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The Top 266 Data Validation Open Source Projects

Categories > Data Processing > Data Validation
React Jsonschema Form ⭐ 12,187
A React component for building Web forms from JSON Schema.
dependent packages 281total releases 103most recent commit 2 days agonpm react-jsonschema-form} Downloads
Cleanlab ⭐ 4,886
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
dependent packages 3total releases 18most recent commit 2 days agopypi cleanlab} Downloads
Cerberus ⭐ 2,909
Lightweight, extensible data validation library for Python
dependent packages 293total releases 25most recent commit 6 days agopypi Cerberus} Downloads
Deepchecks ⭐ 2,347
Tests for Continuous Validation of ML Models & Data. Deepchecks is a Python package for comprehensively validating your machine learning models and data with minimal effort.
total releases 39most recent commit a day ago
Pandera ⭐ 1,927
A light-weight, flexible, and expressive statistical data testing library
most recent commit 3 days ago
Dry Validation ⭐ 1,260
Validation library with type-safe schemas and rules
dependent packages 145total releases 67most recent commit 6 days agorubygems dry-validation} Downloads
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 3total releases 19most recent commit a year agonpm jquery-form-validator} Downloads
Pointblank ⭐ 692
Data quality assessment and metadata reporting for data frames and database tables
dependent packages 2total releases 15most recent commit 2 months ago
Data Validation ⭐ 690
Library for exploring and validating machine learning data
most recent commit 7 days ago
Enforce ⭐ 529
Python 3.5+ runtime type checking for integration testing and data validation
dependent packages 3total releases 7most recent commit a year agopypi enforce} Downloads
Objectiv Analytics ⭐ 408
Powerful product analytics for data teams, with full control over data & models.
dependent packages 17total releases 44most recent commit 2 months agonpm @objectiv/developer-tools} Downloads
Laravel Recaptcha ⭐ 372
Google ReCaptcha package for Laravel
dependent packages 8total releases 33most recent commit 5 months agopackagist biscolab/laravel-recaptcha} Downloads
Openapi Cop ⭐ 362
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
total releases 7most recent commit 2 months ago
Dry Schema ⭐ 361
Coercion and validation for data structures
dependent packages 38total releases 51most recent commit 15 days agorubygems dry-schema} Downloads
Xtypejs ⭐ 347
Elegant, highly efficient data validation for JavaScript.
dependent packages 8total releases 14most recent commit 4 years agonpm xtypejs} Downloads
Validate ⭐ 341
Professional data validation for the R environment
dependent packages 10total releases 17most recent commit 7 months ago
React Validation Mixin ⭐ 293
Simple validation mixin (HoC) for React.
dependent packages 21total releases 56most recent commit 4 years agonpm react-validation-mixin} Downloads
Validus ⭐ 258
A dead simple Python string validation library.
dependent packages 3total releases 3most recent commit 3 months agopypi validus} Downloads
Mininote ⭐ 217
📔 A simple, self-hosted, encrypted Markdown note-taking editor
most recent commit 18 days ago
Data Cleaning 101 ⭐ 214
Data Cleaning Libraries with Python
most recent commit 4 years ago
Validr ⭐ 207
A simple, fast, extensible python library for data validation.
dependent packages 2total releases 23most recent commit 9 months agopypi validr} Downloads
Rx ⭐ 195
the Rx schema and validation system
dependent packages 8total releases 16most recent commit 8 days ago
Schema.js ⭐ 173
Sophisticated JSON schema based data validation and adaptation
most recent commit 10 years ago
Xlsxwriter Rs ⭐ 166
Excel file writer for Rust
dependent packages 2total releases 8most recent commit a month agocargo xlsxwriter} Downloads
Eurybia ⭐ 164
⚓ Eurybia monitors model drift over time and securizes model deployment with data validation
total releases 8most recent commit 3 months ago
Validation ⭐ 155
Framework agnostic validation library for PHP
dependent packages 15total releases 21most recent commit 4 months agopackagist siriusphp/validation} Downloads
Typical ⭐ 145
Typical: Fast, simple, & correct data-validation using Python 3 typing.
dependent packages 2total releases 114most recent commit a year agopypi typical} Downloads
Blobify ⭐ 139
C++17 library for all your binary de-/serialization needs
most recent commit 2 years ago
Ormantic ⭐ 136
Async ORM + Pydantic = Ormantic ❤️
total releases 3most recent commit 2 years ago
Rdfunit ⭐ 133
An RDF Unit Testing Suite
dependent packages 4total releases 16most recent commit 6 months ago
Appledata ⭐ 99
most recent commit 15 days ago
Passable ⭐ 98
Declarative data validations.
