深度之眼GNN图神经网络核心培养计划 – 百度网盘 – 下载

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深度之眼图神经网络核心培养计划

GNN核心培养计划开营仪式-问答环节
GNN核心培养计划开营仪式-课程解析
Week 1-01-图神经网络理论知识梳理及拓展.mp4
Week 1-02-论文课程重点内容介绍.mp4
Week 1-03-消息传递框架.mp4
Week 1-04-GN框架主要部分.mp4
Week 2-01-DGL介绍.mp4
Week 2-02-GCN节点分类.mp4
Week 2-03-图的基本操作.mp4
Week 3 01-DGL使用nx可视化
Week3-02-HAN算法详解
Week 3 项目应用二：异质图应用
week4-01-GCN文本分类应用及RGCN模型讲解.mp4
week4-02-RGCN代码.mp4
week4-直播回放.mp4
week5-01-标签传播和社群检测.mp4
week5-02-标签传播及其实现.mp4
week6-01-VGAE模型及代码.mp4
week6-04-GIN代码实现.mp4
week7-01-message讲解GCN举例
week7-02-TreeLSTM代码讲解1
week7-03-TreeLSTM代码讲解2
week7-直播-TreeLSTM.mp4
week8-01-Transformer用图传递理解
week8-02-Transformer代码难点详解
week8-直播-Transformer.mp4
Week 9-直播-以图的视角看经典模型：Capsule、Transformer
week10-01-LightGCN研究背景
week10-02-LightGCN模型讲解
Week 10-直播-SGCN
Week 11-直播-图上的采样：Sampling
Week 12-直播应用四：DGL-KE、DGL-LifeSci、DGL-RecSys简介
Week 13-直播-论文写作讲解
week14-直播-论文写作讲解2
论文讲解