[ FreeCourseWeb.com ] Udemy - Graph Neural Network

Creation Time	Sept. 15, 2023, 1:31 p.m.
Last Access Time	Jan. 2, 2025, 6:33 a.m.
File Size	1.9 GB
Keywords	Network Neural Graph - Udemy FreeCourseWeb com
Total Requests	143
Total Files	71
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~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/3. Workshop - RandomWalk using karateclub library.mp4 243.8 MB
~Get Your Files Here !/1. Graph Terminology & Representation/6. Workshop - Using Torch and Torch Geometric for defining a graph.mp4 218.7 MB
~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/11. Workshop - SGC (Part B).mp4 181.0 MB
~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/7. Workshop - Node2Vec Using Pytorch Geometric (Part B).mp4 167.6 MB
~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/10. Workshop - SGC (Part A).mp4 150.8 MB
~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/6. Workshop - Node2Vec Using Pytorch Geometric (Part A).mp4 142.6 MB
~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/5. Workshop - Node2Vec Using Karateclub.mp4 136.1 MB
~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/12. Graph Convolution Network (GCN).mp4 109.9 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 90.7 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 46.9 MB
~Get Your Files Here !/4. Inductive and Transductive Graph Embedding/3. GraphSAGE.mp4 45.7 MB
~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/13. Graph Attention Network.mp4 44.1 MB
~Get Your Files Here !/2. From Convolutional Neural Network to Graph Neural Network/1. Review on Convolution Operation.mp4 43.3 MB
~Get Your Files Here !/1. Graph Terminology & Representation/3. Graph Degree and Laplacian of Graph.mp4 42.8 MB
~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/9. Simplifying Graph Convolution Network.mp4 41.2 MB
~Get Your Files Here !/4. Inductive and Transductive Graph Embedding/1. Review on Popular GNN Embedding Methods.mp4 39.9 MB
~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/2. DeepWalk Algorithm.mp4 37.5 MB
~Get Your Files Here !/1. Graph Terminology & Representation/4. Definition of Learning in Graph Representation Learning.mp4 30.9 MB
~Get Your Files Here !/1. Graph Terminology & Representation/2. Storing Graph Information.mp4 29.2 MB
~Get Your Files Here !/2. From Convolutional Neural Network to Graph Neural Network/4. Message Passing Framework.mp4 28.9 MB
~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/8. GNN Motivation.mp4 25.7 MB
~Get Your Files Here !/1. Graph Terminology & Representation/1. Graph Definition.mp4 23.9 MB
~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/1. Graph Embedding Problem Statement.mp4 23.5 MB
~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/4. Node2Vec Algorithm.mp4 16.9 MB
~Get Your Files Here !/4. Inductive and Transductive Graph Embedding/2. Transductive vs Inductive Embedding Methods.mp4 11.6 MB
~Get Your Files Here !/1. Graph Terminology & Representation/5. Drawback in existing graph learning models.mp4 10.9 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 1.4 MB
~Get Your Files Here !/4. Inductive and Transductive Graph Embedding/3.1 GraphSAGE.pdf 964.8 KB
~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/12.2 SemiGCN.pdf 853.4 KB
~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/2.1 DeppWalk.pdf 801.7 KB
~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/4.1 n2vec.pdf 781.4 KB
~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/3. Workshop - RandomWalk using karateclub library.srt 29.3 KB
~Get Your Files Here !/1. Graph Terminology & Representation/6. Workshop - Using Torch and Torch Geometric for defining a graph.srt 26.3 KB
~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/12. Graph Convolution Network (GCN).srt 23.9 KB
~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/11. Workshop - SGC (Part B).srt 20.8 KB
~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/10. Workshop - SGC (Part A).srt 20.6 KB
~Get Your Files Here !/2. From Convolutional Neural Network to Graph Neural Network/2. Graph Convolution (Signal Processing Point of View) Part A.srt 19.9 KB
~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/6. Workshop - Node2Vec Using Pytorch Geometric (Part A).srt 19.8 KB
~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/7. Workshop - Node2Vec Using Pytorch Geometric (Part B).srt 18.4 KB
~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/5. Workshop - Node2Vec Using Karateclub.srt 12.6 KB
~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/9. Simplifying Graph Convolution Network.srt 11.3 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 11.0 KB
~Get Your Files Here !/4. Inductive and Transductive Graph Embedding/3. GraphSAGE.srt 11.0 KB
~Get Your Files Here !/4. Inductive and Transductive Graph Embedding/1. Review on Popular GNN Embedding Methods.srt 10.9 KB
~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/2. DeepWalk Algorithm.srt 10.2 KB
~Get Your Files Here !/3. Introducing Different Graph Embedding Methods/13. Graph Attention Network.srt 9.5 KB
~Get Your Files Here !/1. Graph Terminology & Representation/3. Graph Degree and Laplacian of Graph.srt 7.8 KB
~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 !/1. Graph Terminology & Representation/4. Definition of Learning in Graph Representation Learning.srt 7.4 KB
~Get Your Files Here !/1. Graph Terminology & Representation/2. Storing Graph Information.srt 7.1 KB
~Get Your Files Here !/1. Graph Terminology & Representation/1. Graph Definition.srt 6.2 KB
~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.srt 5.3 KB
~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/4. Node2Vec Algorithm.srt 4.1 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/6.1 Workshop - Node2Vec_TorchGeo.py 2.9 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 1.9 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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