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latent

Learning latent representations of text and graphs.

Features

The goal is to implement all trending deep representations for text and graphs for convenient reuse. The methods should comply to the sklearn transformer interface, implementing the fit and transform methods. Loading of pre-trained models should be convenient as convenient as <class>.load("path").

Text

  • ULMFiT
  • ELMo
  • OpenAI Transformer

Graphs

  • DeepWalk
  • Graph Convolutional Networks

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