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Train, evaluate, and use different unsupervised topic modelling algorithms using a RESTful API.

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the demo website referenced in the README.md (http://hyperted.eurecom.fr/topic) is down, will it be back or should the link just be removed?

bug

Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 2.5.0 to 2.11.1. Release notes Sourced from tensorflow's releases. TensorFlow 2.11.1 Release 2.11.1 Note: TensorFlow 2.10 was the last TensorFlow release that supported GPU on native-Windows. Starting...

dependencies

The README mentions that a set of pre-trained models (without further details) are available at https://www.dropbox.com/sh/sc0ffz1sig3ii5b/AAAWlM4DMpWMy2MN3CGKbWjwa?dl=0 while this dropbox link is no longer valid. We should archive the pre-trained models...

documentation

- [ ] Top2Vec: https://arxiv.org/abs/2008.09470 with github at https://github.com/ddangelov/Top2Vec and REST API https://github.com/ddangelov/RESTful-Top2Vec - [ ] BERTopic: https://github.com/MaartenGr/BERTopic

enhancement

Ok basically LFTM uses gloves embeddings, when available, stripping out the words that are not included in the preprocessed embedding. When a line does not include any word in the...

bug

The preprocessing function -which takes up some times before every training step- can be trivially parallelized.

enhancement