Cleanlab

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

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

Python 4,016 AGPL-3.0 375 58 (14 issues need help) 7 Updated Oct 5, 2022
cleanlab-cli Public
Command line interface for all things Cleanlab Studio

Python 3 MIT 1 1 1 Updated Oct 5, 2022
examples Public

Jupyter Notebook 14 AGPL-3.0 7 2 1 Updated Oct 4, 2022
cleanlab-docs Public

Jupyter Notebook 0 3 0 0 Updated Oct 4, 2022
label-error-detection-benchmarks Public

Jupyter Notebook 1 AGPL-3.0 0 1 0 Updated Oct 1, 2022
multiannotator-benchmarks Public
Benchmarking algorithms for assessing quality of data labeled by multiple annotators

Jupyter Notebook 0 AGPL-3.0 0 0 0 Updated Sep 30, 2022
label-errors Public
🛠️ Corrected Test Sets for ImageNet, MNIST, CIFAR, Caltech-256, QuickDraw, IMDB, Amazon Reviews, 20News, and AudioSet

128 GPL-3.0 4 0 0 Updated Sep 26, 2022
datasets Public
Repo where small data files can be downloaded

0 0 0 0 Updated Sep 26, 2022
ood-detection-benchmarks Public
Evaluation of algorithms to detect out-of-distribution data

Jupyter Notebook 1 AGPL-3.0 0 0 0 Updated Sep 13, 2022
vizzy Public
Cleanlab Vizzy: illustrating the core ideas behind the Cleanlab algorithm

TypeScript 9 MIT 0 0 0 Updated Aug 24, 2022

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