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aidrin

PyPI

A tool to evaluate the readiness of data for AI

Versions collected1

Direct dependencies40From release 2026.9.1

Last observed21 Oct, 10:34 UTC

README

Version 2026.9.1 documentation

AIDRIN – AI Data Readiness Infrastructure

AIDRIN (AI Data Readiness Infrastructure) is a lightweight, open-source tool designed to evaluate the readiness of datasets for AI and machine learning workflows. It assesses dataset quality, completeness, and structure through quantitative metrics, across six dimensions of data readiness.

There are four ways to use it:

Web interface: an interactive dashboard, hosted at aidrin.org or self-hosted.
Command line: aidrin data-quality data.csv and friends, for pipelines and CI. Includes an agentic evaluation component for domain-aware question answering and remediation.
Python library: pip install aidrin, for notebooks and scripts.
Claude Code: an MCP server (aidrin-mcp) and skill, to assess datasets in plain language.

For installation, usage, and contribution guidelines, please refer to the AIDRIN documentation.

Please read our Code of Conduct before contributing.

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Versions 1

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Version	Published	Direct dependencies	Open version
2026.9.1	23 Sept 2026	40

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idtlab/aidrin

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package:c19cd1e7bf10395d01f5ee51be838dac97978c40ea57422d36f40b374463a68c

Package details

Ecosystem: PyPI
Registry license: AIDRIN COPYRIGHT Copyright (c) 2025, The Ohio State University. All rights reserved. The AIDRIN software package is developed by the team members of The Ohio State University's Innovative Data Technologies (IDT) Laboratory, headed by Professor Suren Byna. Contact: Prof. Suren Byna Dept. of Computer Science and Engineering The Ohio State University 2015 Neil Avenue Columbus, OH - 43210-1277 E-mail:byna.1@osu.edu ----------------------------------------------------------------------------- Portions of AIDRIN were developed with support from the Argonne National Laboratory (ANL) and the United States Department of Energy under Prime Contract No. DE-AC02-05CH11357. ----------------------------------------------------------------------------- ----------------------------------------------------------------------------- Portions of AIDRIN were developed with support from the Lawrence Berkeley National Laboratory (LBNL) and the United States Department of Energy under Prime Contract No. DE-AC02-05CH11231. ----------------------------------------------------------------------------- This program is available under BSD licensing. Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: (1) Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. (2) Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution. (3) Neither the name of The Ohio State University nor the names of their contributors may be used to endorse or promote products derived from this software without specific prior written permission. THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
Collected versions: 1
Source: PyPI

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pkg:pypi/aidrin

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Source modified: Unknown
First observed: 21 Oct 2026
Last observed: 21 Oct, 10:34 UTC

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