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.
pointblank
Data quality assessment and metadata reporting for data frames and database tables
valaddin
Functional input validation to make R functions more readable and robust
https://github.com/sidkris/megaprofiler
A Python library for automatic data profiling and validation
cm4ai-schemas
Repository of Schemas used for data validation in the NIH CM4AI Project. To be used in conjunction with the fairscape-cli tool to validate tabular and image data formats
github-actions-for-research
Example GitHub actions applicable to a variety of researchers for a workshop
https://github.com/cdcgov/cancer-report-validator
The Cancer Report Validator (CRV) is an interactive tool for validating the content of electronic submissions of cancer-related medical information prior to a system's communication with a public health central cancer registry.
tutorials-early
Tutorials to learn reading, cleaning and validating case data, and converting line list data to incidence for visualizing epidemic curves.
https://github.com/bids-standard/legacy-validator
Validator for the Brain Imaging Data Structure