dependent packages 1total releases 678most recent commit 7 months agonpm passable} Downloads
Ducktype ⭐ 86
Flexible data validation using a ducktype interface. For JavaScript and Node.js.
dependent packages 6total releases 6most recent commit 5 months agonpm ducktype} Downloads
U Attributes ⭐ 84
Create "immutable" objects with no setters, just getters.
dependent packages 3total releases 31most recent commit a year agorubygems u-attributes} Downloads
Check ⭐ 83
Package for data validation in Go
most recent commit 4 years ago
Medtagger ⭐ 82
A collaborative framework for annotating medical datasets using crowdsourcing.
most recent commit a year ago
Uv ⭐ 81
Ultrafast UTF-8 data validation
dependent packages 10total releases 16most recent commit a month agonpm uv} Downloads
Data Validator ⭐ 78
A tool to validate data, built around Apache Spark.
most recent commit a month ago
Blood_contracts ⭐ 75
Tool for runtime data validation and monitoring (based on Contracts approach)
total releases 4most recent commit 2 years ago
Csvlint.io ⭐ 72
Check that your CSV files are valid
most recent commit a day ago
Goodtables.io ⭐ 68
Data validation as a service. Project retired, got to the current one at frictionsless/repository
most recent commit 6 months ago
Saul ⭐ 67
Data validation and conformation library for Elixir.
most recent commit 2 months ago
Dml ⭐ 64
A data modeling language (for node and the browser)
dependent packages 1total releases 8most recent commit 5 years agonpm node-models} Downloads
Shinytable ⭐ 62
An R package that integrates Handsontable with Shiny
most recent commit 3 years ago
Joiql ⭐ 62
Make GraphQL schema creation and data validation easy with Joi.
most recent commit 5 years ago
Encord Active ⭐ 57
The open source active learning toolkit to find failure modes in your computer vision models, prioritize data to label next, and drive data curation to improve model performance.
most recent commit 21 hours ago
Pyschema ⭐ 56
Python library for class-based schema definition, object serialization and data validation
total releases 5most recent commit 7 years ago
Warrant ⭐ 55
Data validation made easy. In code and from Interface Builder.
total releases 11most recent commit 6 years ago
Machinable ⭐ 52
Machinable HTTP API - Backend-as-a-Service providing RESTful interfaces and data validation with JSON schema for your app
most recent commit 2 years ago
Voodorm ⭐ 48
VoodOrm is a micro-ORM which functions as both a fluent select query API and a CRUD model class. VoodOrm is built on top of PDO and is well fit for small to mid-sized projects, where the emphasis is on simplicity and rapid development rather than infinite flexibility and features. VoodOrm works easily with table relationship. And offers api that gets SQL out of your way
dependent packages 2total releases 9most recent commit 9 years agopackagist voodoophp/voodorm} Downloads
Pgbackrest_auto ⭐ 42
pgbackrest_auto: Automatic Restore and Validate for physical and logical database corruption (PostgreSQL)
most recent commit a day ago
Minimallist ⭐ 41
A minimalist data driven data model library, inspired by Clojure Spec and Malli.
total releases 8most recent commit 2 years ago
Iati.cloud ⭐ 35
IATI datastore powered by Apache Solr. Automatically Extracts and parses IATI XML files referenced in the IATI Registry. IATI is a global initiative to improve the transparency of development and humanitarian resources and their results for addressing poverty and crises.
most recent commit 3 months ago
Web2py ⭐ 35
Intro to web2py
most recent commit 10 years ago
Data Visulaization ⭐ 31
🙀数据可视化~实现可拖拽数据可视化视图、数据获取配置
most recent commit a year ago
Check Engine ⭐ 30
Data validation library for PySpark 3.0.0
most recent commit 3 months ago
Form Binder Java ⭐ 28
Java port of form-binder, a micro data binding and validating framework
dependent packages 1total releases 13most recent commit 2 years ago
Benford.analysis ⭐ 28
Tools that make it easier to use Benford’s law for data validation and forensic analytics.
total releases 7most recent commit 3 years ago
Validada ⭐ 27
Another library for defensive data analysis.
most recent commit 4 years ago
Monad Validate ⭐ 27
A Haskell monad transformer library for data validation
most recent commit 3 years ago
Valaddin ⭐ 26
Functional input validation to make R functions more readable and robust
most recent commit 2 years ago
Validate ⭐ 26
Modern lightweight library without dependencies for the data validation from single input tag
most recent commit 7 years ago
Ckanext Validation ⭐ 25
CKAN extension for validating Data Packages using Table Schema.
