The Top 23 Data Validation Open Source Projects

Open source projects categorized as Data Validation

Categories > Data Processing > Data Validation

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React Jsonschema Form ⭐ 13,593

A React component for building Web forms from JSON Schema.

dependent packages 308total releases 103most recent commit 12 days ago

Cleanlab ⭐ 8,182

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

dependent packages 8total releases 24most recent commit 14 days ago

Openmetadata ⭐ 3,512

Open Standard for Metadata. A Single place to Discover, Collaborate and Get your data right.

dependent packages 3total releases 240most recent commit 3 months ago

Deepchecks ⭐ 3,206

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.

dependent packages 6total releases 55most recent commit 3 months ago

Cerberus ⭐ 3,046

Lightweight, extensible data validation library for Python

dependent packages 386total releases 27most recent commit 6 months ago

Pandera ⭐ 2,807

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

dependent packages 97total releases 79most recent commit 3 months ago

Soda Core ⭐ 1,644

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

most recent commit 3 months ago

Dry Validation ⭐ 1,294

Validation library with type-safe schemas and rules

dependent packages 164total releases 69most recent commit 7 months ago

Jquery Form Validator ⭐ 978

[DISCONTINUED] jQuery plugin that makes it easy to validate user input while keeping your HTML markup clean from javascript code.

dependent packages 5total releases 19most recent commit 3 years ago

Pointblank ⭐ 785

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

dependent packages 3total releases 17most recent commit 5 months ago

Cleanvision ⭐ 739

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

dependent packages 1total releases 10most recent commit 5 months ago

Data Validation ⭐ 739

Library for exploring and validating machine learning data

most recent commit 3 months ago

Enforce ⭐ 529

Python 3.5+ runtime type checking for integration testing and data validation

dependent packages 3total releases 7most recent commit 2 years ago

Laravel Recaptcha ⭐ 410

Google ReCaptcha package for Laravel

dependent packages 8total releases 33most recent commit a year ago

packagist biscolab/laravel-recaptcha} Downloads

Objectiv Analytics ⭐ 408

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

dependent packages 23total releases 51most recent commit a year ago

npm @objectiv/developer-tools} Downloads

Dry Schema ⭐ 397

Coercion and validation for data structures

dependent packages 60total releases 56most recent commit 3 months ago

Validate ⭐ 390

Professional data validation for the R environment

dependent packages 11total releases 17most recent commit 8 months ago

Encord Active ⭐ 385

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

total releases 75most recent commit 3 months ago

Openapi Cop ⭐ 368

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

dependent packages 2total releases 7most recent commit 4 months ago

Xtypejs ⭐ 347

Elegant, highly efficient data validation for JavaScript.

dependent packages 10total releases 14most recent commit 5 years ago

React Validation Mixin ⭐ 293

Simple validation mixin (HoC) for React.

dependent packages 22total releases 56most recent commit 5 years ago

Blobify ⭐ 262

C++17 library for all your binary de-/serialization needs

most recent commit 4 months ago

Validus ⭐ 258

A dead simple Python string validation library.

dependent packages 2total releases 3most recent commit a year ago

The 10 Most Depended On Data Validation Open Source Projects

Cerberus ⭐ 3,046

Lightweight, extensible data validation library for Python

dependent packages 386total releases 27latest release August 09, 2023most recent commit 6 months ago

React Jsonschema Form ⭐ 13,593

A React component for building Web forms from JSON Schema.

dependent packages 308total releases 103latest release December 16, 2019most recent commit 12 days ago

Dry Validation ⭐ 1,294

Validation library with type-safe schemas and rules

dependent packages 164total releases 69latest release November 04, 2022most recent commit 7 months ago

Pandera ⭐ 2,807

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

dependent packages 97total releases 79latest release December 08, 2023most recent commit 3 months ago

Dry Schema ⭐ 397

Coercion and validation for data structures

dependent packages 60total releases 56latest release August 26, 2023most recent commit 3 months ago

Objectiv Analytics ⭐ 408

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

dependent packages 23total releases 51latest release November 28, 2022most recent commit a year ago

React Validation Mixin ⭐ 293

Simple validation mixin (HoC) for React.

dependent packages 22total releases 56latest release June 15, 2016most recent commit 5 years ago

Validation ⭐ 158

Framework agnostic validation library for PHP

dependent packages 15total releases 23latest release November 19, 2023most recent commit 5 months ago

packagist siriusphp/validation} Downloads

Tzhash ⭐ 10

Tillich-Zemor hashing golang implementation

dependent packages 13total releases 7latest release October 05, 2023most recent commit 6 months ago

Validate ⭐ 390

Professional data validation for the R environment

dependent packages 11total releases 17latest release March 24, 2022most recent commit 8 months ago

The 10 Latest Releases In Data Validation Open Source Projects

Pandera ⭐ 2,807

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

dependent packages 97total releases 79latest release December 08, 2023most recent commit 3 months ago

Openmetadata ⭐ 3,512

Open Standard for Metadata. A Single place to Discover, Collaborate and Get your data right.

dependent packages 3total releases 240latest release December 07, 2023most recent commit 3 months ago

Datachecks ⭐ 117

Open Source Data Quality Monitoring.

total releases 14latest release December 07, 2023most recent commit 3 months ago

Purescript Morello ⭐ 10

Cherry-picking 🍒 for your data

latest release December 05, 2023most recent commit a year ago

Encord Active ⭐ 385

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

total releases 75latest release December 01, 2023most recent commit 3 months ago

Impler.io ⭐ 61

Embeddable and scalable data onboarding experience for products 🚀

dependent packages 3total releases 41latest release November 29, 2023most recent commit 3 months ago

Validation ⭐ 158

Framework agnostic validation library for PHP

dependent packages 15total releases 23latest release November 19, 2023most recent commit 5 months ago

Cleanlab Studio ⭐ 16

Client interface for all things Cleanlab Studio

total releases 47latest release November 14, 2023most recent commit 3 months ago

Deepchecks ⭐ 3,206

dependent packages 6total releases 55latest release October 11, 2023most recent commit 3 months ago

Tzhash ⭐ 10

Tillich-Zemor hashing golang implementation

dependent packages 13total releases 7latest release October 05, 2023most recent commit 6 months ago

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