Vasiliy Alekseev

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@karelin Thanks! We will update the notebook.

@karelin Thank you for the info! Seems we really do have some problems with the availability of the datasets :sweat_smile: I'll let you know when we fix it.

@karelin Well, it took us pretty a while to get it done) but the datasets should be available now: `demo_data = load_dataset('postnauka')` should work. It would be great to hear...

off-topic (although not quite): BaseModel has TODO in `_fit`'s docstring for `dataset_trainable` ![base_fit](https://user-images.githubusercontent.com/15067981/82766747-12d53880-9e2a-11ea-8212-430fef40f1f2.png)

Exactly! The owls are not what they seem. Corrected!

> First, _fit is "protected" method, meaning we do not guarantee that it should work nice and easy for the user and that everything will work Ok, but it doesn't...

Let me break into the discussion and say a couple of words in defense of *main modality* :) This is not imho about equal weights or something. Topic modeling is...

Well... yees... Ok. Then it should be clearly stated in the docstring that currently Dataset provides *no way* to modify the contents of a text collection (changing document/renaming document/adding modality/...)....