PDN VS GraphGPS

Compare PDN vs GraphGPS and see what are their differences.

PDN

The official PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing" (WebConf '21) (by benedekrozemberczki)
Gcn Gnn Deepwalk Multiplex Graph2vec Pytorch graph-neural-network Deep Learning pathfinder message-passing neural-message-passing cheminformatics molecules graph-classification node-classification network-science Data Science Transformer Bert gpt-3
Source Code
arxiv.org
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GraphGPS

Recipe for a General, Powerful, Scalable Graph Transformer (by rampasek)
graph-representation-learning long-range-dependence graph-neural-network graph-transformer
Source Code
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PDN GraphGPS
1 1
57 592
- -
0.0 0.0
over 1 year ago 4 months ago
Python Python
GNU General Public License v3.0 only MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

PDN

Posts with mentions or reviews of PDN. We have used some of these posts to build our list of alternatives and similar projects.

GraphGPS

Posts with mentions or reviews of GraphGPS. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

When comparing PDN and GraphGPS you can also consider the following projects:

awesome-graph-classification - A collection of important graph embedding, classification and representation learning papers with implementations.

graphtransformer - Graph Transformer Architecture. Source code for "A Generalization of Transformer Networks to Graphs", DLG-AAAI'21.

gnn - TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform.

chemicalx - A PyTorch and TorchDrug based deep learning library for drug pair scoring. (KDD 2022)

pytorch-lightning - Build high-performance AI models with PyTorch Lightning (organized PyTorch). Deploy models with Lightning Apps (organized Python to build end-to-end ML systems). [Moved to: https://github.com/Lightning-AI/lightning]

efficient-gnns - Code and resources on scalable and efficient Graph Neural Networks

gnn-lspe - Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022

diffnet - Graph Neural Network based Social Recommendation Model. SIGIR2019.

karateclub - Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

best-of-ml-python - 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

PDN vs awesome-graph-classification GraphGPS vs graphtransformer PDN vs gnn GraphGPS vs chemicalx PDN vs pytorch-lightning GraphGPS vs efficient-gnns PDN vs gnn-lspe GraphGPS vs diffnet PDN vs karateclub GraphGPS vs gnn-lspe PDN vs best-of-ml-python GraphGPS vs awesome-graph-classification