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@Alvant Alvant released this 22 Feb 13:25
· 182 commits to master since this release
v0.6.0
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Learn about vigilant mode.

New

  • Added demo notebooks:
    • one: some comparison of TopicNet with Gensim library
    • two: example of analysis of the 20 Newsgroups dataset, more examples of how one can conduct topic modeling with the help of TopicNet and ARTM
    • three: more about 20 Newsgroups dataset analysis before actual topic modeling

Fixed

  • Improved top tokens html display by TopTokensViewer
  • Fixed TopicNet installation via pip: now all the necessary packages should be installed automatically.
    So the command pip install topicnet should work just fine... for Linux :)

Future Plans

  • Add new regularizers
  • Add more abilities to control TopicModel's training process — with model.fit() function
  • Make the library installable with pip also for Windows and Mac without BigARTM preinstalled
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