Community ports Illumina's PromoterAI genomics model to PyTorch with new optimizations

jmschreiber91 · x · 2026-11-12

A developer has ported Illumina's PromoterAI v1 — a deep learning model predicting the regulatory impact of promoter DNA variants on gene expression — from TensorFlow/Keras to PyTorch, releasing it as promoterai-torch on GitHub under MIT license with two major new optimizations. The project includes examples, tests and a companion blog post, and is an unofficial community effort; the original codebase uses a restrictive PolyForm Strict license.

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