data-validation

There are 12 repositories under data-validation topic.

rjsf-team / react-jsonschema-form
A React component for building Web forms from JSON Schema.
data-validation forms json json-schema react ui web
Language:TypeScript 15393
cleanlab / cleanlab
Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
weak-supervision data-cleaning data-quality data-science noisy-labels data-centric-ai out-of-distribution-detection outlier-detection active-learning data-labeling data-profiling data-validation labeling data-curation annotation dataops dataquality llms datasets exploratory-data-analysis
Language:Python 11076
OpenMetadata
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-validation datadiscovery dataengineering dataquality hacktoberfest mcp mcp-server metadata metadata-management snowflake
Language:TypeScript 7926
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
Language:Jupyter Notebook 6798
unionai-oss / pandera
A light-weight, flexible, and expressive statistical data testing library
pandas validation schema dataframes testing pandas-validation pandas-dataframe data-validation data-cleaning data-check testing-tools assertions data-assertions data-verification dataframe-schema hypothesis-testing pandas-validator data-processing
Language:Python 4078
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
Language:Python 3933
pyeve / cerberus
Lightweight, extensible data validation library for Python
python data-validation
Language:Python 3250
soda-core
sodadata / soda-core
:zap: Data quality testing for the modern data stack (SQL, Spark, and Pandas) https://www.soda.io
python data-engineering data-governance data-monitoring data-observability data-profiling data-quality data-quality-checks data-quality-monitoring data-reliability data-testing data-unit-tests data-validation dataquality datatesting dbt pipeline-testing snowflake data-quality-testing data-contracts
Language:Python 2222
dry-rb / dry-validation
Validation library with type-safe schemas and rules
dry-rb validation ruby data-validation type-safety coercion rubygem gem
Language:Ruby 1394
cleanlab / cleanvision
Automatically find issues in image datasets and practice data-centric computer vision.
computer-vision data-centric-ai data-exploration data-quality data-validation deep-learning exploratory-data-analysis image-analysis image-classification image-generation image-quality image-segmentation data-profiling data-science
Language:Python 1130
pointblank
rstudio / pointblank
Data quality assessment and metadata reporting for data frames and database tables
data-validation database-tables data-dictionaries easy-to-understand data-frames reporting-tool data-profiler data-management schema-validation data-verification data-checker data-assertions yaml-configuration data-inference testing-tools data-quality
Language:R 1007
MigoXLab / dingo
Dingo: A Comprehensive AI Data Quality Evaluation Tool
data-quality data-validation gpt llm spark vlm data-evaluation dataquality datascience opencompass openai deepseek data-quality-assessment data-quality-report common-crawl qwen hallucination hallucination-detection data-agent llm-as-a-judge
Language:JavaScript 539
biscolab / laravel-recaptcha
Google ReCaptcha package for Laravel
recaptcha laravel-recaptcha php laravel data-validation form-validation google-recaptcha recaptcha-validation google-recaptcha-v2 laravel5 google-recaptcha-v3 recaptcha-api laravel6 laravel7 laravel8 php8 checkbox laravel9 laravel10 larave11
Language:PHP 520
dry-rb / dry-schema
Coercion and validation for data structures
dry-rb data-validation data-validator schema schema-validation coercion type-safety ruby ruby-gem
Language:Ruby 459
encord-team / encord-active
The toolkit to test, validate, and evaluate your models and surface, curate, and prioritize the most valuable data for labeling.
computer-vision data data-science data-validation deep-learning machine-learning ml mlops python active-learning annotations data-centric data-cleaning data-quality label-errors model-quality noisy-labels label-quality object-detection
Language:Python 455
DataRecce / recce
The data-validation toolkit for enhanced dbt (data build tool) PR review
dbt elt data data-validation analytics-engineering data-engineering dataops
Language:Python 432
EXXETA / openapi-cop
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
proxy swagger openapi validation data-validation contract-testing
Language:TypeScript 371
lucono / xtypejs
Elegant, highly efficient data validation for JavaScript.
javascript data-types data-validation
Language:JavaScript 361
pointblank
posit-dev / pointblank
Data validation toolkit for assessing and monitoring data quality.
data-validation tabular-data data-testing data-quality easy-to-understand
Language:Python 295
kjam / data-cleaning-101
Data Cleaning Libraries with Python
python teaching data-validation data-wrangling
Language:Jupyter Notebook 287
okfn / opendataeditor
The Open Data Editor (ODE) is a no-code application to explore, validate and publish 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
Language:Python 286
impler.io
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 pnpm-monorepo lerna nestjs nextjs nx typescript mongodb hacktoberfest
Language:TypeScript 263
shopnilsazal / validus
A dead simple Python string validation library.
python3 data-validation package
Language:Python 261
MAIF / eurybia
⚓ Eurybia monitors model drift over time and securizes model deployment with data validation
python data-validation drift html-report machine-learning data-drift domain-classifier drift-detection model-monitoring production-machine-learning datadrift-classifier model-drift
Language:Jupyter Notebook 214
ts.data.json
joanllenas / ts.data.json
A lightweight JSON decoding library for TypeScript
json decoding combinators modular validation parsing data-validation validator schema-validation
Language:TypeScript 212
bids-standard / legacy-validator
Validator for the Brain Imaging Data Structure
bids neuroimaging data-validation
Language:JavaScript 184
typical
seandstewart / typical
Typical: Fast, simple, & correct data-validation using Python 3 typing.
typing python-types python3 annotations typical python3-library type-hints type-safety validation data-validation python36 python37 type-annotations python38 serialization deserialization serde serdes
Language:Python 180
atropim
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.
pim product-information-management product-data-management product-content-management product-quality product-management digital-platform product-experience ecommerce-platfrom product-experience-management pxm b2b ecommerce-platform catalog-management headless product-catalog product-data data-validation erp-integration php
Language:PHP 175
dcs-core
datachecks / dcs-core
Open Source Data Quality Monitoring.
data-engineering data-validation dataops dataquality metrics mlops postgresql python data-governance data-observability database postgres sql data-quality-monitor data-quality-monitoring data-ops elasticsearch mysql etl monitoring
Language:Python 163
AKSW / RDFUnit
An RDF Unit Testing Suite
shacl rdf data-quality data-quality-checks schema schema-validation web-ontology-language validation unit-testing data-validation
Language:Java 162
medtagger / MedTagger
A collaborative framework for annotating medical datasets using crowdsourcing.
labeling medical-imaging crowdsourcing deep-learning data-validation data-science
Language:Python 123
databrickslabs / lakebridge
Accelerates migrations to Databricks by automating key migration activities
databricks transpiler data-validation reconciliation code-converter code-analysis
Language:Python 114
fiverr / passable
Declarative data validations.
data-validation validations isomorphic isomorphic-validations
Language:JavaScript 100
target / data-validator
A tool to validate data, built around Apache Spark.
data-science data-validation hacktoberfest
Language:Scala 100
serradura / u-attributes
Create "immutable" objects with no setters, just getters.
getters data-integrity data-validation change-detection activemodel ruby ruby-gem no-setters immutability
Language:Ruby 92
akmalsoliev / Validoopsie
A simple and easy to use Data Validation library for Python.
python data-validation data-engineering data-contracts data-testing
Language:Python 79