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: 12 Feb 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: 22 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/datachecks/dcs-core

Open Source Data Quality Monitoring.

data-engineering data-governance data-observability data-ops data-quality-monitor data-quality-monitoring data-validation database dataops dataquality elasticsearch etl metrics mlops monitoring mysql postgres postgresql python sql

Last synced: 03 Mar 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: 27 Mar 2026

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: 21 Feb 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/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/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/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/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/sigma-andex/purescript-morello

Cherry-picking 🍒 for your data

data-transformation data-validation purescript

Last synced: 16 Jan 2026

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 hacktoberfest-2024 hacktoberfest-accepted input javascript node rest rest-api sanitize schema typescript validate validation-library validations validator

Last synced: 27 Feb 2026

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/nshkrdotcom/sinter

Unified schema definition, validation, and JSON generation for Elixir

beam data-modeling data-validation elixir erlang-vm functional-programming json-generation json-schema nshkr-schema otp schema schema-validation type-checking type-system validation

Last synced: 21 Feb 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/eredotpkfr/golidators

✨ Data validators for Golang

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

Last synced: 02 Mar 2026

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/msgflux/msgspec-ext

High-performance settings management and validation library extending msgspec

data-validation settings-management

Last synced: 06 Mar 2026

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/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/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/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/nhsdigital/data-validation-engine

Data Validation Engine source code

data-validation duckdb pyspark python3

Last synced: 30 Oct 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: 17 Mar 2026

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/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/tracebloc/data-ingestors

tracebloc data pipeline for training/test dataset setup

data-ingestion data-pipeline data-preparation data-preprocessing-and-cleaning data-validation tracebloc

Last synced: 17 Mar 2026

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: 16 Mar 2026

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/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/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/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/shariarfaisal/validator

Schema validator in go

data-validation error-handling go-error-handler go-validator input-validation schema-validator validator

Last synced: 11 Mar 2026

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/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/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