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Showing content from https://github.com/Genentech/regLM below:

Genentech/regLM: Toolkit for training hyenaDNA-based autoregressive language models on DNA sequences.

regLM

regLM is a toolkit for training hyenaDNA-based autoregressive language models on DNA sequences and generating novel regulatory elements.

Documentation

Documentation

Tutorials

Tutorials

Installation 1. Install HyenaDNA

To use regLM, first install HyenaDNA from GitHub following the instructions: https://github.com/HazyResearch/hyena-dna

2. Install regLM
git clone https://github.com/Genentech/regLM.git
cd regLM
pip install .
Publication

https://genome.cshlp.org/content/early/2024/09/24/gr.279142.124.abstract

Lal, A., Garfield, D., Biancalani, T., & Eraslan, G. (2024). Designing realistic regulatory DNA with autoregressive language models. Genome Research.


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