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Raphael Mourad's Projects

basenji icon basenji

Sequential regulatory activity predictions with deep convolutional neural networks.

bpnet icon bpnet

Toolkit to train base-resolution deep neural networks on functional genomics data and to interpret them

deepg4 icon deepg4

DeepG4: A deep learning approach to predict active G-quadruplexes

deepg4toolscomparison icon deepg4toolscomparison

DeepG4ToolsComparison: A snakemake pipeline to run and evaluate G4’s DNA prediction tools

deepgnn icon deepgnn

Semi-supervised deep learning with graph neural network for cross-species regulatory sequence prediction

deepmind-research icon deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

hicblock icon hicblock

TAD-free analysis of architectural proteins and insulators

hicfeat icon hicfeat

Computational Identification of Genomic Features that Influence 3D Chromatin Domain Formation

hicglmi icon hicglmi

Uncovering direct and indirect molecular determinants of chromatin loops using a computational integrative approach

kmer icon kmer

A Python code for generating k-mer features for a set of DNA/ genomic sequences.

preddsb icon preddsb

Predicting double-strand DNA breaks using epigenome marks or DNA at kilobase resolution

sonnet icon sonnet

TensorFlow-based neural network library

spektral icon spektral

Graph Neural Networks with Keras and Tensorflow 2.

tadreg icon tadreg

TADreg : A versatile regression framework for TAD identification, differential analysis and prediction

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