most recent commit 2 months ago
Validation Components ⭐ 24
A collection of common validation predicates for ValidationToolkit framework
most recent commit 4 years ago
Fordev ⭐ 23
Gere e valide dados randômicos com fordev 🎲
most recent commit 7 days ago
Smart Data Validation In Goolge Sheets ⭐ 22
Create dependent drop-down lists in your sheets.
most recent commit 3 years ago
Checkdigit ⭐ 22
🔒 An easy-to-use check digit library for data validation
most recent commit 2 days ago
Piped ⭐ 21
Application server and pipeline processing framework
most recent commit 6 years ago
Aelastics Types ⭐ 21
Type system dynamically created at run time. Support for data validation and serialization.
dependent packages 1total releases 34most recent commit 3 years agonpm aelastics-types} Downloads
Form Binder ⭐ 20
A micro data binding and validating framework, very easy to use and hack
total releases 12most recent commit 6 years ago
Convo ⭐ 20
R package based on "Column Names as Contracts" blog post (https://emilyriederer.netlify.app/post/column-nam
most recent commit a year ago
Xdata ⭐ 20
Data validator for the zen of python
total releases 3most recent commit 6 years ago
Flask Vs Fastapi ⭐ 19
An exploration comparing Flask with FastAPI.
most recent commit 7 months ago
Reval ⭐ 18
ReVAL: Reusable Validation Library - A Django App for validating data via API and web interface
most recent commit 2 years ago
Data Act Broker Web App ⭐ 18
Website to test data validation and submission process
most recent commit a month ago
Raymon ⭐ 17
The official http://raymon.ai data profiling and logging library.
most recent commit a year ago
Functional Data Validation ⭐ 17
Slides and code samples for a talk on thinking functionally (and validating web forms).
most recent commit 8 years ago
Piny ⭐ 16
YAML config loader with environment variables interpolation for Python and command line
total releases 14most recent commit 15 days ago
Data_validation ⭐ 15
Tutorial for implementing data validation in data science pipelines
most recent commit 6 months ago
Abap Data Validator ⭐ 14
A data validation tool.
most recent commit 2 years ago
Pyvaru ⭐ 14
Rule based data validation library for python 3.
total releases 4most recent commit 6 years ago
Jval ⭐ 14
A JSON Schema validator written in PHP
dependent packages 6most recent commit 6 years agopackagist stefk/jval} Downloads
Beancount Plugins Zack ⭐ 13
Zack's plugins for the Beancount accounting tool
most recent commit 3 years ago
Nlp How To Annotate ⭐ 13
Set of guides and references for annotating NLP data
most recent commit 9 months ago
Octopus Ml ⭐ 12
A collection of handy ML and data visualization and validation tools. Go ahead and train, evaluate and validate your ML models and data with minimal effort.
total releases 11most recent commit 25 days ago
Php Ext Xlswriter Doc ⭐ 12
most recent commit 7 months ago
Osm Detective ⭐ 11
A simple project to monitor OSM changesets and find the suspicious ones
most recent commit 2 years ago
Glossary ⭐ 11
most recent commit 3 years ago
Purescript Morello ⭐ 10
Cherry-picking 🍒 for your data
most recent commit 3 months ago
Reactlink Pipe ⭐ 10
Pipeline for ReactLink data binding methods for things like data validation and formatting
total releases 4most recent commit 8 years ago
Yamlize ⭐ 10
Python YAML serializing library
most recent commit a year ago
Ardielle Common ⭐ 10
most recent commit 6 years ago
Redstone_mapper ⭐ 9
A mapper plugin for Redstone.dart
most recent commit 6 years ago
Chat With Auth ⭐ 9
most recent commit 2 years ago
Laravel Validation ⭐ 8
A PHP Laravel like validation for python language
most recent commit 9 months ago
Cakephp Multi Column Uniqueness ⭐ 8
A CakePHP 2.x behavior plugin to validate the uniqueness of multiple columns of a model
total releases 2most recent commit 5 years ago
Spotlight ⭐ 8
Data validation for Python, inspired by the Laravel framework.
dependent packages 10total releases 33most recent commit 2 months agopypi spotlight} Downloads
Pyproteome ⭐ 8
Python library for analyzing mass spectrometry proteomics data.
total releases 19most recent commit a year ago
Pywhip ⭐ 8
Python package to validate data against whip specifications
most recent commit 2 hours ago
Tzhash ⭐ 8
Tillich-Zemor hashing golang implementation
most recent commit 7 months ago
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