Darius Schaub's repositories
GNNome-assembly_v2
Learning to untangle genome assembly with graph neural networks.
pyconcorde
Python wrapper around the Concorde TSP solver
FINDER-TSP
Implementation of DRL TSP solver based on FINDER framework/code
learning-tsp
Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)
OmiEmbed
Multi-task deep learning framework for multi-omics data analysis
POMO
codes for paper "POMO: Policy Optimization with Multiple Optima for Reinforcement Learning"
graph_comb_opt
Implementation of "Learning Combinatorial Optimization Algorithms over Graphs"
DIMACS-instance-generator
Code from the 8th DIMACS Implementation Challenge: The Traveling Salesman Problem
FINDER
FINDER - FInding key players in complex Networks through DEep Reinforcement learning (Nature Machine Intelligence)
graphnn
Training computational graph on top of structured data (string, graph, etc)
Data-Analysis
Solving inverse problems via approximate inverse
Basic-ML-algorithms
Implementation of some basic machine learning algortihms