pyaging

pyaging is a Python package for biological age prediction. It implements 240 clocks and biomarkers spanning DNA methylation, histone marks, chromatin accessibility, transcriptomics (absolute and cohort-relative), proteomics, and blood chemistry, all through the same PyTorch-based interface.

pip install pyaging

240 clocks · 6 data types · PyTorch · MIT · Bioinformatics (2024)

Get started

Predict age from Illumina array data in a few lines.

DNA methylation
Clock Catalogue

Every clock, with metadata, references, and usage.

Clock Catalogue
Tutorials

One walkthrough per data type.

Tutorials
GitHub

Source, issues, and contributions.

https://github.com/lucascamillomd/pyaging
pyaging graphical abstract