Projects in Awesome Lists tagged with data-validation

https://github.com/rjsf-team/react-jsonschema-form

A React component for building Web forms from JSON Schema.

data-validation forms json json-schema react ui web

Last synced: 17 Jan 2026

https://rjsf-team.github.io/react-jsonschema-form/

A React component for building Web forms from JSON Schema.

data-validation forms json json-schema react ui web

Last synced: 23 Apr 2025

https://github.com/cleanlab/cleanlab

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

active-learning annotation data-centric-ai data-cleaning data-curation data-labeling data-profiling data-quality data-science data-validation dataops dataquality datasets exploratory-data-analysis labeling llms noisy-labels out-of-distribution-detection outlier-detection weak-supervision

Last synced: 08 Jan 2026

https://github.com/open-metadata/openmetadata

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.

data-catalog data-collaboration data-contracts data-discovery data-governance data-lineage data-observability data-profiling data-quality data-quality-checks data-science data-validation datadiscovery dataengineering dataquality dbt hacktoberfest metadata metadata-management snowflake

Last synced: 04 Feb 2026

https://github.com/evidentlyai/evidently

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.

data-drift data-quality data-science data-validation generative-ai hacktoberfest html-report jupyter-notebook llm llmops machine-learning mlops model-monitoring pandas-dataframe

Last synced: 13 May 2025

https://github.com/open-metadata/OpenMetadata

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.

data-catalog data-collaboration data-contracts data-discovery data-governance data-lineage data-observability data-profiling data-quality data-quality-checks data-science data-validation datadiscovery dataengineering dataquality dbt hacktoberfest metadata metadata-management snowflake

Last synced: 15 Mar 2025

https://github.com/deepchecks/deepchecks

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.

data-drift data-science data-validation deep-learning html-report jupyter-notebook machine-learning ml mlops model-monitoring model-validation pandas-dataframe python pytorch

Last synced: 16 May 2025

https://github.com/unionai-oss/pandera

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

assertions data-assertions data-check data-cleaning data-processing data-validation data-verification dataframe-schema dataframes hypothesis-testing pandas pandas-dataframe pandas-validation pandas-validator schema testing testing-tools validation

Last synced: 29 Jan 2026

https://github.com/pyeve/cerberus

Lightweight, extensible data validation library for Python

data-validation python

Last synced: 12 Dec 2025

https://github.com/sodadata/soda-core

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

data-contracts data-engineering data-governance data-monitoring data-observability data-profiling data-quality data-quality-checks data-quality-monitoring data-quality-testing data-reliability data-testing data-unit-tests data-validation dataquality datatesting dbt pipeline-testing python snowflake

Last synced: 14 May 2025

https://github.com/dry-rb/dry-validation

Validation library with type-safe schemas and rules

coercion data-validation dry-rb gem ruby rubygem type-safety validation

Last synced: 12 May 2025

https://github.com/cleanlab/cleanvision

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

computer-vision data-centric-ai data-exploration data-profiling data-quality data-science data-validation deep-learning exploratory-data-analysis image-analysis image-classification image-generation image-quality image-segmentation

Last synced: 06 Jan 2026

https://github.com/rstudio/pointblank

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

data-assertions data-checker data-dictionaries data-frames data-inference data-management data-profiler data-quality data-validation data-verification database-tables easy-to-understand reporting-tool schema-validation testing-tools yaml-configuration

Last synced: 14 May 2025

https://github.com/biscolab/laravel-recaptcha

Google ReCaptcha package for Laravel

checkbox data-validation form-validation google-recaptcha google-recaptcha-v2 google-recaptcha-v3 larave11 laravel laravel-recaptcha laravel10 laravel5 laravel6 laravel7 laravel8 laravel9 php php8 recaptcha recaptcha-api recaptcha-validation

Last synced: 03 Oct 2025

https://github.com/dry-rb/dry-schema

Coercion and validation for data structures

coercion data-validation data-validator dry-rb ruby ruby-gem schema schema-validation type-safety

Last synced: 29 Apr 2025

https://github.com/lucono/xtypejs

Elegant, highly efficient data validation for JavaScript.

data-types data-validation javascript

Last synced: 04 Apr 2025

https://github.com/MigoXLab/dingo

Dingo: A Comprehensive AI Data Quality Evaluation Tool

common-crawl data-evaluation data-quality data-quality-assessment data-quality-report data-science data-validation dataquality datascience deepseek gpt hallucination hallucination-detection llm openai opencompass qwen spark vlm

