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Toolkit for model analysis and explanation. Data preprocessing utils and pipeline to contribute to Open-Genome Database.

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Open-Genome

Welcome to Open-Genome Toolkit (OGT). Toolkit and data preparation pipeline for the Open-Genome Project.

Open-Genome Project (OGP) is an open-source genome database for all types of AI models, using XAI techniques. We aim to map out areas of interest in various AI models that contribute to the skill & behaviour of AI models. Help researchers, ML engineers & decision makers, better understand & regulate AI development towards a safer, more useful, humanity aligned future.

Read the docs here https://opengenome.readthedocs.io/en/latest/

Visit our website here https://open-genome-project.org

Installation

$ pip install opengenome

Usage

Test opengenome by trying the welcome function:

import opengenome as og

og.about()

or

$ opengenome-hello

Contributing

Interested in contributing? Check out the contributing guidelines. Please note that this project is released with a Code of Conduct. By contributing to this project, you agree to abide by its terms.

License

opengenome was created by Open-Genome Project Group:

It is licensed under the terms of the GNU General Public License v3.0 license.

Contibutors

In alphabetical order:

  • Anson Cheng Jian Shiun

  • Lim Jia Chyuen

  • Lu Hou Yang

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Toolkit for model analysis and explanation. Data preprocessing utils and pipeline to contribute to Open-Genome Database.

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