Top 28 data-validation open source projects

Coercion and validation for data structures

Data Cleaning Libraries with Python

Lightweight, extensible data validation library for Python

An RDF Unit Testing Suite

Typical: Fast, simple, & correct data-validation using Python 3 typing.

A React component for building Web forms from JSON Schema.

Declarative data validations.

Data validation and conformation library for Elixir.

Validation library with type-safe schemas and rules

💂‍♂️ Python package to validate data against whip specifications

A light-weight, flexible, and expressive pandas data validation library

Data validation and organization of metadata for data frames and database tables

Elegant, highly efficient data validation for JavaScript.

A proxy that validates responses and requests against an OpenAPI document.

Google ReCaptcha package for Laravel

A dead simple Python string validation library.

Another library for defensive data analysis.

A tool to validate data built around Apache Spark.

(unreleased) Data validation with first-class and first-order labels in OCaml

A collection of common validation predicates for ValidationToolkit framework

Java port of form-binder, a micro data binding and validating framework

Rule based data validation library for python 3.

Test Suites for Validating ML Models & Data. Deepchecks is a Python package for comprehensively validating your machine learning models and data with minimal effort.

Data validation library for PySpark 3.0.0

The open-source IATI datastore for IATI data with RESTful web API providing XML, JSON, CSV output. It extracts and parses IATI XML files referenced in the IATI Registry and powered by Apache Solr.

A micro data binding and validating framework, very easy to use and hack

Powerful product analytics for data teams, with full control over data & models.

A minimalist data driven data model library, inspired by Clojure Spec and Malli.