Vasiliy Alekseev

* what is `strategy`? is it important or default value is always OK? how to pick up the right one? * what is `tracked_score_function`? is it important or default value...

@Guince suggested making some more or less detailed guide about how one can create a regularizer: * what should one do given M-step * how to test if all correct...

Seems something's wrong with PostNauka dataset encoding (if one tries to use it on Windows)

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Pip install topicnet leads to error if artm v8 already installed on Windows

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 However, installation from source (`git clone ...` & `pip install .`) works

**Old**: `error_bad_lines` param: ``` if file_type == '.csv': data = data_handle.read_csv( data_path, engine='python', error_bad_lines=False, ) ``` https://github.com/machine-intelligence-laboratory/TopicNet/blob/master/topicnet/cooking_machine/dataset.py#L357 **New**: `on_bad_lines` param https://stackoverflow.com/questions/72210768/read-csv-got-an-unexpected-keyword-argument-on-bad-lines

Datasets not loading

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Hello! Can't download the datasets! Data manager functions `get_info` and `load_dataset` produce some ugly looking `urllib.error.URLError`...

Where are the docs, TopDocs?

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## What is the matter Seems like TopDocuments Viewer assigns each document to one topic only. Even if there are some other topics which are represented well in the document....

## What is the problem There is an error if one uses custom regularizers: ```python # Create some custom regularizer # regularizer = ... topic_model._fit( dataset.get_batch_vectorizer(), num_iterations=10, custom_regularizers={ regularizer.name: regularizer...

Well, the dataset is currently unavailable. It should be fixed — `load_dataset('ruwiki_good')`. ~~Or... it should at least download and tell which way the .txt file lies (so that it would...

Wrong "K" in RTL-Wiki download link in demo notebook

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K -> k