C
cleanlab
cleanlab/cleanlab
Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
★11.6kstars
Python
Apache-2.0
Updated: Today
📋 Project at a Glance
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What's this?A active-learning/annotation tool in the Data & Infrastructure category, built with Python, open-source
Who made it?Maintained by cleanlab team, 11.6K⭐ on GitHub, #162 out of 3133 in Data & Infrastructure
Why does it exist?With the growing demand for active-learning and annotation in Data & Infrastructure, cleanlab created cleanlab as a streamlined solution.
What can it do?Key use cases: anomaly-detection, data-annotation, data-centric-ai
How to install with AI?Use an AI coding assistant (Claude Code, Cursor, Copilot) to automatically set up pip dependencies and virtual env. Follow the README — the AI handles the rest.
🔗 github.com/cleanlab/cleanlab | 官网 https://cleanlab.ai
🔗 github.com/cleanlab/cleanlab | 官网 https://cleanlab.ai
Topics
active-learningannotationanomaly-detectiondata-annotationdata-centric-aidata-cleaningdata-curationdata-labelingdata-profilingdata-qualitydata-sciencedata-validationdatasetsexploratory-data-analysislabelingmachine-learningnoisy-labelsout-of-distribution-detectionoutlier-detectionweak-supervision