may5hap's repositories
GNN-based-routing
This repo is about the GNN-based routing.We first give an example of GNN and then apply GNN to routing.
awesome-graph-classification
A collection of important graph embedding, classification and representation learning papers with implementations.
Deep-reinforcement-learning-with-pytorch
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
GraphNeuralNetwork
《深入浅出图神经网络：GNN原理解析》配套代码
k_shortest_paths
Networkx implementation of Yen's k shortest paths algorithm.
mpnn
Open source implementation of "Neural Message Passing for Quantum Chemistry"
nmp_qc
Neural Message Passing for Computer Vision
ns2.35
ns2 for research
ns3-gym
ns3-gym - The Playground for Reinforcement Learning in Networking Research
planetoid
Semi-supervised learning with graph embeddings
pytorch_geometric
Geometric Deep Learning Extension Library for PyTorch
react-native-system-setting
A library to access system setting, and change it easily. eg: volume, brightness, wifi
Reinforcement-learning-with-tensorflow
Simple Reinforcement learning tutorials
Reinforcement_learning_tutorial_with_demo
Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..
simple-pytorch-rl
Reinforcement Learning Methods with PyTorch
tensorflow
An Open Source Machine Learning Framework for Everyone
the-one
The Opportunistic Network Environment simulator
TopologyGenerator
A generator for constructing dynamic network topology. This generator can support routing or transport research on network topology with high mobility, such as satellite networks.
web-crawler-drl-gnn
Web crawler on wikipedia dump using PPO and graph neural networks
WebServer
A C++ High Performance Web Server