jokofa

Pinned Repositories

JAMPR
Learning to Solve Vehicle Routing Problems with Time Windows through Joint Attention
Language:Python23 3 04
JAMPR_plus
Large Neighborhood Search based on Neural Construction Heuristics
Language:Python31 1 26
NCC
Neural Capacitated Clustering
Language:Jupyter Notebook0 2 10
NeuroLS
Code repository for the corresponding paper "Learning to Control Local Search for Combinatorial Optimization"
Language:C++16 1 14
NRR
This is the repository accompanying our paper "Too Big, so Fail? -- Enabling Neural Construction Methods to Solve Large-Scale Routing Problems".
Language:Jupyter Notebook4 1 10
torch_kmeans
PyTorch implementations of KMeans, Soft-KMeans and Constrained-KMeans which can be run on GPU and work on (mini-)batches of data.
Language:Python50 3 95

jokofa's Repositories

jokofa/torch_kmeans
PyTorch implementations of KMeans, Soft-KMeans and Constrained-KMeans which can be run on GPU and work on (mini-)batches of data.
Language:Python50 3 95
jokofa/JAMPR_plus
Large Neighborhood Search based on Neural Construction Heuristics
Language:Python31 1 26
jokofa/JAMPR
Learning to Solve Vehicle Routing Problems with Time Windows through Joint Attention
Language:Python23 3 04
jokofa/NeuroLS
Code repository for the corresponding paper "Learning to Control Local Search for Combinatorial Optimization"
Language:C++16 1 14
jokofa/NRR
This is the repository accompanying our paper "Too Big, so Fail? -- Enabling Neural Construction Methods to Solve Large-Scale Routing Problems".
Language:Jupyter Notebook4 1 10
jokofa/NCC
Neural Capacitated Clustering
Language:Jupyter Notebook0 2 10