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[ WebToolTip.com ] Graph Neural Networks in Action, Video Edition

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File Name
Size
Get Bonus Downloads Here.url
180 B
~Get Your Files Here !/001. Part 1. First steps.mp4
3.0 MB
~Get Your Files Here !/002. Chapter 1. Discovering graph neural networks.mp4
31 MB
~Get Your Files Here !/003. Chapter 1. Graph-based learning.mp4
58 MB
~Get Your Files Here !/004. Chapter 1. GNN applications Case studies.mp4
21 MB
~Get Your Files Here !/005. Chapter 1. When to use a GNN.mp4
26 MB
~Get Your Files Here !/006. Chapter 1. Understanding how GNNs operate.mp4
24 MB
~Get Your Files Here !/007. Chapter 1. Summary.mp4
6.6 MB
~Get Your Files Here !/008. Chapter 2. Graph embeddings.mp4
72 MB
~Get Your Files Here !/009. Chapter 2. Creating embeddings with a GNN.mp4
34 MB
~Get Your Files Here !/010. Chapter 2. Using node embeddings.mp4
50 MB
~Get Your Files Here !/011. Chapter 2. Under the Hood.mp4
62 MB
~Get Your Files Here !/012. Chapter 2. Summary.mp4
6.4 MB
~Get Your Files Here !/013. Part 2. Graph neural networks.mp4
3.0 MB
~Get Your Files Here !/014. Chapter 3. Graph convolutional networks and GraphSAGE.mp4
84 MB
~Get Your Files Here !/015. Chapter 3. Aggregation methods.mp4
51 MB
~Get Your Files Here !/016. Chapter 3. Further optimizations and refinements.mp4
40 MB
~Get Your Files Here !/017. Chapter 3. Under the hood.mp4
65 MB
~Get Your Files Here !/018. Chapter 3. Amazon Products dataset.mp4
17 MB
~Get Your Files Here !/019. Chapter 3. Summary.mp4
7.9 MB
~Get Your Files Here !/020. Chapter 4. Graph attention networks.mp4
15 MB
~Get Your Files Here !/021. Chapter 4. Exploring the review spam dataset.mp4
48 MB
~Get Your Files Here !/022. Chapter 4. Training baseline models.mp4
25 MB
~Get Your Files Here !/023. Chapter 4. Training GAT models.mp4
38 MB
~Get Your Files Here !/024. Chapter 4. Under the hood.mp4
32 MB
~Get Your Files Here !/025. Chapter 4. Summary.mp4
5.9 MB
~Get Your Files Here !/026. Chapter 5. Graph autoencoders.mp4
32 MB
~Get Your Files Here !/027. Chapter 5. Graph autoencoders for link prediction.mp4
39 MB
~Get Your Files Here !/028. Chapter 5. Variational graph autoencoders.mp4
34 MB
~Get Your Files Here !/029. Chapter 5. Generating graphs using GNNs.mp4
49 MB
~Get Your Files Here !/030. Chapter 5. Under the hood.mp4
32 MB
~Get Your Files Here !/031. Chapter 5. Summary.mp4
6.3 MB
~Get Your Files Here !/032. Part 3. Advanced topics.mp4
4.4 MB
~Get Your Files Here !/033. Chapter 6. Dynamic graphs Spatiotemporal GNNs.mp4
26 MB
~Get Your Files Here !/034. Chapter 6. Problem definition Pose estimation.mp4
39 MB
~Get Your Files Here !/035. Chapter 6. Dynamic graph neural networks.mp4
29 MB
~Get Your Files Here !/036. Chapter 6. Neural relational inference.mp4
83 MB
~Get Your Files Here !/037. Chapter 6. Under the hood.mp4
33 MB
~Get Your Files Here !/038. Chapter 6. Summary.mp4
4.7 MB
~Get Your Files Here !/039. Chapter 7. Learning and inference at scale.mp4
25 MB
~Get Your Files Here !/040. Chapter 7. Framing problems of scale.mp4
42 MB
~Get Your Files Here !/041. Chapter 7. Techniques for tackling problems of scale.mp4
17 MB
~Get Your Files Here !/042. Chapter 7. Choice of hardware configuration.mp4
31 MB
~Get Your Files Here !/043. Chapter 7. Choice of data representation.mp4
17 MB
~Get Your Files Here !/044. Chapter 7. Choice of GNN algorithm.mp4
24 MB
~Get Your Files Here !/045. Chapter 7. Batching using a sampling method.mp4
26 MB
~Get Your Files Here !/046. Chapter 7. Parallel and distributed processing.mp4
29 MB
~Get Your Files Here !/047. Chapter 7. Training with remote storage.mp4
26 MB
~Get Your Files Here !/048. Chapter 7. Graph coarsening.mp4
27 MB
~Get Your Files Here !/049. Chapter 7. Summary.mp4
5.6 MB
~Get Your Files Here !/050. Chapter 8. Considerations for GNN projects.mp4
24 MB
~Get Your Files Here !/051. Chapter 8. Designing graph models.mp4
57 MB
~Get Your Files Here !/052. Chapter 8. Data pipeline example.mp4
76 MB
~Get Your Files Here !/053. Chapter 8. Where to find graph data.mp4
13 MB
~Get Your Files Here !/054. Chapter 8. Summary.mp4
12 MB
~Get Your Files Here !/055. appendix A. Discovering graphs.mp4
53 MB
~Get Your Files Here !/056. appendix A. Graph representations.mp4
68 MB
~Get Your Files Here !/057. appendix A. Graph systems.mp4
15 MB
~Get Your Files Here !/058. appendix A. Graph algorithms.mp4
12 MB
~Get Your Files Here !/059. appendix A. How to read GNN literature.mp4
9.7 MB
~Get Your Files Here !/Bonus Resources.txt
70 B