Last synced: 29 Aug 2025

https://github.com/okfn/opendataeditor

The Open Data Editor (ODE) is a no-code application to explore and validate tabular data in a simple way. Forever free and open source project powered by the Frictionless Framework.

data-validation desktop-application digitalpublicgoods dpg sdg11 sdg16 sdg9 sdgs

Last synced: 23 Jan 2026

https://github.com/kjam/data-cleaning-101

Data Cleaning Libraries with Python

data-validation data-wrangling python teaching

Last synced: 31 Jan 2026

https://github.com/shopnilsazal/validus

A dead simple Python string validation library.

data-validation package python3

Last synced: 31 Jan 2026

https://github.com/maif/eurybia

⚓ Eurybia monitors model drift over time and securizes model deployment with data validation

data-drift data-validation datadrift-classifier domain-classifier drift drift-detection html-report machine-learning model-drift model-monitoring production-machine-learning python

Last synced: 08 Oct 2025

https://posit-dev.github.io/pointblank/

Data validation made beautiful and powerful

data-quality data-testing data-validation easy-to-understand tabular-data

Last synced: 22 Jun 2025

https://github.com/bids-standard/legacy-validator

Validator for the Brain Imaging Data Structure

bids data-validation neuroimaging

Last synced: 04 Oct 2025

https://github.com/seandstewart/typical

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

annotations data-validation deserialization python-types python3 python3-library python36 python37 python38 serde serdes serialization type-annotations type-hints type-safety typical typing validation

Last synced: 21 Oct 2025

https://github.com/atrocore/atropim

AtroPIM is a flexible, highly configurable, modular, open-source product information management (PIM) system that extends the AtroCore data management and system integration platform.

b2b data-validation digital-platform ecommerce-platform ecommerce-platfrom erp-integration headless php pim product-catalog product-content-management product-data product-data-management product-experience product-experience-management product-information-management product-management product-quality pxm svelte

Last synced: 23 Jan 2026

https://github.com/AKSW/RDFUnit

An RDF Unit Testing Suite

data-quality data-quality-checks data-validation rdf schema schema-validation shacl unit-testing validation web-ontology-language

Last synced: 03 Apr 2025

https://github.com/medtagger/MedTagger

A collaborative framework for annotating medical datasets using crowdsourcing.

crowdsourcing data-science data-validation deep-learning labeling medical-imaging

Last synced: 08 May 2025

https://github.com/implerhq/impler.io

Powerful CSV & Excel Import experience for SaaS 🚀 Save months building data import experience from scratch 💰

csv-import data-import data-mapping data-review data-validation excel-import lerna mongodb nestjs nextjs nx pnpm-monorepo typescript

Last synced: 30 Dec 2025

https://github.com/target/data-validator

A tool to validate data, built around Apache Spark.

data-science data-validation hacktoberfest

Last synced: 13 May 2025

https://github.com/fiverr/passable

Declarative data validations.

data-validation isomorphic isomorphic-validations validations

Last synced: 06 Apr 2025

https://github.com/posit-dev/pointblank

Find out if your data is what you think it is

data-quality data-testing data-validation easy-to-understand tabular-data

Last synced: 04 Feb 2026

https://github.com/serradura/u-attributes

Create "immutable" objects with no setters, just getters.

activemodel change-detection data-integrity data-validation getters immutability no-setters ruby ruby-gem

Last synced: 07 Apr 2025

https://github.com/green-coder/minimallist

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

clojure clojurescript data-parsing data-validation

Last synced: 10 Jul 2025

https://github.com/voltraco/dml

A data modeling language (for node and the browser)

data-model data-validation modeling

Last synced: 12 Apr 2025

https://github.com/argyle-engineering/pydantic2zod

pydantic --> zod data models

data-validation pydantic python typescript zod

Last synced: 06 Apr 2025

https://github.com/vertti/daffy

Lightweight DataFrame validation decorators for Pandas, Polars, Modin, and PyArrow. No custom types required.

data-quality data-validation dataframe dataframe-schema dataframe-validation decorator modin narwhals pandas polars pyarrow pydantic python python-decorator runtime-validation validation

Last synced: 27 Jan 2026

https://github.com/sparkdq-community/sparkdq

A declarative PySpark framework for row- and aggregate-level data quality validation.

data-check data-engineering data-quality data-validation data-verification dq-framework pyspark pyspark-validation spark-data-quality

