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Predicting genome similarity with HyenaDNA

HyenaDNA

HyenaDNA_pipeline

Important links:

Credit: The code of the backbone model comes from HyenaDNA.

Dependencies

The repository is built using Pytorch Lightning and some other common libraries.

  • clone repo, cd into it

  • create a conda environment, with Python 3.8+

conda create -n hyena-dna python=3.8
  • The repo is developed with Pytorch 1.13, using cuda 11.7
conda install pytorch==1.13.0 torchvision==0.14.0 torchaudio==0.13.0 pytorch-cuda=11.7 -c pytorch -c nvidia
  • install requirements:
pip install -r requirements.txt

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