// Train & fine-tune
cleanlabv2.9.0
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.
Open source No commits in 6+ months For developers
IN ONE PARAGRAPH
cleanlab is 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.
Good for: Developers and teams who want to train & fine-tune.
Not for: teams that need active fixes (no commits in the last 6 months).
01How to start
- 1Read the official quick-start (link above).
- 2Install from the official package registry:
pip install cleanlab - 3Try it on a small example before wiring it into a project.
02Alternatives & comparison
Compare side by side → label-studio Label Studio is a multi-type data labeling and annotation tool with standardized output format ★ 28k argilla Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets ★ 5.1k keras Deep Learning for humans ★ 64k pytorch-lightning Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes. ★ 31k datasets 🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools ★ 22k