Last synced: 02 Jul 2025

https://github.com/m6io/rjsf-tailwind

A Tailwind theme for react-jsonschema-form

data-validation forms json json-schema jsonschema monaco-editor react shadcn-ui tailwind tailwindcss ui web

Last synced: 12 Apr 2025

https://github.com/cinar/checker

Effortless input validation in Go with the power of struct tags. No dependencies, just pure simplicity. ✨ See how! 👀

checker customizable data-integrity data-validation form-validation go golang input-validation library lightweight localization no-dependencies normalization security struct-tags validation validator

Last synced: 12 Jan 2026

https://github.com/matheusfelipeog/fordev

Gere e valide dados randômicos com fordev 🎲

4devs 4devs-api 4devs-module api data-generator data-manipulation data-validation fake-data fake-data-generator fordev fourthdev python random-data scrapping

Last synced: 29 Jun 2025

https://github.com/egnha/valaddin

Functional input validation to make R functions more readable and robust

data-validation input-validation r type-safety

Last synced: 02 May 2025

https://github.com/cstsunfu/intc

Python Intelligence Config Manager. A superset of hydra+pydantic+lsp

completion config data-validation dataclass deep-learning goto-definition hover hydra intelligent json json-schema lsp neovim pydantic python vscode

Last synced: 12 Apr 2025

https://github.com/emilyriederer/convo

R package based on "Column Names as Contracts" blog post (https://emilyriederer.netlify.app/post/column-name-contracts/)

controlled-vocabulary data-quality data-validation r-package schema-design variable-names variable-naming

Last synced: 26 Oct 2025

https://github.com/phink/changeset

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

data-validation ocaml

Last synced: 07 May 2025

https://github.com/cleanlab/cleanlab-studio

Client interface to Cleanlab Studio and the Trustworthy Language Model

annotations automl computer-vision data-centric-ai data-cleaning data-curation data-labeling data-profiling data-quality data-science data-validation image-classification llm machine-learning model-deployment natural-language-processing noisy-labels outlier-detection structured-data text-classification

Last synced: 13 Apr 2025

https://github.com/jnmclarty/validada

Another library for defensive data analysis.

checkset data data-analysis data-validation decorators pandas slice validation

Last synced: 24 Jan 2026

https://github.com/montara-io/dbt-command-center

Never sift through endless dbt™ logs again. dbt Command Center is a free, open-source, local web application that provides a user-friendly interface to monitor and manage dbt runs.

analytics-engineering bigquery data-analysis data-catalog data-engineering data-lineage data-observability data-pipeline data-pipelines data-validation data-warehouse dataops dbt dbt-packages elt etl orchestration python redshift

Last synced: 05 May 2025

https://github.com/tminglei/form-binder-java

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

data-binding data-validation

Last synced: 04 May 2025

https://github.com/elliotgao2/xdata

Data validator for the zen of python

data-validation datatype marshalling python serialization validation validator xdata

Last synced: 01 Aug 2025

https://github.com/daveoncode/pyvaru

Rule based data validation library for python 3.

data data-validation form-validation model validation validator

Last synced: 06 May 2025

https://github.com/tminglei/form-binder

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

data-binding data-validation

Last synced: 29 Oct 2025

https://github.com/romelperez/yrel

JavaScript JSON schema validation with TypeScript type inference.

data-validation schema-validation type-inference typescript

Last synced: 17 Mar 2025

https://github.com/hendurhance/laracaptcha

A Laravel package to seamlessly use hCapthca or reCaptcha v2 or v3 on your forms or RESTful APIs

captcha data-validation form-validation google-recaptcha google-recaptcha-v2 google-recaptcha-v3 hcaptcha hcaptcha-api laravel laravel-captcha laravel-package laravel10 laravel8 laravel9 php php8 recaptcha recaptcha-api recaptcha-v2 recaptcha-v3

Last synced: 27 Oct 2025

https://github.com/data-catering/data-caterer

Data generation and validation tool for any data source

data-generation data-quality data-test data-testing data-validation java scala testing-automation ui yaml

Last synced: 02 Sep 2025

https://github.com/seadonggyun4/truthound

"Sniffs out bad data"

anomaly-detection data-quality data-validation polars schema-inference statistical-drift-detection

Last synced: 27 Jan 2026

https://github.com/sigma-andex/purescript-morello

Cherry-picking 🍒 for your data

data-transformation data-validation purescript

Last synced: 16 Jan 2026

https://github.com/venkat-0706/number-guessing-game---python

Python number guessing game: Computer picks a random number, user tries to guess it. Computer gives hints (too high/low). Repeat until correct. Add difficulty levels, limited tries, or scoring for more challenge.

