This repository contains a PyTorch implementation of a DeepBind model that came out in 2015. I implemented the model described in the paper "Predicting the sequence specificities of DNA and RNA-binding proteins by deep learning" with the use of Pytorch. The detailed explanation of the architecture can be found in the supplementary notes of the paper.
The architecture of the model and the calibration phase steps are explained in this figure from the paper:
