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benedekrozemberczki avatar

benedekrozemberczki/AttentionWalk

0
View on GitHub↗
326 stars·48 forks·Python·GPL-3.0·9 views

AttentionWalk

A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).

Features

  • Embedding Algorithms - Learning node embeddings via graph attention mechanisms.
  • Graph Neural Networks - Graph attention node embeddings.
  • Geometric Deep Learning: Graph & Irregular Structures - Listed in the “Geometric Deep Learning: Graph & Irregular Structures” section of the The Incredible Pytorch awesome list.

Star history

Star history chart for benedekrozemberczki/attentionwalkStar history chart for benedekrozemberczki/attentionwalk

How this analysis was created: This summary and feature list are AI-generated from collected project material and can contain mistakes. Stars, license and language are imported from GitHub. Inclusion does not mean that we have tested or audited this project. Check the source documentation for any feature you depend on. Learn more on our About page.

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Projects sharing features with AttentionWalk

These projects share indexed features with AttentionWalk. Shared tags can include platform or build tooling; verify the primary use case before treating a result as a replacement.
  • benedekrozemberczki/sgcnbenedekrozemberczki avatar

    benedekrozemberczki/SGCN

    276View on GitHub↗

    A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).

    Python
    View on GitHub↗276
  • benedekrozemberczki/sinebenedekrozemberczki avatar

    benedekrozemberczki/SINE

    71View on GitHub↗

    A PyTorch Implementation of "SINE: Scalable Incomplete Network Embedding" (ICDM 2018).

    Python
    View on GitHub↗71
  • benedekrozemberczki/seal-cibenedekrozemberczki avatar

    benedekrozemberczki/SEAL-CI

    212View on GitHub↗

    A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019)

    Python
    View on GitHub↗212
  • benedekrozemberczki/splitterbenedekrozemberczki avatar

    benedekrozemberczki/Splitter

    214View on GitHub↗

    A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).

    Python
    View on GitHub↗214
Compare all 30 related projects→

Frequently asked questions

What does benedekrozemberczki/attentionwalk do?

A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).

What are the main features of benedekrozemberczki/attentionwalk?

The main features of benedekrozemberczki/attentionwalk are: Embedding Algorithms, Graph Neural Networks, Geometric Deep Learning: Graph & Irregular Structures.

Which projects share features with benedekrozemberczki/attentionwalk?

Projects with overlapping indexed features include: benedekrozemberczki/sine — A PyTorch Implementation of "SINE: Scalable Incomplete Network Embedding" (ICDM 2018). benedekrozemberczki/splitter — A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019). benedekrozemberczki/seal-ci — A PyTorch implementation of "Semi-Supervised Graph Classification: A Hierarchical Graph Perspective" (WWW 2019). benedekrozemberczki/sgcn — A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018). benedekrozemberczki/gam — A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018). benedekrozemberczki/graphwaveletneuralnetwork — A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019).