data-validation

There are 11 repositories under data-validation topic.

rjsf-team / react-jsonschema-form
A React component for building Web forms from JSON Schema.
react json-schema forms ui web json data-validation
Language:TypeScript 15226
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 10893
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.
metadata datadiscovery dataquality data-profiling metadata-management dataengineering data-catalog data-observability data-discovery data-contracts data-governance data-lineage data-validation snowflake data-quality data-quality-checks data-collaboration mcp mcp-server
Language:TypeScript 7522
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 jupyter-notebook pandas-dataframe machine-learning model-monitoring html-report mlops data-science hacktoberfest data-quality data-validation generative-ai llm llmops
Language:Jupyter Notebook 6607
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 4014
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 3904
pyeve / cerberus
Lightweight, extensible data validation library for Python
data-validation python
Language:Python 3197
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 2173
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 1381
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 1110
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 990
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
Language:PHP 521
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 453
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 419
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
contract-testing data-validation openapi proxy swagger validation
Language:TypeScript 371
lucono / xtypejs
Elegant, highly efficient data validation for JavaScript.
data-types data-validation javascript
Language:JavaScript 361
kjam / data-cleaning-101
Data Cleaning Libraries with Python
data-validation data-wrangling python teaching
Language:Jupyter Notebook 286
posit-dev / pointblank
Data validation made beautiful and powerful
data-validation tabular-data data-testing data-quality easy-to-understand
Language:Python 276
shopnilsazal / validus
A dead simple Python string validation library.
python3 data-validation package
Language:Python 260
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 251
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
Language:Jupyter Notebook 207
bids-standard / legacy-validator
Validator for the Brain Imaging Data Structure
bids data-validation neuroimaging
Language:JavaScript 186
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
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 160
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 154
DataEval / dingo
Dingo: A Comprehensive Data Quality Evaluation Tool
data-evaluation data-quality data-science data-validation dataquality datascience deepseek gpt llm openai opencompass spark vlm
Language:JavaScript 125
medtagger / MedTagger
A collaborative framework for annotating medical datasets using crowdsourcing.
labeling medical-imaging crowdsourcing deep-learning data-validation data-science
Language:Python 122
fiverr / passable
Declarative data validations.
data-validation isomorphic isomorphic-validations validations
Language:JavaScript 101
target / data-validator
A tool to validate data, built around Apache Spark.
data-science data-validation hacktoberfest
Language:Scala 101
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
Data-Liberation-Front / csvlint.io
Check that your CSV files are valid
csv-files csvlint data-validation ruby ruby-on-rails
Language:SCSS 73
whatyouhide / saul
Data validation and conformation library for Elixir.
data-validation elixir
Language:Elixir 68
green-coder / minimallist
A minimalist data driven data model library, inspired by Clojure Spec and Malli.
clojure clojurescript data-parsing data-validation
Language:Clojure 67
voltraco / dml
A data modeling language (for node and the browser)
data-validation data-model modeling
Language:JavaScript 62
akmalsoliev / Validoopsie
A simple and easy to use Data Validation library for Python.
python data-validation data-engineering data-contracts data-testing
Language:Python 60