A research library for automating experiments on Deep Graph Networks
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Sep 9, 2024 - Python
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deep-graph-networks
Here are 10 public repositories matching this topic...
[TPAMI 2022] "Bag of Tricks for Training Deeper Graph Neural Networks A Comprehensive Benchmark Study" by Tianlong Chen*, Kaixiong Zhou*, Keyu Duan, Wenqing Zheng, Peihao Wang, Xia Hu, Zhangyang Wang
benchmark dropout normalization skip-connections graph-neural-networks training-tricks deep-graph-library deep-graph-networks ogb
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Dec 29, 2021 - Python
NeuroSkinning: Automatic Skin Binding for Production Characters with Deep Graph Networks, Siggraph 2019
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Mar 25, 2020
Molecular Explanation Generator
reinforcement-learning interpretability explainable-ai counterfactual-explanations deep-graph-networks deep-learning-for-graphs
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Jan 26, 2022 - Python
Code for HAR-GCNN: Deep Graph CNNs for Human Activity Recognition From Highly Unlabeled Mobile Sensor Data, IEEE PerCom CoMoRea 2022
deep-learning har deep semi-supervised-learning human-activity-recognition gcnn human-action-recognition deep-graph-networks human-activity-prediction
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May 9, 2022 - Python
Official code repository for the papers "Anti-Symmetric DGN: a stable architecture for Deep Graph Networks" accepted at ICLR 2023; "Non-Dissipative Propagation by Anti-Symmetric Deep Graph Networks"; and "Non-Dissipative Propagation by Randomized Anti-Symmetric Deep Graph Networks"
deep-learning ordinary-differential-equations graph-neural-networks graphneuralnetwork deep-graph-networks
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Jan 2, 2025 - Python
Stanford CS224W: Machine Learning with Graphs (GNN)
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Sep 6, 2022 - Jupyter Notebook
Implementation of Universal Multi-Agent Reinforcement Learning via Policy Decoupling with Transformers (UDPET) on Multi-Agent Traffic Control
python reinforcement-learning transformers deep-reinforcement-learning pytorch traffic-control graph-neural-networks multi-agent-reinforcement-learning dgn deep-graph-networks multi-agent-communication
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Jul 29, 2022 - Python
Official code repository for "Controlling astrocyte-mediated synaptic pruning signals for schizophrenia drug repurposing with Deep Graph Networks".
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Mar 3, 2022 - Python
Some notes on Probabilistic models and advanced ML methods. Implementation of RBM, Contractive AE, Denoising AE and some TS analysis
reinforcement-learning computer-vision deep-learning pattern-recognition variational-inference probabilistic-graphical-models probabilistic-machine-learning deep-graph-networks generative-ai
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Jul 23, 2024 - Jupyter Notebook
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