41 Open Source Data Validation Software Projects
Free and open source data validation code projects including engines, APIs, generators, and tools.
Goodtables Py 484 ⭐
Data management framework for Python that provides functionality to describe, extract, validate, and transform tabular data
Iati.cloud 34 ⭐
The open-source IATI datastore for IATI data with RESTful web API providing XML, JSON, CSV output. It extracts and parses IATI XML files referenced in the IATI Registry and powered by Apache Solr.
Validation Components 26 ⭐
A collection of common validation predicates for ValidationToolkit framework
Valideto 17 ⭐
A simple PHP package for data validation with extensive preset rules and custom rules.
Convo 21 ⭐
R package based on "Column Names as Contracts" blog post (https://emilyriederer.netlify.app/post/column-name-contracts/)
Deepchecks 943 ⭐
Test Suites for Validating ML Models & Data. Deepchecks is a Python package for comprehensively validating your machine learning models and data with minimal effort.