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Search results for machine learning gnn
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machine-learning
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24 search results found
Capsgnn
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1,180
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
Gnn
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1,111
TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.
Simgnn
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540
A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).
Datasets
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521
A repository of pretty cool datasets that I collected for network science and machine learning research.
Ppnp
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315
PPNP & APPNP models from "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019)
Lamda Ssl
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130
30 Semi-Supervised Learning Algorithms
Pytorch_geometric_signed_directed
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96
PyTorch Geometric Signed Directed is a signed/directed graph neural network extension library for PyTorch Geometric. The paper is accepted by LoG 2023.
Awesome Drug Pair Scoring
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85
Readings for "A Unified View of Relational Deep Learning for Drug Pair Scoring." (IJCAI 2022)
Grape Book
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70
图深度学习(葡萄书),在线阅读地址: https://datawhalechina.github.io/grape-book
Egt_pytorch
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58
Edge-Augmented Graph Transformer
Gnnetworkingchallenge
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57
RouteNet baseline for the Graph Neural Networking Challenge (https://bnn.upc.edu/challenge/)
Awesome Denovo Papers
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53
Awesome De novo drugs design papers
Graphml Class
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50
Full Stack Graph Machine Learning: Theory, Practice, Tools and Techniques
Spatiotemporal_datasets
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39
Spatiotemporal datasets collected for network science, deep learning and general machine learning research.
Relpose Gnn
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33
[3DV21] Visual Camera Re-Localization Using Graph Neural Networks and Relative Pose Supervision, M. Türkoǧlu et al.
Maxp_dgl_graph
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24
2021 MAXP 命题赛 任务一:基于DGL的图机器学习任务。队伍:Graph@ICT,🥉rank6。https://www
Gnn_tracking
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24
Charged particle tracking with graph neural networks
G Nia
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23
G-NIA model from "Single Node Injection Attack against Graph Neural Networks" (CIKM 2021)
Deep Learning Framework
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12
深度学习脚手架
Representing Programs With Graphs
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11
Re-implementation and extension of the work described in "Learning to Represent Programs with Graphs"
Extended Simgnn
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11
A PyTorch Geometric implementation of SimGNN with some extensions.
Ai4pfas
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10
Dataset and code for "Uncertainty-Informed Deep Transfer Learning of PFAS Toxicity"
Log 2023 Gnns Recsys
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9
Presented as tutorial at the Second Learning on Graphs Conference (LoG 2023)
Simgnn
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8
Keras implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation". Includes synthetic GED data.
Sogcn
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6
SoGCN: Second-Order Graph Convolutional Networks
Plane
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5
Implementation of the BasePlanE models and the experiments from the NeurIPS 2023 paper "PlanE: Representation Learning over Planar Graphs"
Gnn Learning And Integration
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5
Awesome GNN Learning For beginners
Ai Center
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5
AI theory & action...
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