History

1.5.3 (2020-11-03)

adding support for Windows encoding by defaulting file load to UTF-8

1.5.2 (2020-11-03)

updated sentence-transformers version to 0.3.6
beta support for model saving and loading
new evaluation metrics based on coherence

1.5.0 (2020-09-14)

Introduced a method to predict the topics for a set of documents (supports multiple sampling to reduce variation)
Adding some features to bert embeddings creation like increased batch size and progress bar
Supporting training directly from lists without the need to deal with files
Adding a simple quick preprocessing pipeline

1.4.3 (2020-09-03)

Updating sentence-transformers package to avoid errors

1.4.2 (2020-08-04)

Changed the encoding on file load for the SBERT embedding function

1.4.1 (2020-08-04)

Fixed bug over sparse matrices

1.4.0 (2020-08-01)

New feature handling sparse bow for optimized processing
New method to return topic distributions for words

1.0.0 (2020-04-05)

Released models with the main features implemented

0.1.0 (2020-04-04)

First release on PyPI.