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Dec 16, 2022 - Jupyter Notebook
graph-neural-networks
Here are 1,743 public repositories matching this topic...
Classification of molecules' ability to inhibit HIV with Graph Neural Networks (PyTorch Geometric) - work in progress.
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Aug 30, 2023 - Jupyter Notebook
Graph Entropy Minimization for Semi-supervised Node Classification
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Jun 1, 2023 - Python
📖 Spatial-Temporal Graph Neural Networks Study (개인적인공부)
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Mar 3, 2023
construct a static temporal graph dataset(STGD) and applying a temporal graph network(TGN) to verfiy the dataset's credibility and usability.
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May 9, 2023 - Jupyter Notebook
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Jun 7, 2023 - Python
Basic implementation of a 2-Layer GNN architecture for Node Level task prediction on CORA citation data.
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Feb 20, 2023 - Jupyter Notebook
Repo containing prepared slides of my talks and sessions on "Learning on Graphs" and "GNN Explainability"
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Jan 14, 2023
Road network graph refinement with GNNs.
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May 18, 2023 - Python
Differentiable clustering for graph attention-TKDE 2024
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Mar 5, 2024 - Python
A Comparative Analysis of Graph Neural Networks for Recommender Systems against SOTA models (NGCF, LightGCN)
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Oct 2, 2023 - Jupyter Notebook
GGPM - GraphNN Generation of Organic Photovoltaic Molecules
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Mar 19, 2024 - Python
The solution code for MAXP DGL contest
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Jan 15, 2022 - Jupyter Notebook
A toy model deriving from LWGNN.
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Apr 22, 2022 - Python
Code repository for "Weisfeiler and Leman Return with Graph Transformations" (MLG @ ECMLPKDD 2022)
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Nov 23, 2022 - Python
Project page for "Physics-informed graph neural networks accelerating microneedle simulations towards novelty of micro-nano scale materials discovery" as a part of Romrawin Chumpu's master thesis and publication.
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Sep 8, 2023 - JavaScript
Kedro module for creating DGL graph from multimodal data.
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May 25, 2023 - Python
Course project for Stanford's CS224W (Machine Learning with Graphs).
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May 30, 2023
HiCAP---Hierarchical Clustering-based Attention Pooling for Graph Representation Learning
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Nov 28, 2023 - Python
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Nov 5, 2022 - Python
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