Embedded-topic-model

Changed

- ([cf35c3](https://github.com/lffloyd/embedded-topic-model/commit/cf35c3)) fixes minimum python version to be `python>=3.9`

Added

- ([61730d](https://github.com/lffloyd/embedded-topic-model/commit/61730d), [#224995](https://github.com/lffloyd/embedded-topic-model/commit/224995), [#331fc0](https://github.com/lffloyd/embedded-topic-model/commit/331fc0)) adds support for macOS MPS devices and updates outdated `numpy`/`sklearn` code - thanks to [d-jiao](https://github.com/d-jiao)
- ([c48016](https://github.com/lffloyd/embedded-topic-model/commit/c48016), [#2fe517](https://github.com/lffloyd/embedded-topic-model/commit/2fe517), [#c965b1](https://github.com/lffloyd/embedded-topic-model/commit/c965b1), [#5578ca](https://github.com/lffloyd/embedded-topic-model/commit/5578ca), [#5b0d85](https://github.com/lffloyd/embedded-topic-model/commit/5b0d85)) adds security guidelines and request templates

Changed

- ([331fc0](https://github.com/lffloyd/embedded-topic-model/commit/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

Added

- ([3f27ee](https://github.com/lffloyd/embedded-topic-model/commit/3f27ee)) adds `transform` method
- ([f98f3f](https://github.com/lffloyd/embedded-topic-model/commit/f98f3f)) adds example jupyter notebook
- ([683bec](https://github.com/lffloyd/embedded-topic-model/commit/683bec)) adds contributing and conduct guidelines

Changed

- ([f98f3f](https://github.com/lffloyd/embedded-topic-model/commit/f98f3f), [#c918a4](https://github.com/lffloyd/embedded-topic-model/commit/c918a4)) updates documentation

Changed

- deactivates debug mode by default
- documents get_most_similar_words method

Changed

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

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