algorithm-design basic-python-project conditional-statements data-validation error-handling game-development logic-programming loops python-programming random-number-generator user-input-handling

Last synced: 13 Apr 2025

https://github.com/inbo/pywhip

Python package to validate data against whip specifications

data-validation lifewatch oscibio python

Last synced: 02 May 2025

https://github.com/eredotpkfr/golidators

✨ Data validators for Golang

data-validation data-validator go golang golang-package golidators valid validate validation validations validator validators

Last synced: 06 Oct 2025

https://github.com/seanluis/rest-data-validator

REST Data Validator is a versatile library designed to offer comprehensive validation for data in RESTful APIs. It supports a wide range of data types, validation rules, and is designed with extensibility in mind, making it ideal for ensuring data integrity and compliance with API specifications.

api assets data-validation decorators framework hacktoberfest input javascript node rest rest-api sanitize schema typescript validate validation-library validations validator

Last synced: 30 Oct 2025

https://github.com/ravage84/cakephp-multi-column-uniqueness

A CakePHP 2.x behavior plugin to validate the uniqueness of multiple columns of a model

cakephp cakephp-plugin data-validation uniqueness

Last synced: 11 Jul 2025

https://github.com/HzaCode/ChemInformant

⚗️ An all-in-one solution for chemical property retrieval from PubChem.

api-client batch-processing caching cas cheminformatics chemistry cli compound-search data-validation dataframe drug-discovery iupac molecular-descriptors molecular-weight pandas pubchem python rest-api smiles sql

Last synced: 20 Nov 2025

https://github.com/inbo/whip

✅ Human and machine-readable syntax to express specifications for data

data-validation oscibio specification

Last synced: 13 Oct 2025

https://github.com/degree9/covenant

Access Control and Data Validation for Clojure(Script) written in Clojure Spec.

abac access-control acl clojure clojurescript covenant data-validation rbac

Last synced: 11 Aug 2025

https://github.com/nadeesha/structlm

Token-efficient schema definition for getting structured output from LLMs.

agents data-validation llm typescript

Last synced: 10 Oct 2025

https://github.com/openalloc/swiftdetailer

A multi-platform SwiftUI component for editing fielded data

data-editor data-validation details-view swift-lang swift-language swift-library swiftui swiftui-components swiftui-library

Last synced: 09 Apr 2025

https://github.com/discretetom/rdiabv

Remote Data Integrity Auditing with Bidirectional Verification.

cloud cloud-storage-provider data-validation

Last synced: 20 Aug 2025

https://github.com/azukds/input_checker

A python package to check that data in pandas DataFrame conforms to certain conditions.

data-validation

Last synced: 10 Apr 2025

https://github.com/algosup/2024-2025-project-3-quickest-path-team-5

🚀 Quickest Path REST API | A high-performance C++ REST API for calculating the quickest path between landmarks in the United States. Supports JSON/XML responses, efficient pathfinding using graph algorithms, and robust data validation. Ideal for route planning applications!

cplusplus data-validation graph-algorithms high-performance json pathfinding rest-api server shortest-path xml

Last synced: 10 Apr 2025

https://github.com/sno2/jason

A composable validation library for TypeScript and JavaScript with amazing type support.

data-validation deno deno-module node typescript

Last synced: 14 Apr 2025

https://github.com/nhsdigital/data-validation-engine

Data Validation Engine source code

data-validation duckdb pyspark python3

Last synced: 30 Oct 2025

https://github.com/dealfonso/typedobject

TypeObject is a PHP class to ease the usage of objects coming from a JSON definition. The library parses JSON objects into PHP objects, taking care of the types of the attributes and/or the conversion to the target types

data-validation json json-parsing json-validation php php-json php-library

Last synced: 01 Apr 2025

https://github.com/gkshi/nuxt-models

JS model controller for your Nuxt.js project

data-validation entities models nuxt nuxtjs

Last synced: 16 Jun 2025

https://github.com/astrodynamic/retailanalitycs-in-postgresql

Develop a SQL script to create a database with tables, views, roles, and functions. Form personalized offers to increase average check, frequency of visits, and cross-selling.

bd csv data-analysis data-export data-input data-manipulation data-validation database-management functions git margin offers postgresql retail role-permission-management selling sql transaction tsv views

