gnn VS PDN

Compare gnn vs PDN and see what are their differences.

gnn

TensorFlow GNN is a library to build Graph Neural Networks on the TensorFlow platform. (by tensorflow)
Tensorflow Gnn Deep Learning Machine Learning
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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
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arxiv.org
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gnn PDN
3 1
1,266 57
3.1% -
9.4 0.0
17 days ago about 1 year ago
Python Python
Apache License 2.0 GNU General Public License v3.0 only
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.

gnn

Posts with mentions or reviews of gnn. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-02-19.

PDN

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

What are some alternatives?

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

transformers - 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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

pytorch_geometric_temporal - PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

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.

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

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

ncem - Learning cell communication from spatial graphs of cells

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]

fastembed - Fast, Accurate, Lightweight Python library to make State of the Art Embedding

gnn vs transformers PDN vs awesome-graph-classification gnn vs pytorch_geometric_temporal PDN vs gnn-lspe gnn vs diffnet PDN vs best-of-ml-python gnn vs gnn-lspe PDN vs karateclub gnn vs ncem PDN vs pytorch-lightning gnn vs fastembed PDN vs pytorch_geometric_temporal