项目作者: lgalke

项目描述 :
Learning representations of text and graphs
高级语言: Python
项目地址: git://github.com/lgalke/latent.git
创建时间: 2018-07-14T22:16:14Z
项目社区:https://github.com/lgalke/latent

开源协议:GNU General Public License v3.0

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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