Last synced: 20 Sep 2025

https://github.com/adamo08/orderprocessingsystem

An automated system for processing customer orders from JSON input, validating data, and synchronizing with a database while managing errors and outputs.

automation data-validation database-integration error-handling file-handling java json-processing juint maven mysql order-management project-lombok threads timer-task

Last synced: 19 Apr 2025

https://github.com/byteplant/email-validator-net

NodeJS wrapper for the email-validator.net API

byteplant cleaning cleaning-data data-quality data-validation email email-cleaning email-marketing email-validation email-verification javascript node-js node-module typescript validation verification

Last synced: 29 Oct 2025

https://github.com/dnth/fastdup-manage-clean-curate-blogpost

Find duplicate and anomalies in your dataset. Identify wrong/confusing labels in your dataset. Uncover data leak in your dataset.

anomaly-detection computer-vision data-science data-validation duplicate-detection python

Last synced: 27 Mar 2025

https://github.com/byteplant/address-validator-net

NodeJS wrapper for the address-validator.net API

address address-autocomplete address-cleaning address-matching address-validation address-verification autocomplete byteplant cleaning cleaning-data data-quality data-validation javascript node-js node-module typescript validation verification wrapper

Last synced: 16 Jul 2025

https://github.com/stopsopa/validator

JSR-303 Bean Validation for javascript

data-validation data-validator jsr-303 jsr-303-bean jsr-303-bean-validation jsr303 jsr303-bean jsr303-bean-validation validate validate-js validation validation-engine validation-library validations validator validatorjs validators

Last synced: 13 Mar 2025

https://github.com/swiftylab/validatablekit

Composable data validation API in Swift exposing simple DSL for writing validations.

carthage cocoapods data-validation data-validator dsl swift swift-package-manager

Last synced: 21 Jan 2026

https://github.com/hetman-app/hetman-pipeline

Hetman Pipeline is a flexible, developer-centric validation engine.

data-validation python validation

Last synced: 31 Jan 2026

https://github.com/cdcgov/cancer-report-validator

The Cancer Report Validator (CRV) is an interactive tool for validating the content of electronic submissions of cancer-related medical information prior to a system's communication with a public health central cancer registry.

cancer cancer-registry cancer-reporting cda clinical-document-architecture data-validation hl7 informatics

Last synced: 11 Oct 2025

https://github.com/daiangm/joker-validator

Validador de dados JSON para NodeJS

customized data data-validation javascript json json-schema nodejs schema validador validation validator

Last synced: 04 Jul 2025

https://github.com/jbris/jackson-data-models-example

Demonstration of Jackson data models

annotation annotations data-model data-model-tools data-modeling data-modelling data-models data-validation iris-dataset jackson jackson-annotation jackson-core jackson-databind jackson-json jackson-json-processor jackson-module json-schema json-schema-definitions json-schema-generator metadata

Last synced: 02 Mar 2025

https://github.com/xou816/verifikit

Declarative decodable object validation

data-validation declarative property-wrappers swift5 validation

Last synced: 24 Mar 2025

https://github.com/jpcadena/pydantic-sqlalchemy-tutorial

Tutorial for Pydantic and SQLAlchemy

backend data-engineering data-validation database etl etl-pipeline fastapi postgresql pydantic pydantic-settings pydantic-v2 python python3 restful-api sqlalchemy sqlalchemy-core sqlalchemy-database sqlalchemy-example sqlalchemy-orm sqlalchemy-python

Last synced: 03 Feb 2026

https://github.com/vathymut/dsos

Dataset shift with outlier scores

data-drift data-validation dataset-shifts drift-detection machine-learning mlops model-monitoring model-validation performance-monitoring r statistical-process-control statistical-tests

Last synced: 30 Oct 2025

https://github.com/pronazmul/api_school_management_v1

School Management System (SMS) that will help streamline the various activities and operations of a school. This system will provide a centralized platform for teachers, administrators, and students to access, update and manage information related to the school's day-to-day activities

access-token data-validation refresh-token

Last synced: 15 Mar 2025

https://github.com/seferogluemre/happymoon-restaurant

This backend project is designed to manage a restaurant's menu system. It allows for efficient management of categories, products, and ingredients with the use of TypeScript, Express, PostgreSQL, and Knex.js. The system provides API endpoints to create, list, update, and delete categories, products, and ingredients. With a robust database structure

class-transformer class-validator data-validation dotenv express knexjs mvc nodejs postgresql restful-api typescript