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PyG - PyTorch Geometric - Intro to Graph Neural Networks - Outlook SBERT w/ PyG
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Classroom Contents
Learn Graph Neural Networks - Code, Examples and Theory
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- 1 Knowledge Graph Embedding - Dec 2021
- 2 PyTorch: Node Classification w/ Graph Neural Network on DGL for GCN
- 3 Discover the Future of Graph Neural Networks | Beyond message passing
- 4 Topological Message Passing on GNN | SIMPLICIAL COMPLEXES on CW Networks #ai
- 5 Message Passing for graphs - explained w/ example
- 6 Graph Neural Networks: GCN w/ pure KERAS coding
- 7 How to create a Graph for Graph Neural Networks?
- 8 First look at Knowledge Graph Embedding (w/ simple Jupyter NB dgl-ke)
- 9 Knowledge Graph for a Medical Application - DEMO in Python
- 10 NEW TOPOLOGICAL LAYER in Graph Neural Networks (GCN), Filtrations, Persistent Homology - ICLR 2022
- 11 PyG - PyTorch Geometric - Intro to Graph Neural Networks - Outlook SBERT w/ PyG
- 12 Graph Convolution Networks GCN - WHY?
- 13 Learn low-dim Embeddings that encode GRAPH structure (data) : "Representation Learning" /arXiv
- 14 Graph Neural Networks - what the Hell?
- 15 NEW TensorFlow Library on GRAPH Neural Networks released (Nov 2021)
- 16 What are Graph Kernels? Graph Kernels explained, Python + Graph Neural Networks
- 17 Alternative to PyG: Mighty DEEP GRAPH Library DGL (your black belt GraphAI)
- 18 Strange JRAPH - Deep Mind's GNN Library for Graph Neural Networks (w/ JAX)
- 19 First look at PyTorch Geometric: PyG 2.0 (Nov 2021)
- 20 My TOP 9 videos to understand & code GNN - Graph Neural Network
- 21 JAX explained in 1 Minute w/ Neural Network Code!
- 22 Google's AutoGrad + Tensorflow's XLA Linear Algebra Compiler = JAX
- 23 Your Brain will overload: Symmetry on Graph Neural Networks - R. Feynman to Bronstein
- 24 GraphSAGE to GraphBERT - Theory of Graph Neural Networks
- 25 What is Feature Engineering for Graphs? #Shorts
- 26 Learn Graph Neural Network + new videos on Neural Bellman-Ford + NodePiece
- 27 Lie Groups for Deep Learning w/ Graph Neural Networks
- 28 NEURAL Bellman-Ford NETWORK - 2022 Neural BFNet - Graph Neural Networks w/ Link Prediction AI
- 29 Unlocking the Potential of Message Passing: Exploring GraphSAGE, GCN and GAT | GNN GraphML
