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pykeen avatar

pykeen/pykeen

0
View on GitHub↗
2,010 stars·221 forks·Python·MIT·9 viewspykeen.readthedocs.io/en/stable↗

Pykeen

🤖 A Python library for learning and evaluating knowledge graph embeddings

Features

  • Graph Learning - Library for training and evaluating knowledge graph 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 pykeen/pykeenStar history chart for pykeen/pykeen

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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Frequently asked questions

What does pykeen/pykeen do?

🤖 A Python library for learning and evaluating knowledge graph embeddings

What are the main features of pykeen/pykeen?

The main features of pykeen/pykeen are: Graph Learning, Geometric Deep Learning: Graph & Irregular Structures.

Which projects share features with pykeen/pykeen?

Projects with overlapping indexed features include: benedekrozemberczki/appnp — A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019). benedekrozemberczki/attentionwalk — A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018). benedekrozemberczki/capsgnn — A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019). benedekrozemberczki/clustergcn — A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional… benedekrozemberczki/gam — A PyTorch implementation of "Graph Classification Using Structural Attention" (KDD 2018). astrazeneca/chemicalx — A PyTorch and TorchDrug based deep learning library for drug pair scoring. (KDD 2022).

Projects sharing features with Pykeen

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

    benedekrozemberczki/APPNP

    374View on GitHub↗

    A PyTorch implementation of "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019).

    Python
    View on GitHub↗374
  • benedekrozemberczki/attentionwalkbenedekrozemberczki avatar

    benedekrozemberczki/AttentionWalk

    326View on GitHub↗

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

    Python
    View on GitHub↗326
  • benedekrozemberczki/capsgnnbenedekrozemberczki avatar

    benedekrozemberczki/CapsGNN

    1,278View on GitHub↗

    A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

    Python
    View on GitHub↗1,278
  • astrazeneca/chemicalxAstraZeneca avatar

    AstraZeneca/chemicalx

    781View on GitHub↗

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

    Python
    View on GitHub↗781
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