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21 repositories

graphlaxy
Public
gnn randomgraph
gnn randomgraph
Python
•
Apache License 2.0
•1•8•1•0•Updated Jun 6, 2026Jun 6, 2026
RouteNet-Gauss
Public
Python
•
Apache License 2.0
•2•5•2•0•Updated Mar 12, 2026Mar 12, 2026
RouteNet-Fermi
Public
Python
•
Apache License 2.0
•14•41•3•0•Updated Nov 12, 2025Nov 12, 2025
NetworkModelingDatasets
Public
This repository contains datasets for network modeling simulated with OMNet++
machine-learning network-modeling
machine-learning network-modeling
20•109•3•0•Updated Oct 20, 2025Oct 20, 2025
RouteNet_Fermi_Transfer_Learning
Public
Python
•
Apache License 2.0
•1•3•0•0•Updated Sep 27, 2025Sep 27, 2025
GNNetworkingChallenge
Public
RouteNet baseline for the Graph Neural Networking Challenge (https://bnn.upc.edu/challenge/)
machine-learning networking ml
machine-learning networking ml communication-networks computer-networks graph-neural-networks gnn
Apache License 2.0
•46•88•0•0•Updated Feb 4, 2025Feb 4, 2025
Wavelet_RouteNet_Fermi
Public
Jupyter Notebook
•
Apache License 2.0
•0•1•0•0•Updated Dec 10, 2024Dec 10, 2024
MARL-GNN-TE
Public
Python
•
MIT License
•8•17•1•0•Updated Oct 8, 2024Oct 8, 2024
MAGNNETO-TE
Public
Python
•
MIT License
•3•15•1•0•Updated Oct 8, 2024Oct 8, 2024
datanetAPI
Public
Python
•
Apache License 2.0
•12•31•3•0•Updated Mar 6, 2024Mar 6, 2024
BNNetSimulator
Public
BNNetSimulator is a packet-level network simulator to generate datasets for research and analysis.
Jupyter Notebook
•3•19•2•0•Updated Feb 8, 2024Feb 8, 2024
Atom_Neural_Traffic_Compression
Public
This repository contains de code and instructions to train the models and prepare the datasets for the experiments in the paper "Atom: Neural Traffic Compressio…
compression-algorithm spatio-temporal-data spatio-temporal-prediction
compression-algorithm spatio-temporal-data spatio-temporal-prediction graph-neural-networks spatio-temporal-graph traffic-compression
Python
•
Apache License 2.0
•1•6•0•0•Updated Jan 16, 2024Jan 16, 2024
ignnition
Public
Framework for fast prototyping of Graph Neural Networks
Python
•
Apache License 2.0
•16•57•10•1•Updated Oct 24, 2023Oct 24, 2023
TwinNet
Public
Python
•
Apache License 2.0
•2•11•0•0•Updated Sep 9, 2023Sep 9, 2023
ENERO
Public
Code used in the paper "ENERO: Efficient real-time WAN routing optimization with Deep Reinforcement Learning". In this paper, the DRL agent is implemented with …
machine-learning reinforcement-learning deep-learning
machine-learning reinforcement-learning deep-learning network-embedding graph-neural-networks
Python
•
Apache License 2.0
•5•34•2•0•Updated Feb 6, 2023Feb 6, 2023
GNNPapersCommNets
Public
9•49•0•0•Updated Aug 7, 2022Aug 7, 2022
RouteNet-Erlang
Public
Python
•
Apache License 2.0
•10•26•1•0•Updated Jun 7, 2022Jun 7, 2022
DRL-ES-OTN
Public
Python
•
Apache License 2.0
•6•20•0•0•Updated Feb 18, 2022Feb 18, 2022
GNN-NIDS
Public
Python
•12•54•2•0•Updated Nov 11, 2021Nov 11, 2021
GNNPapersPowerNets
Public
6•28•0•0•Updated Nov 4, 2021Nov 4, 2021
Papers
Public
A list of our publications.
6•55•1•0•Updated Sep 13, 2019Sep 13, 2019

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Barcelona Neural Networking Center

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21 repositories

graphlaxy

RouteNet-Gauss

RouteNet-Fermi

NetworkModelingDatasets

RouteNet_Fermi_Transfer_Learning

GNNetworkingChallenge

Wavelet_RouteNet_Fermi

MARL-GNN-TE

MAGNNETO-TE

datanetAPI

BNNetSimulator

Atom_Neural_Traffic_Compression

ignnition

TwinNet

ENERO

GNNPapersCommNets

RouteNet-Erlang

DRL-ES-OTN

GNN-NIDS

GNNPapersPowerNets

Papers

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21 repositories