data-validation
There are 299 repositories under data-validation topic.
rjsf-team/react-jsonschema-form
A React component for building Web forms from JSON Schema.
cleanlab/cleanlab
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
open-metadata/OpenMetadata
OpenMetadata is a unified platform for discovery, observability, and governance powered by a central metadata repository, in-depth lineage, and seamless team collaboration.
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.
pyeve/cerberus
Lightweight, extensible data validation library for Python
unionai-oss/pandera
A light-weight, flexible, and expressive statistical data testing library
sodadata/soda-core
:zap: Data quality testing for the modern data stack (SQL, Spark, and Pandas) https://www.soda.io
dry-rb/dry-validation
Validation library with type-safe schemas and rules
cleanlab/cleanvision
Automatically find issues in image datasets and practice data-centric computer vision.
rstudio/pointblank
Data quality assessment and metadata reporting for data frames and database tables
biscolab/laravel-recaptcha
Google ReCaptcha package for Laravel
encord-team/encord-active
The toolkit to test, validate, and evaluate your models and surface, curate, and prioritize the most valuable data for labeling.
dry-rb/dry-schema
Coercion and validation for data structures
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
lucono/xtypejs
Elegant, highly efficient data validation for JavaScript.
kjam/data-cleaning-101
Data Cleaning Libraries with Python
shopnilsazal/validus
A dead simple Python string validation library.
MAIF/eurybia
⚓ Eurybia monitors model drift over time and securizes model deployment with data validation
seandstewart/typical
Typical: Fast, simple, & correct data-validation using Python 3 typing.
bids-standard/bids-validator
Validator for the Brain Imaging Data Structure
AKSW/RDFUnit
An RDF Unit Testing Suite
implerhq/impler.io
Powerful CSV & Excel Import experience for SaaS 🚀 Save months building data import experience from scratch 💰
waterdipai/datachecks
Open Source Data Quality Monitoring.
medtagger/MedTagger
A collaborative framework for annotating medical datasets using crowdsourcing.
fiverr/passable
Declarative data validations.
target/data-validator
A tool to validate data, built around Apache Spark.
serradura/u-attributes
Create "immutable" objects with no setters, just getters.
Data-Liberation-Front/csvlint.io
Check that your CSV files are valid
whatyouhide/saul
Data validation and conformation library for Elixir.
green-coder/minimallist
A minimalist data driven data model library, inspired by Clojure Spec and Malli.
voltraco/dml
A data modeling language (for node and the browser)
matheusfelipeog/fordev
Gere e valide dados randômicos com fordev 🎲
mikulskibartosz/check-engine
Data validation library for PySpark 3.0.0
cstsunfu/intc
Python Intelligence Config Manager. A superset of hydra+pydantic+lsp
zimmerman-team/IATI.cloud
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.
NatanMish/data_validation
Tutorial for implementing data validation in data science pipelines