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carebon's Projects

algorithm icon algorithm

This program is the source code in our paper, KMVO Algorithm to Construct DNA Storage Codes

bdrl icon bdrl

The source code of the paper "BDRL: Combining Bert and Deep Reinforcement Learning to learn the Combinatorial Optimization Algorithms over Graphs"

decagon icon decagon

Graph convolutional neural network for multirelational link prediction

deepconsensus icon deepconsensus

DeepConsensus uses gap-aware sequence transformers to correct errors in Pacific Biosciences (PacBio) Circular Consensus Sequencing (CCS) data.

dna-hyb-deep-learning icon dna-hyb-deep-learning

Code accompanying the "Efficient approximation of DNA hybridisation using deep learning" paper

dna-nn icon dna-nn

Model and predict short DNA sequence features with neural networks

dna_data_storage icon dna_data_storage

This repo includes our work on transforming Text data to DNA nucleotide data.

dna_rs_coding icon dna_rs_coding

Error correction scheme for storing information on DNA using Reed Solomon codes

doris icon doris

Code associated with DORIS: Dynamic DNA-based information storage. https://doi.org/10.1101/836429

gatgnn icon gatgnn

Pytorch Repository for our work: Graph convolutional neural networks with global attention for improved materials property prediction

gnn_protein-x2-complexes icon gnn_protein-x2-complexes

Graph Neural Network (Convolution , Node Attention , Node+Edge Attention) to assess quality of protein-protein complexes.

graph-convnet-tsp icon graph-convnet-tsp

Code for the paper 'An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem' (INFORMS Annual Meeting Session 2019)

hedges icon hedges

HEDGES Error Correcting Code for DNA

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