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0.9.0
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@bab2min bab2min released this 04 Aug 15:25
· 217 commits to main since this release
v0.9.0
235a77b
  • The tomotopy.LDAModel.summary() method, which prints human-readable summary of the model, has been added.
  • The random number generator of package has been replaced with EigenRand. It speeds up the random number generation and solves the result difference between platforms.
  • Due to above, even if seed is the same, the model training result may be different from the version before 0.9.0.
  • Fixed a training error in tomotopy.HDPModel.
  • tomotopy.DMRModel.alpha now shows Dirichlet prior of per-document topic distribution by metadata.
  • tomotopy.DTModel.get_count_by_topics() has been modified to return a 2-dimensional ndarray.
  • tomotopy.DTModel.alpha has been modified to return the same value as tomotopy.DTModel.get_alpha().
  • Fixed an issue where the metadata value could not be obtained for the document of tomotopy.GDMRModel.
  • tomotopy.HLDAModel.alpha now shows Dirichlet prior of per-document depth distribution.
  • tomotopy.LDAModel.global_step has been added.
  • tomotopy.MGLDAModel.get_count_by_topics() now returns the word count for both global and local topics.
  • tomotopy.PAModel.alpha, tomotopy.PAModel.subalpha, and tomotopy.PAModel.get_count_by_super_topic() have been added.
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