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yilanbai/oligoformer

By yilanbai

•Updated almost 2 years ago

An accurate and robust prediction method for siRNA design.

Image
Machine learning & AI
1

1.4K

yilanbai/oligoformer repository overview

⁠User-friendly Docker image

Docker

The Docker image simplifies the installation and setup process, making it easy for users to get started with OligoFormer without worrying about dependencies and environment configuration.

⁠Prerequisites

⁠Installation

  1. Pull the Docker Image:

    docker pull yilanbai/oligoformer:v1.0
    
  2. Run the Docker Container:

    docker run -it --name oligoformer-container -dt --restart unless-stopped yilanbai/oligoformer:v1.0 && docker exec -it oligoformer-container bash
    
  3. Access the OligoFormer Tool:

    Once inside the container, you can start using OligoFormer with the following command:

    oligoformer -h # help
    oligoformer # infer
    oligoformer -i 1 -i1 example.fa -i2 example_siRNA.fa # infer only interested siRNA(faster)
    oligoformer -off # infer with off-target prediction
    oligoformer -tox # infer with toxicity prediction
    oligoformer -off -tox # infer with off-target and toxicity prediction
    oligoformer -m 2 # mismatch input 19nt siRNA
    oligoformer -i 0 -t # test inter-dataset
    oligoformer -i 0 -s -t # test intra-dataset
    # We recommand you to run the following two commands on the patform with GPUs.
    oligoformer -i 0 # train inter-dataset
    oligoformer -i 0 -s # train intra-dataset
    

Tag summary

Content type

Image

Digest

sha256:4210c61f2…

Size

4.6 GB

Last updated

almost 2 years ago

docker pull yilanbai/oligoformer:v1.0