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47 search results found

Deepchecks ⭐ 3,206

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.

Cerberus ⭐ 3,046

Lightweight, extensible data validation library for Python

Pandera ⭐ 2,807

A light-weight, flexible, and expressive statistical data testing library

Soda Core ⭐ 1,644

⚡ Data quality testing for the modern data stack (SQL, Spark, and Pandas) https://www.soda.io

Data Validation ⭐ 739

Library for exploring and validating machine learning data

Cleanvision ⭐ 739

Automatically find issues in image datasets and practice data-centric computer vision.

Enforce ⭐ 529

Python 3.5+ runtime type checking for integration testing and data validation

Objectiv Analytics ⭐ 408

Powerful product analytics for data teams, with full control over data & models.

Encord Active ⭐ 385

The toolkit to test, validate, and evaluate your models and surface, curate, and prioritize the most valuable data for labeling.

Validus ⭐ 258

A dead simple Python string validation library.

Data Cleaning 101 ⭐ 214

Data Cleaning Libraries with Python

A simple, fast, extensible python library for data validation.

Eurybia ⭐ 191

⚓ Eurybia monitors model drift over time and securizes model deployment with data validation

Typical ⭐ 175

Typical: Fast, simple, & correct data-validation using Python 3 typing.

Ormantic ⭐ 136

Async ORM + Pydantic = Ormantic ❤️

Datachecks ⭐ 117

Open Source Data Quality Monitoring.

Medtagger ⭐ 82

A collaborative framework for annotating medical datasets using crowdsourcing.

Goodtables.io ⭐ 68

Data validation as a service. Project retired, got to the current one at frictionsless/repository

Pyschema ⭐ 56

Python library for class-based schema definition, object serialization and data validation

Intro to web2py

Gere e valide dados randômicos com fordev 🎲

Iati.cloud ⭐ 32

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.

Check Engine ⭐ 30

Data validation library for PySpark 3.0.0

Checkdigit ⭐ 27

🔒 An easy-to-use check digit library for data validation

Validada ⭐ 27

Another library for defensive data analysis.

Ckanext Validation ⭐ 25

CKAN extension for validating Data Packages using Table Schema.

Application server and pipeline processing framework

Data validator for the zen of python

YAML config loader with environment variables interpolation for Python and command line

Flask Vs Fastapi ⭐ 19

An exploration comparing Flask with FastAPI.

ReVAL: Reusable Validation Library - A Django App for validating data via API and web interface

The official http://raymon.ai data profiling and logging library.

Cleanlab Studio ⭐ 16

Client interface for all things Cleanlab Studio

Data_validation ⭐ 15

Tutorial for implementing data validation in data science pipelines

Rule based data validation library for python 3.

Beancount Plugins Zack ⭐ 13

Zack's plugins for the Beancount accounting tool

Osm Detective ⭐ 11

A simple project to monitor OSM changesets and find the suspicious ones

Spotlight ⭐ 10

Data validation for Python, inspired by the Laravel framework.

Python YAML serializing library

Laravel Validation ⭐ 8

A PHP Laravel like validation for python language

Data parsing and validation done right

Python package to validate data against whip specifications

Pyproteome ⭐ 8

Python library for analyzing mass spectrometry proteomics data.

A data-validation and standardization library wrapping Python dictionaries.

Soda Github Action ⭐ 7

⚡ Prevent downstream data quality issues by integrating the Soda Library into your CI/CD pipeline.

Massdigi Tools ⭐ 6

Scripts that support Mass Digitization projects by the Digitization Program Office, OCIO

Goodtables Py ⭐ 5

Goodtables is a framework to validate tabular data [MAINTENANCE MODE]

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