[ FreeCourseWeb.com ] Udemy - Graph Neural Network

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[ FreeCourseWeb.com ] Udemy - Graph Neural Network

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种子哈希：40351932cdc12a9ff55e0bac8af51492169d8552
文件大小： 1.94G
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收录时间：2022-02-05
最近下载：2024-11-09

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文件列表

  • ~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/3. Workshop - RandomWalk using karateclub library.mp4 255.6 MB
  • ~Get Your Files Here !/1. Graph Terminology & Representation/6. Workshop - Using Torch and Torch Geometric for defining a graph.mp4 229.4 MB
  • ~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/11. Workshop - SGC (Part B).mp4 189.8 MB
  • ~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/7. Workshop - Node2Vec Using Pytorch Geometric (Part B).mp4 175.8 MB
  • ~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/10. Workshop - SGC (Part A).mp4 158.2 MB
  • ~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/6. Workshop - Node2Vec Using Pytorch Geometric (Part A).mp4 149.5 MB
  • ~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/5. Workshop - Node2Vec Using Karateclub.mp4 142.7 MB
  • ~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/12. Graph Convolution Network (GCN).mp4 115.2 MB
  • ~Get Your Files Here !/2. From Convolutional Neural Network to Graph Neural Network/2. Graph Convolution (Signal Processing Point of View) Part A.mp4 95.1 MB
  • ~Get Your Files Here !/2. From Convolutional Neural Network to Graph Neural Network/3. Graph Convolution (Signal Processing Point of View) Part B.mp4 49.1 MB
  • ~Get Your Files Here !/4. Inductive and Transductive Graph Embedding/3. GraphSAGE.mp4 48.0 MB
  • ~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/13. Graph Attention Network.mp4 46.2 MB
  • ~Get Your Files Here !/2. From Convolutional Neural Network to Graph Neural Network/1. Review on Convolution Operation.mp4 45.4 MB
  • ~Get Your Files Here !/1. Graph Terminology & Representation/3. Graph Degree and Laplacian of Graph.mp4 44.9 MB
  • ~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/9. Simplifying Graph Convolution Network.mp4 43.2 MB
  • ~Get Your Files Here !/4. Inductive and Transductive Graph Embedding/1. Review on Popular GNN Embedding Methods.mp4 41.8 MB
  • ~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/2. DeepWalk Algorithm.mp4 39.3 MB
  • ~Get Your Files Here !/1. Graph Terminology & Representation/4. Definition of Learning in Graph Representation Learning.mp4 32.4 MB
  • ~Get Your Files Here !/1. Graph Terminology & Representation/2. Storing Graph Information.mp4 30.6 MB
  • ~Get Your Files Here !/2. From Convolutional Neural Network to Graph Neural Network/4. Message Passing Framework.mp4 30.3 MB
  • ~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/8. GNN Motivation.mp4 26.9 MB
  • ~Get Your Files Here !/1. Graph Terminology & Representation/1. Graph Definition.mp4 25.1 MB
  • ~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/1. Graph Embedding Problem Statement.mp4 24.6 MB
  • ~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/4. Node2Vec Algorithm.mp4 17.8 MB
  • ~Get Your Files Here !/4. Inductive and Transductive Graph Embedding/2. Transductive vs Inductive Embedding Methods.mp4 12.1 MB
  • ~Get Your Files Here !/1. Graph Terminology & Representation/5. Drawback in existing graph learning models.mp4 11.4 MB
  • ~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/13.2 GAT.pdf 1.6 MB
  • ~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/9.1 SGC.pdf 1.5 MB
  • ~Get Your Files Here !/4. Inductive and Transductive Graph Embedding/3.1 GraphSAGE.pdf 988.0 kB
  • ~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/12.2 SemiGCN.pdf 873.9 kB
  • ~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/2.1 DeppWalk.pdf 821.0 kB
  • ~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/4.1 n2vec.pdf 800.2 kB
  • ~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/3. Workshop - RandomWalk using karateclub library.srt 30.0 kB
  • ~Get Your Files Here !/1. Graph Terminology & Representation/6. Workshop - Using Torch and Torch Geometric for defining a graph.srt 26.9 kB
