Python network-embedding

Open-source Python projects categorized as network-embedding | Edit details

Top 4 Python network-embedding Projects

  • GitHub repo awesome-graph-classification

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

    Project mention: GitHub repo of links to Graph ML papers and code | news.ycombinator.com | 2021-06-03
  • GitHub repo karateclub

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

  • Scout APM

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  • GitHub repo GEM

    Project mention: [D] Why I'm Lukewarm on Graph Neural Networks | reddit.com/r/MachineLearning | 2021-01-04

    Besides, they implemented a fast C++ version of the code that works for much larger graphs. If one searches for ProNE's implementation, they would (hypothetically) find the scikit-style wrapper instead of the fully-functional release. It reminds me of a situation with HOPE, when authors of one survey "implemented" it as naive SVD (https://github.com/palash1992/GEM/blob/master/gem/embedding/hope.py#L68) instead of Jacobi-Davidson generalized solver described in the paper (and literally with code released!!). In the end, I would assume that poor paper was less cited because of that repackaging effort.

  • GitHub repo pytorch_geometric_temporal

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

    Project mention: PyTorch Geometric Temporal 0.37 | reddit.com/r/GeometricDeepLearning | 2021-06-18
NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2021-06-18.

Index

What are some of the best open-source network-embedding projects in Python? This list will help you:

Project Stars
1 awesome-graph-classification 4,260
2 karateclub 1,396
3 GEM 1,129
4 pytorch_geometric_temporal 998
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