【尊享】ZX081 – 图神经网络核心培养计划 [36G]

【尊享】ZX081 – 图神经网络核心培养计划 [36G]

┣━━01.视频 [35.9G]
┃ ┣━━week1 [908.1M]
┃ ┃ ┣━━Week 1-01-图神经网络理论知识梳理及拓展.vep [132.1M]
┃ ┃ ┣━━Week 1-02-论文课程重点内容介绍.vep [108.8M]
┃ ┃ ┣━━Week 1-03-消息传递框架.vep [90.6M]
┃ ┃ ┗━━Week 1-04-GN框架主要部分.vep [576.6M]
┃ ┣━━week2 [1.7G]
┃ ┃ ┣━━Week 2-01-DGL介绍.vep [118.3M]
┃ ┃ ┣━━Week 2-02-GCN节点分类.vep [373.6M]
┃ ┃ ┣━━Week 2-03-图的基本操作.vep [193.4M]
┃ ┃ ┗━━Week 2-直播课程-消息传递框架.vep [1.1G]
┃ ┣━━week3 [2.9G]
┃ ┃ ┣━━Week 3 01-DGL使用nx可视化.vep [348.8M]
┃ ┃ ┣━━Week 3 02-HAN算法详解.vep [932M]
┃ ┃ ┗━━Week 3 项目应用二：异质图应用.vep [1.6G]
┃ ┣━━week4 [2.9G]
┃ ┃ ┣━━week4-01-GCN文本分类应用及RGCN模型讲解.vep.vep [814.2M]
┃ ┃ ┣━━week4-02-RGCN代码.vep.vep [466.1M]
┃ ┃ ┗━━week4-直播回放.vep.vep [1.7G]
┃ ┣━━week5 [4.2G]
┃ ┃ ┣━━01-week5-01-标签传播和社群检测.vep.vep [646M]
┃ ┃ ┣━━02-week5-02-标签传播及其实现.vep.vep [594.7M]
┃ ┃ ┗━━03-Week 5 Label propagation标签传播模型解析.vep [3G]
┃ ┣━━week6 [2.8G]
┃ ┃ ┣━━01-week6-01-VGAE模型及代码.vep.vep [741M]
┃ ┃ ┣━━02-week6-02-GIN代码实现.vep.vep [400.4M]
┃ ┃ ┗━━03-Week 6 VGAE变分图自编码器.vep [1.7G]
┃ ┣━━week7 [2.4G]
┃ ┃ ┣━━week7-01-message讲解GCN举例.vep [247M]
┃ ┃ ┣━━week7-02-TreeLSTM代码讲解1.vep [500.3M]
┃ ┃ ┣━━week7-03-TreeLSTM代码讲解2.vep [231.6M]
┃ ┃ ┗━━week7-直播-TreeLSTM.vep.vep [1.4G]
┃ ┣━━week8 [2.1G]
┃ ┃ ┣━━week8-01-Transformer用图传递理解.vep [493.9M]
┃ ┃ ┣━━week8-02-Transformer代码难点详解.vep [715.3M]
┃ ┃ ┗━━week8-直播-Transformer.vep.vep [927.3M]
┃ ┣━━week9 [4.4G]
┃ ┃ ┣━━week9-01-KGAT推荐系统引入知识图谱.vep [1.1G]
┃ ┃ ┣━━week9-02-KGAT算法讲解.vep [1006.1M]
┃ ┃ ┣━━week9-03-KTUP&DSSM算法简介.vep [529.2M]
┃ ┃ ┗━━Week9-直播-以图的视角看经典模型：Capsule、Transformer.vep [1.8G]
┃ ┣━━week10 [3.5G]
┃ ┃ ┣━━week10-01-LightGCN研究背景.vep [851.1M]
┃ ┃ ┣━━week10-02-LightGCN模型讲解.vep [829.6M]
┃ ┃ ┗━━Week10-直播-SGCN.vep [1.8G]
┃ ┣━━week11 [2.2G]
┃ ┃ ┗━━Week 11-直播-图上的采样：Sampling.vep [2.2G]
┃ ┣━━week12 [2.3G]
┃ ┃ ┗━━Week 12-直播应用四：DGL-KE、DGL-LifeSci、DGL-RecSys简介.vep [2.3G]
┃ ┣━━week13-week15论文写作讲解 [3.5G]
┃ ┃ ┣━━Week 13-直播-论文写作讲解.vep [1.3G]
┃ ┃ ┣━━week14-直播-论文写作讲解2.vep [1.7G]
┃ ┃ ┗━━week15-直播-论文讲解3.vep [507.2M]
┃ ┣━━GNN核心培养计划开营仪式-课程解析.vep [98.9M]
┃ ┗━━GNN核心培养计划开营仪式-问答环节.vep [55.2M]
┗━━00.资料.zip [68.2M]

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