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.
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Refine high-quality datasets and visual AI models
[SIGMOD'27] Easy Data Preparation with latest LLMs-based Operators and Pipelines.
A light-weight, flexible, and expressive statistical data testing library
:truck: Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark
Parse human names into title, given, middle, family, suffix, nickname and maiden name. Typed, zero-dependency, CJK-aware.
Desbordante is a high-performance data profiler that is capable of discovering many different patterns in data using various algorithms. It also allows to run data cleaning scenarios using these algorithms. Desbordante has a console version and an easy-to-use web application.
Schema-Inspector is a simple JavaScript object sanitization and validation module.