Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
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: 01 Jul 2024
https://github.com/lucono/xtypejs
Elegant, highly efficient data validation for JavaScript.
data-types data-validation javascript
Last synced: 27 Jun 2024
https://github.com/bids-standard/bids-validator
Validator for the Brain Imaging Data Structure
bids data-validation neuroimaging
Last synced: 20 Jun 2024
https://bids-standard.github.io/bids-validator/
Validator for the Brain Imaging Data Structure
bids data-validation neuroimaging
Last synced: 20 Jun 2024
https://github.com/target/data-validator
A tool to validate data, built around Apache Spark.
data-science data-validation hacktoberfest
Last synced: 07 Jun 2024
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: 03 Jun 2024
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: 02 Jun 2024
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: 02 Jun 2024
https://github.com/fiverr/passable
Declarative data validations.
data-validation isomorphic isomorphic-validations validations
Last synced: 02 Jun 2024
https://github.com/daveoncode/pyvaru
Rule based data validation library for python 3.
data data-validation form-validation model validation validator
Last synced: 20 May 2024
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: 13 May 2024
https://github.com/phink/changeset
(unreleased) Data validation with first-class and first-order labels in OCaml
Last synced: 11 May 2024
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: 10 May 2024
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: 28 Apr 2024
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: 28 Apr 2024
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: 28 Apr 2024
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-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
Last synced: 28 Apr 2024
https://github.com/pyeve/cerberus
Lightweight, extensible data validation library for Python
Last synced: 28 Apr 2024
https://github.com/shopnilsazal/validus
A dead simple Python string validation library.
data-validation package python3
Last synced: 27 Apr 2024
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: 26 Apr 2024
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: 26 Apr 2024
https://github.com/KoenvdBerg/csv-validator
Validates tabular CSV data using predefined validations, inspired from its Python homologue "Great Expectations".
common-lisp csv data-validation great-expectations speed
Last synced: 22 Apr 2024
https://github.com/open-metadata/OpenMetadata
Open Standard for Metadata. A Single place to Discover, Collaborate and Get your data right.
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 datacatalog datadiscovery dataengineering dataquality dbt metadata metadata-management snowflake
Last synced: 22 Apr 2024
https://github.com/kjam/data-cleaning-101
Data Cleaning Libraries with Python
data-validation data-wrangling python teaching
Last synced: 19 Apr 2024
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: 15 Apr 2024
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: 11 Apr 2024
https://github.com/tminglei/form-binder
A micro data binding and validating framework, very easy to use and hack
Last synced: 28 Mar 2024
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: 26 Mar 2024
https://github.com/biscolab/laravel-recaptcha
Google ReCaptcha package for Laravel
checkbox data-validation form-validation google-recaptcha google-recaptcha-v2 google-recaptcha-v3 laravel laravel-recaptcha laravel10 laravel5 laravel6 laravel7 laravel8 laravel9 php php8 recaptcha recaptcha-api recaptcha-validation
Last synced: 24 Mar 2024
https://github.com/implerhq/impler.io
100% open source data import infrastructure with readymade CSV & Excel import widget 🚀
csv-import data-import data-mapping data-review data-validation excel-import lerna mongodb nestjs nextjs nx pnpm-monorepo typescript
Last synced: 24 Mar 2024
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: 23 Mar 2024
