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SLPA社区发现算法

benchmarking-gnns

Repository for benchmarking graph neural networks

chimerge

对数据框中的某个变量进行有监督的分箱操作

clock

community

Train_community

community-1

开源论坛、问答系统，现有功能提问、回复、通知、最新、最热、消除零回复功能。功能持续更新中…… 技术栈 Spring、Spring Boot、MyBatis、MySQL/H2、Bootstrap

communitydetection

Implements of community detection algorithms

dualhgcn

[WWW'2021] Multiplex Bipartite Network Embedding using Dual Hypergraph Convolutional Networks

edge-adjacency-matrix-gcn-for-link-prediction

A novel link prediction method for graph

fine-tuning

Fine-tuning an already learned model, adapts the architecture to other datasets

g-meta

Graph meta learning via local subgraphs (NeurIPS 2020)

gcn

Implementation of Graph Convolutional Networks in TensorFlow

gcnii

PyTorch implementation of "Simple and Deep Graph Convolutional Networks"

gnn-algorithms

图神经网络相关算法详述及实现

gnn4cd

Supervised community detection with line graph neural networks

gnnpapers

Must-read papers on graph neural networks (GNN)

gpf

GPF（Graph Processing Flow）：利用图神经网络处理问题的一般化流程

graph-bert

Source code of the "Graph-Bert: Only Attention is Needed for Learning Graph Representations" paper

graph2vec

A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).

graph_nets

PyTorch Implementation and Explanation of Graph Representation Learning papers involving DeepWalk, GCN, GraphSAGE, ChebNet & GAT.

graphopt

Graph-Structured Optimization Algorithms

image-classifier-project-pytorch-deep-learning-ai

In this project, we'll train an image classifier to recognize different species of flowers. We can imagine using something like this in a phone app that tells us the name of the flower our camera is looking at. In practice we'd train this classifier, then export it for use in our application. We'll be using a dataset of 102 flower categories available on the website of Oxford University.

introrl

Intro to Reinforcement Learning (强化学习纲要）

javaegg

✍️ Java 工程师必备架构体系知识总结：涵盖分布式、微服务、RPC等互联网公司常用架构，以及数据存储、缓存、搜索等必备技能

javaguide

【Java学习+面试指南】 一份涵盖大部分Java程序员所需要掌握的核心知识。

karateclub

Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

link-prediction

Collection of various unsupervised and supervised link prediction approaches

link-prediction-1

链路预测学习代码整理

link-prediction-2

Representation learning for link prediction within social networks

literaturedl4graph

A comprehensive collection of recent papers on graph deep learning