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Bingyu Zhu's repositories

ALGE

Repository of the paper "Precise influence evaluation in complex networks" by B. Zhu, D. Li and Q. Sun

Language:PythonGPL-3.01 10

graph2vec_tf

This repository contains the "tensorflow" implementation of our paper "graph2vec: Learning distributed representations of graphs".

Language:Python100

cs224w-2021-winter-colab

cs224w（图机器学习）2021冬季课程的colab

Language:Jupyter Notebook000

DeepReinforcementLearning_Pytorch

Pytorch realization of multiple Deep Reinforcement Learning alogrithms(DQN,DDPG,TD3,PPO,A3C...) with openai gym

Language:Python000

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

Language:PythonApache-2.0000

This project is a reimplementation of the models introduced in the following papers: "Multiobjective de novo drug design with recurrent neural networks and nondominated sorting", "REINVENT 2.0: An AI Tool for De Novo Drug Design", "Hierarchical generation of molecular graphs using structural motifs", "Mol-CycleGAN: a generative model for molecular optimization", "Multi-objective de novo drug design with conditional graph generative model" and "Graph convolutional policy network for goal-directed molecular graph generation".

Language:Jupyter Notebook000

GDM

Repository of the paper "Machine learning dismantling and early-warning signals of disintegration in complex systems" by M. Grassia, M. De Domenico and G. Mangioni

Language:PythonGPL-3.0000