Bioage tools
A bunch of handy tools for biological age analysis:
- bias regression correction;
- age acceleration based on bioage model;
- SHAP analysis of accelerations;
- smart regression loss function for bioage model learning [TODO].
Install
pip install .
How to use
See examples/acc_explainer.ipynb.
Authors
© 2024 Lobachevsky University
- Mikhail Krivonosov - Implementation - mike_live
- Tatiana Khabarova - Implementation - enot9910
- Igor Yusipov - Project vision
- Mikhail Ivanchenko - Project vision
License
This project is licensed under the MIT License - see the LICENSE.md file for details.
Acknowledgments
- We acknowledge the Lobachevsky State University.
1 maintainer
Release files for bioage-tools 0.4.0
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