[ FreeCourseWeb.com ] Udemy - Graph Neural Network

File Name

Size

Get Bonus Downloads Here.url

183 B

~Get Your Files Here !/1. Graph Terminology & Representation/1. Graph Definition.mp4

24 MB

~Get Your Files Here !/1. Graph Terminology & Representation/1. Graph Definition.srt

6.2 kB

~Get Your Files Here !/1. Graph Terminology & Representation/1.1 Why Graph Neural Network is important [ YOUTUBE ].html

109 B

~Get Your Files Here !/1. Graph Terminology & Representation/2. Storing Graph Information.mp4

29 MB

~Get Your Files Here !/1. Graph Terminology & Representation/2. Storing Graph Information.srt

7.1 kB

~Get Your Files Here !/1. Graph Terminology & Representation/3. Graph Degree and Laplacian of Graph.mp4

43 MB

~Get Your Files Here !/1. Graph Terminology & Representation/3. Graph Degree and Laplacian of Graph.srt

7.8 kB

~Get Your Files Here !/1. Graph Terminology & Representation/4. Definition of Learning in Graph Representation Learning.mp4

31 MB

~Get Your Files Here !/1. Graph Terminology & Representation/4. Definition of Learning in Graph Representation Learning.srt

7.4 kB

~Get Your Files Here !/1. Graph Terminology & Representation/4.1 A Literature Review on Graph Neural Networks [ YOUTUBE ].html

110 B

~Get Your Files Here !/1. Graph Terminology & Representation/5. Drawback in existing graph learning models.mp4

11 MB

~Get Your Files Here !/1. Graph Terminology & Representation/5. Drawback in existing graph learning models.srt

1.9 kB

~Get Your Files Here !/1. Graph Terminology & Representation/6. Workshop - Using Torch and Torch Geometric for defining a graph.mp4

219 MB

~Get Your Files Here !/1. Graph Terminology & Representation/6. Workshop - Using Torch and Torch Geometric for defining a graph.srt

26 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 !/2. From Convolutional Neural Network to Graph Neural Network/1. Review on Convolution Operation.mp4

43 MB

~Get Your Files Here !/2. From Convolutional Neural Network to Graph Neural Network/1. Review on Convolution Operation.srt

7.6 kB

~Get Your Files Here !/2. From Convolutional Neural Network to Graph Neural Network/2. Graph Convolution (Signal Processing Point of View) Part A.mp4

91 MB

~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 kB

~Get Your Files Here !/2. From Convolutional Neural Network to Graph Neural Network/2.1 ICASP 2020 Tutorial on Graph Convolution.html

139 B

~Get Your Files Here !/2. From Convolutional Neural Network to Graph Neural Network/3. Graph Convolution (Signal Processing Point of View) Part B.mp4

47 MB

~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 kB

~Get Your Files Here !/2. From Convolutional Neural Network to Graph Neural Network/3.1 ICASP 2020 Tutorial on Graph Convolution.html

139 B

~Get Your Files Here !/2. From Convolutional Neural Network to Graph Neural Network/4. Message Passing Framework.mp4

29 MB

~Get Your Files Here !/2. From Convolutional Neural Network to Graph Neural Network/4. Message Passing Framework.srt

6.2 kB

~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/1. Graph Embedding Problem Statement.mp4

24 MB

~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/1. Graph Embedding Problem Statement.srt

5.3 kB

~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/10. Workshop - SGC (Part A).mp4

151 MB

~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/10. Workshop - SGC (Part A).srt

21 kB

~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/10.1 Workshop - SGC.py

3.4 kB

~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/11. Workshop - SGC (Part B).mp4

181 MB

~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/11. Workshop - SGC (Part B).srt

21 kB

~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/12. Graph Convolution Network (GCN).mp4

110 MB

~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/12. Graph Convolution Network (GCN).srt

24 kB

~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/12.1 Detailed explanation of GCN paper [ YOUTUBE ].html

104 B

~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/12.2 SemiGCN.pdf

853 kB

~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/13. Graph Attention Network.mp4

44 MB

~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/13. Graph Attention Network.srt

9.5 kB

~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/13.1 Detailed explanation of GAT paper [ YOUTUBE ].html

110 B

~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/2. DeepWalk Algorithm.mp4

38 MB

~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/2. DeepWalk Algorithm.srt

10 kB

~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/2.1 DeppWalk.pdf

802 kB

~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/3. Workshop - RandomWalk using karateclub library.mp4

244 MB

~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/3. Workshop - RandomWalk using karateclub library.srt

29 kB

~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/3.1 Workshop - DeepWalk_Karateclub.py

1.7 kB

~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/4. Node2Vec Algorithm.mp4

17 MB

~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/4. Node2Vec Algorithm.srt

4.1 kB

~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/4.1 n2vec.pdf

781 kB

~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/5. Workshop - Node2Vec Using Karateclub.mp4

136 MB

~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/5. Workshop - Node2Vec Using Karateclub.srt

13 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 !/3. Introducing Different Graph Embedding Methods/6. Workshop - Node2Vec Using Pytorch Geometric (Part A).mp4

143 MB

~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/6. Workshop - Node2Vec Using Pytorch Geometric (Part A).srt

20 kB

~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/6.1 Workshop - Node2Vec_TorchGeo.py

2.9 kB

~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/7. Workshop - Node2Vec Using Pytorch Geometric (Part B).mp4

168 MB

~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/7. Workshop - Node2Vec Using Pytorch Geometric (Part B).srt

18 kB

~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/8. GNN Motivation.mp4

26 MB

~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/8. GNN Motivation.srt

5.2 kB

~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/9. Simplifying Graph Convolution Network.mp4

41 MB

~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/9. Simplifying Graph Convolution Network.srt

11 kB

~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/9.1 SGC.pdf

1.4 MB

~Get Your Files Here !/4. Inductive and Transductive Graph Embedding/1. Review on Popular GNN Embedding Methods.mp4

40 MB

~Get Your Files Here !/4. Inductive and Transductive Graph Embedding/1. Review on Popular GNN Embedding Methods.srt

11 kB

~Get Your Files Here !/4. Inductive and Transductive Graph Embedding/2. Transductive vs Inductive Embedding Methods.mp4

12 MB

~Get Your Files Here !/4. Inductive and Transductive Graph Embedding/2. Transductive vs Inductive Embedding Methods.srt

2.8 kB

~Get Your Files Here !/4. Inductive and Transductive Graph Embedding/3. GraphSAGE.mp4

46 MB

~Get Your Files Here !/4. Inductive and Transductive Graph Embedding/3. GraphSAGE.srt

11 kB

~Get Your Files Here !/4. Inductive and Transductive Graph Embedding/3.1 GraphSAGE.pdf

965 kB

~Get Your Files Here !/Bonus Resources.txt

357 B