liuyuan-cisd / DeepCAPE

DeepCAPE

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DeepCAPE

DeepCAPE is a deep convolutional neural network to predict enhancers via the integration of DNA sequences and corresponding DNase-seq data.

Requirements

  • hickle
  • random
  • keras=1.2.0
  • numpy=1.14.0
  • tensorflow=0.11.0

Installation

Download DeepCAPE by

git clone https://github.com/ShengquanChen/DeepCAPE
 Arguments:  
  inputfile: preprocessed data (hkl format)  
  outputfile: trained model (h5 format)

Installation has been tested in a Linux/MacOS platform with Python2.7.

License

This project is licensed under the MIT License - see the LICENSE file for details

About

DeepCAPE

License:MIT License


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Language:Python 100.0%