gnns
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List of molecular design using Generative AI and Deep Learning
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May 13, 2024
[IJCAI 2023 survey track]A curated list of resources for chemical pre-trained models
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Jun 17, 2023
3D Graph Neural Networks for RGBD Semantic Segmentation
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Mar 16, 2019 - Python
FedGraphNN: A Federated Learning Platform for Graph Neural Networks with MLOps Support. The previous research version is accepted to ICLR'2021 - DPML and MLSys'21 - GNNSys workshops.
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Dec 19, 2023
A review of papers proposing novel GNN methods with application to brain connectivity published in 2017-2020.
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Feb 27, 2023
Code for the paper: "On the Bottleneck of Graph Neural Networks and Its Practical Implications"
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Apr 25, 2022 - Python
Awesome De novo drugs design papers
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Nov 21, 2023
GNNs in Recommendation Systems
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Jun 10, 2020
[3DV21] Visual Camera Re-Localization Using Graph Neural Networks and Relative Pose Supervision, M. Türkoǧlu et al.
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Apr 21, 2023 - Python
Re-implementation and extension of the work described in "Learning to Represent Programs with Graphs"
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May 14, 2019 - Python
Edge-Augmented Graph Transformer
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Jun 7, 2022 - Python
[ACM Computing Surveys'23] Implementations or refactor of some temporal link prediction/dynamic link prediction methods and summary of related open resources for survey paper "Temporal Link Prediction: A Unified Framework, Taxonomy, and Review" which has been accepted by ACM Computing Surveys.
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Dec 26, 2023 - Python
HMLET (Hybrid-Method-of-Linear-and-non-linEar-collaborative-filTering-method)
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Feb 28, 2022 - Python
List of protein (enzymes and PPIs) conformations and molecular dynamics using generative artificial intelligence and deep learning
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May 29, 2024
Full Stack Graph Machine Learning: Theory, Practice, Tools and Techniques
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May 27, 2024 - Jupyter Notebook
Bags of Tricks in OGB (node classification) with GCNs.
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Aug 11, 2021 - Python
MatTen: Equivariant Graph Neural Nets for Tensorial Properties of Materials
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May 28, 2024 - Python
This repository contains the code for the work on protein-ligand interaction with GNNs and XAI
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Jan 3, 2024 - Python
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