  • ~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/12. Graph Convolution Network (GCN).srt 24.5 kB
  • ~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/11. Workshop - SGC (Part B).srt 21.3 kB
  • ~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/10. Workshop - SGC (Part A).srt 21.1 kB
  • ~Get Your Files Here !/2. From Convolutional Neural Network to Graph Neural Network/2. Graph Convolution (Signal Processing Point of View) Part A.srt 20.4 kB
  • ~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/6. Workshop - Node2Vec Using Pytorch Geometric (Part A).srt 20.3 kB
  • ~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/7. Workshop - Node2Vec Using Pytorch Geometric (Part B).srt 18.9 kB
  • ~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/5. Workshop - Node2Vec Using Karateclub.srt 12.9 kB
  • ~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/9. Simplifying Graph Convolution Network.srt 11.6 kB
  • ~Get Your Files Here !/2. From Convolutional Neural Network to Graph Neural Network/3. Graph Convolution (Signal Processing Point of View) Part B.srt 11.3 kB
  • ~Get Your Files Here !/4. Inductive and Transductive Graph Embedding/3. GraphSAGE.srt 11.2 kB
  • ~Get Your Files Here !/4. Inductive and Transductive Graph Embedding/1. Review on Popular GNN Embedding Methods.srt 11.2 kB
  • ~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/2. DeepWalk Algorithm.srt 10.4 kB
  • ~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/13. Graph Attention Network.srt 9.7 kB
  • ~Get Your Files Here !/1. Graph Terminology & Representation/3. Graph Degree and Laplacian of Graph.srt 8.0 kB
  • ~Get Your Files Here !/2. From Convolutional Neural Network to Graph Neural Network/1. Review on Convolution Operation.srt 7.8 kB
  • ~Get Your Files Here !/1. Graph Terminology & Representation/4. Definition of Learning in Graph Representation Learning.srt 7.6 kB
  • ~Get Your Files Here !/1. Graph Terminology & Representation/2. Storing Graph Information.srt 7.3 kB
  • ~Get Your Files Here !/1. Graph Terminology & Representation/1. Graph Definition.srt 6.4 kB
  • ~Get Your Files Here !/2. From Convolutional Neural Network to Graph Neural Network/4. Message Passing Framework.srt 6.4 kB
  • ~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/1. Graph Embedding Problem Statement.srt 5.4 kB
  • ~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/8. GNN Motivation.srt 5.3 kB
  • ~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/4. Node2Vec Algorithm.srt 4.2 kB
  • ~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/10.1 Workshop - SGC.py 3.5 kB
  • ~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/6.1 Workshop - Node2Vec_TorchGeo.py 3.0 kB
  • ~Get Your Files Here !/4. Inductive and Transductive Graph Embedding/2. Transductive vs Inductive Embedding Methods.srt 2.8 kB
  • ~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/5.1 Workshop - Node2Vec Using Karateclub.py 2.6 kB
  • ~Get Your Files Here !/1. Graph Terminology & Representation/5. Drawback in existing graph learning models.srt 2.0 kB
  • ~Get Your Files Here !/1. Graph Terminology & Representation/6.1 Workshop - Using Torch and Torch Geometric for defining a graph.py 1.9 kB
  • ~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/3.1 Workshop - DeepWalk_Karateclub.py 1.7 kB
  • ~Get Your Files Here !/Bonus Resources.txt 357 Bytes
  • Get Bonus Downloads Here.url 183 Bytes
  • ~Get Your Files Here !/2. From Convolutional Neural Network to Graph Neural Network/2.1 ICASP 2020 Tutorial on Graph Convolution.html 139 Bytes
  • ~Get Your Files Here !/2. From Convolutional Neural Network to Graph Neural Network/3.1 ICASP 2020 Tutorial on Graph Convolution.html 139 Bytes
  • ~Get Your Files Here !/1. Graph Terminology & Representation/4.1 A Literature Review on Graph Neural Networks [ YOUTUBE ].html 110 Bytes
  • ~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/13.1 Detailed explanation of GAT paper [ YOUTUBE ].html 110 Bytes
  • ~Get Your Files Here !/1. Graph Terminology & Representation/1.1 Why Graph Neural Network is important [ YOUTUBE ].html 109 Bytes
  • ~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/12.1 Detailed explanation of GCN paper [ YOUTUBE ].html 104 Bytes

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