Changelog

This changelog was inspired by the keep-a-changelog project and follows semantic versioning.

[1.2.1] - 2023-09-06

Changed

(#cf35c3) fixes minimum python version to be python>=3.9

[1.2.0] - 2023-09-06

Added

(#61730d, #224995, #331fc0) adds support for macOS MPS devices and updates outdated numpy/sklearn code - thanks to @d-jiao
(#c48016, #2fe517, #c965b1, #5578ca, #5b0d85) adds security guidelines and request templates

Changed

(#331fc0) updates actions pipeline, supported python versions and internal dependencies to the latest available like torch, gensim, among others. Support for python<=3.8 was dropped as a result. Numerous security vulnerabilities were solved

[1.1.0] - 2023-09-05

Added

(#3f27ee) adds transform method
(#f98f3f) adds example jupyter notebook
(#683bec) adds contributing and conduct guidelines

Changed

(#f98f3f, #c918a4) updates documentation

[1.0.2] - 2021-06-23

Changed

deactivates debug mode by default
documents get_most_similar_words method

[1.0.1] - 2021-02-15

Changed

optimizes original word2vec TXT file input for model training
updates README.md

[1.0.0] - 2021-02-15

Added

adds support for original word2vec pretrained embeddings files on both formats (BIN/TXT)

Changed

optimizes handling of gensim's word2vec mapping file for better memory usage

[0.1.1] - 2021-02-01

Added

support for python 3.6

[0.1.0] - 2021-02-01

Added

ETM training with partially tested support for original ETM features.
ETM corpus preprocessing scripts - including word2vec embeddings training - adapted from the original code.
adds methods to retrieve document-topic and topic-word probability distributions from the trained model.
adds docstrings for tested API methods.
adds unit and integration tests for ETM and preprocessing scripts.