data-validation

A React component for building Web forms from JSON Schema.

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.

OpenMetadata is a unified metadata platform for data discovery, data observability, and data governance powered by a central metadata repository, in-depth column level lineage, and seamless team collaboration.

Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

A light-weight, flexible, and expressive statistical data testing library

Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.

Lightweight, extensible data validation library for Python

⚡ Data quality testing for the modern data stack (SQL, Spark, and Pandas) https://www.soda.io

Validation library with type-safe schemas and rules

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

Data quality assessment and metadata reporting for data frames and database tables

Google ReCaptcha package for Laravel

Dingo: A Comprehensive AI Data Quality Evaluation Tool

Coercion and validation for data structures

The toolkit to test, validate, and evaluate your models and surface, curate, and prioritize the most valuable data for labeling.

The data-validation toolkit for enhanced dbt (data build tool) PR review

A proxy that validates responses and requests against an OpenAPI document. https://www.npmjs.com/package/openapi-cop https://hub.docker.com/r/lxlu/openapi-cop

Elegant, highly efficient data validation for JavaScript.

Data Cleaning Libraries with Python

Data validation made beautiful and powerful