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Interface for easier topic modelling.

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!pip install topicnet TopicNet in /usr/local/lib/python3.7/dist-packages (0.8.0) ` %%time enable_hide_warnings() models = decorrelating_cube(topic_model, dataset) # TODO: nice cube output? ------------------------------------------------------------------------------------------ To toggle on/off output_stderr, click [here](javascript:code_toggle_err()). /usr/local/lib/python3.7/dist-packages/dill/_dill.py:1845: PicklingWarning: Cannot locate...

K -> k ![Screenshot_2024-03-15_22-01-29](https://github.com/machine-intelligence-laboratory/TopicNet/assets/15067981/f40a866f-7bff-4fcf-b3fa-21d98d43e60a)

bug
documentation
wontfix

Probably it would be good to add reference to the BigARTM tutorial by [Murat Apishev](https://github.com/MelLain): https://youtu.be/AIN00vWOJGw.

documentation

Add note in README about TopicNet on HuggingFace: https://huggingface.co/TopicNet.

documentation

* Datasets: update for newer pandas * Thetaless: update for newer artm or something

Currently, seems like only [bigartm9](https://pypi.org/project/bigartm) is generally used in tests. Ideally, TopicNet should also be tested with [bigartm10](https://pypi.org/project/bigartm10). If somebody will run TopicNet's tests for whatever reason, they should keep...

wontfix
discuss

Related https://github.com/machine-intelligence-laboratory/TopicNet/pull/110. P.S. For the new TopicNet release?.. Maybe... Someday... 🎈

wontfix

Bumps [scikit-learn](https://github.com/scikit-learn/scikit-learn) from 1.3.2 to 1.5.0. Release notes Sourced from scikit-learn's releases. Scikit-learn 1.5.0 We're happy to announce the 1.5.0 release. You can read the release highlights under https://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_5_0.html and...

dependencies

Builds stop running. Travis: ![image](https://github.com/user-attachments/assets/443409ac-f834-468b-958c-d248b1c8945f) Codecov: ![image](https://github.com/user-attachments/assets/0c314caf-c4c6-4afc-a5ee-a0977b9a5dda) Related: https://github.com/machine-intelligence-laboratory/TopicNet/pull/99.

bug
wontfix