Cleanlab (cleanlab)

Cleanlab

cleanlab

Geek Repo

A team of scientists and engineers building the world's most reliable data-centric ML tools for the public.

Home Page:https://cleanlab.ai/

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Cleanlab's repositories

cleanlab

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

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cleanvision

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

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label-errors

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

examples

Notebooks demonstrating example applications of the cleanlab library

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multiannotator-benchmarks

Benchmarking algorithms for assessing quality of data labeled by multiple annotators

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cleanlab-studio

Client interface for all things Cleanlab Studio

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vizzy

Cleanlab Vizzy: illustrating the core ideas behind the Cleanlab algorithm

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cleanvision-examples

Notebooks demonstrating example applications of the cleanvision library

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culture

Our company culture

cleanlab-tools

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

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ood-detection-benchmarks

Evaluation of algorithms to detect out-of-distribution data

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aws-marketplace

Documentation and Example Notebooks for using AWS Marketplace solutions from Cleanlab

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regression-label-error-benchmark

Benchmark algorithms to detect erroneous label values in regression datasets

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token-label-error-benchmarks

Benchmarking methods for label error detection in token classification tasks

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cleanlab-studio-tutorials

Automated repo - do not touch

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multilabel-error-detection-benchmarks

Benchmarking label error detection algorithms for multi-label classification

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assets

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

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autogluon-contrib-nlp

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

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bedrock

A foundation for great things

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cleanlab-frontend-scaffolding

Starter code for the senior frontend technical challenge.

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datasets

Repo where small data files can be downloaded

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