data-validation

There are 9 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 13720
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-analysis data-centric-ai data-cleaning data-curation data-labeling data-profiling data-quality data-science data-validation dataops dataquality datasets labeling llms noisy-labels out-of-distribution-detection outlier-detection weak-supervision
Language:Python 8822
OpenMetadata
open-metadata / OpenMetadata
Open Standard for Metadata. A Single place to Discover, Collaborate and Get your data right.
metadata datadiscovery data-science dataquality data-profiling metadata-management dataengineering data-catalog data-observability dbt data-discovery datacatalog data-contracts data-governance data-lineage data-validation snowflake data-quality data-quality-checks data-collaboration
Language:TypeScript 4271
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.
machine-learning ml model-validation data-validation mlops data-science python jupyter-notebook model-monitoring data-drift html-report deep-learning pytorch pandas-dataframe
Language:Python 3400
pyeve / cerberus
Lightweight, extensible data validation library for Python
python data-validation
Language:Python 3115
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
Language:Python 3045
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 1778
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 1318
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 930
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 833
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 509
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 423
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 409
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 369
lucono / xtypejs
Elegant, highly efficient data validation for JavaScript.
data-types data-validation javascript
Language:JavaScript 363
kjam / data-cleaning-101
Data Cleaning Libraries with Python
python teaching data-validation data-wrangling
Language:Jupyter Notebook 278
shopnilsazal / validus
A dead simple Python string validation library.
data-validation package python3
Language:Python 259
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 203
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 182
bids-standard / bids-validator
Validator for the Brain Imaging Data Structure
bids neuroimaging data-validation
Language:JavaScript 177
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 150
datachecks
waterdipai / datachecks
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 128
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
Language:TypeScript 124
medtagger / MedTagger
A collaborative framework for annotating medical datasets using crowdsourcing.
labeling medical-imaging crowdsourcing deep-learning data-validation data-science
Language:Python 113
fiverr / passable
Declarative data validations.
data-validation validations isomorphic isomorphic-validations
Language:JavaScript 99
target / data-validator
A tool to validate data, built around Apache Spark.
data-science data-validation hacktoberfest
Language:Scala 99
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
data-validation csvlint csv-files ruby ruby-on-rails
Language:SCSS 73
whatyouhide / saul
Data validation and conformation library for Elixir.
elixir data-validation
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 64
voltraco / dml
A data modeling language (for node and the browser)
data-validation data-model modeling
Language:JavaScript 62
fordev
matheusfelipeog / fordev
Gere e valide dados randômicos com fordev 🎲
4devs 4devs-api 4devs-module fordev fourthdev python api scrapping data-generator fake-data fake-data-generator data-manipulation data-validation random-data
Language:Python 34
mikulskibartosz / check-engine
Data validation library for PySpark 3.0.0
big-data data-quality data-validation pyspark
Language:Python 33
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
Language:C 32
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.
apache apache-solr celery data-science data-validation data-visualisation dataviz django iati iati-data iati-registry iati-standard ict4d open-data python solr solr-search solrcloud vagrant zimmerman
Language:XSLT 32
NatanMish / data_validation
Tutorial for implementing data validation in data science pipelines
data-science data-validation great-expectations machine-learning pandera pydantic python
Language:Jupyter Notebook 31