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TISnet

Translation Initiation Site prediction using deep neural network

This model was designed by adapting the PrismNet model

Table of Contents

Getting started

Requirements

  • Python 3.6
  • PyTorch 1.1.0, with NVIDIA CUDA Support
  • pip

Installation

Install packages:

cd TISnet
pip install -r requirements.txt
pip install -e .

Usage

Training

For the TISnet model training, evaluation, and inference, Users can use the bash scripts in exp/tisnet/

Motif Construction

For the structure element identification, Users can use the scripts in structure_element_analysis

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