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1.13.1

  • FIX #106 Fix scikit-learn version

1.13.0

  • FIX #96 Fix preprocessing with num_processes not None
  • FIX #104 fix numpy version

1.12.1

  • FIX #102 fix requirements

1.12.0

  • fix #91 add parameter for setting num of processes for gensim coherence
  • FIX pandas error

1.11.1

  • fix gensim requirements #87

1.11.0

  • Improve preprocessing #70
  • Bug fix CTM num_topics #76
  • Add top_words parameter to CTM model #84
  • Add seed parameter to CTM #65
  • Update some requirements
  • Add testing for python 3.9 and remove 3.6
  • Minor fixes

1.10.4 (2022-05-20)

  • Update metadata Italian datasets
  • Fix dataset encoding (#57)
  • Fix word embeddings topic coherence (#58)
  • Fix dataset name BBC_News (#59)

1.10.3 (2022-02-20)

  • Fix KL Divergence in diversity metrics (#51, #52)

1.10.2 (2021-12-20)

  • Bug fix optimizer evaluation with additional metrics (#46)

1.10.1 (2021-12-08)

  • Bug fix Coherence with word embeddings (#43, #45)

1.10.0 (2021-11-21)

  • ETM now supports different formats of word embeddings (#36)
  • Bug fix similarity measures (#41)
  • Minor fixes

1.9.0 (2021-09-27)

  • Bug fix preprocessing (#26)
  • Bug fix ctm (#28)
  • Bug fix weirbo_centroid (#31)
  • Added new Italian datasets
  • Minor fixes

1.8.3 (2021-07-26)

  • Gensim migration from 3.8 to >=4.0.0

1.8.2 (2021-07-25)

  • Fixed unwanted sorting of documents

1.8.1 (2021-07-08)

  • Fixed gensim version (#22)

1.8.0 (2021-06-18)

  • Added per-topic kl-uniform significance

1.7.1 (2021-06-09)

  • Handling multilabel classification
  • Fixed preprocessing when dataset is not split (#17)

1.6.0 (2021-05-20)

  • Added regularization hyperparameter to NMF_scikit
  • Added similarity metrics
  • Fixed handling of stopwords in preprocessing
  • Fixed coherence and diversity metrics
  • Added new metrics tests

1.4.0 (2021-05-12)

  • Fixed CTM training when only training dataset is used
  • Dashboard bugs fixed
  • Minor bug fixes
  • Added new tests for TM training

1.3.0 (2021-04-25)

  • Added parameter num_samples to CTM, NeuralLDA and ProdLDA
  • Bug fix AVITM

1.2.1 (2021-04-21)

  • Bug fix info dataset

1.2.0 (2021-04-20)

  • Tomotopy LDA's implementation should work now

1.1.1 (2021-04-19)

  • bug fix dataset download
  • CTM is no longer verbose

1.1.0 (2021-04-18)

  • New classification metrics
  • Vocabulary downloader fix

1.0.2 (2021-04-16)

  • Dataset downloader fix

1.0.0 (2021-04-16)

  • New metrics initialization (do not support dictionaries as input anymore)
  • Optimization, dataset and dashboard bug fixes
  • Refactoring
  • Updated README and documentation

0.4.0 (2021-04-15)

  • Dataset preprocessing produces also an indexes.txt file containing the indexes of the documents
  • Eval metrics bug fixes
  • BBC news added in the correct format

0.3.0 (2021-04-10)

  • Bug fixes

0.2.0 (2021-03-30)

  • New dataset format

0.1.0 (2021-03-11)

  • First release on PyPI.