Learn and Cleanlab
  • Audio Classification with SpeechBrain and Cleanlab
  • Find Dataset-level Issues for Dataset Curation
  • Detect Outliers with Cleanlab and PyTorch Image Models (timm)
  • Improve Consensus Labels for Multiannotator Data
  • Find Label Errors in Multi-Label Classification Datasets
  • Find Label Errors in Token Classification (Text) Datasets
  • Computing Out-of-Sample Predicted Probabilities with Cross-Validation
  • FAQ

API Reference

  • classification
  • filter
  • rank
  • count
  • dataset
  • outlier
  • multiannotator
  • multilabel_classification
  • token_classification
    • filter
    • rank
    • summary
  • benchmarking
    • noise_generation
  • experimental
    • keras
    • fasttext
    • mnist_pytorch
    • coteaching
    • cifar_cnn
  • internal
    • util
    • latent_algebra
    • label_quality_utils
    • multilabel_utils
    • multilabel_scorer
    • token_classification_utils
    • validation

Guides

  • How to contribute
  • Migrating to v2.x

Links

  • Website
  • GitHub
  • PyPI
  • Conda
  • Cleanlab Studio

Versions

  • stable
  • developer
  • v2.2.0
  • v2.1.0
  • v2.0.0
  • v1.0.1


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