Data Standards Python Packages

bidsschematools

Brain Imaging Data Structure (BIDS) Specification

bids-validator

Validator for the Brain Imaging Data Structure

bids-validator-deno

Validator for the Brain Imaging Data Structure

bidscoin

BIDScoin converts your source-level neuroimaging data to BIDS

convert-source

Convert source DICOM, PAR REC or NIFTI image data to BIDS directory layout

datamesh

A collection of tools for Data Mesh architectural approach. Data Contract validation against Open Data Contract Standards.

dsqus

The Dataset Quality Scoring Engine (DQS) evaluates the quality of any dataset using automated, model-agnostic metrics. The system processes user-uploaded datasets, computes embeddings, analyzes statistical and semantic properties, and outputs a standardized quality score

hdmf-ai

A schema and API for storing the results from AI/ML workflows

hdmf-ml

A schema and API for storing the results from AI/ML workflows