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awesome-graph-classification

A collection of important graph embedding, classification and representation learning papers with implementations.

cpp-learning

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.

gnn-based-routing

This repo is about the GNN-based routing.We first give an example of GNN and then apply GNN to routing.

gnn-routing

graphneuralnetwork

《深入浅出图神经网络：GNN原理解析》配套代码

gym-sat

k_shortest_paths

Networkx implementation of Yen's k shortest paths algorithm.

mimo-ann

My implementation of paper: R. Wang, Y. Jiang and W. Zhang, "Distributed Learning for MIMO Relay Networks," in IEEE Journal of Selected Topics in Signal Processing, vol. 16, no. 3, pp. 343-357, April 2022, doi: 10.1109/JSTSP.2022.3140953.

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..

satsim

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