Machine learning in trading: theory, models, practice and algo-trading - page 530

[Ivan Negreshniy]

Maxim Dmitrievsky:

Suppose we have a more or less stationary BP and have its frequency decomposition. Question: what is better for the model - 1 feature or 5, and why?

If you happen to have such decomposition and it is correct and reversible, then increasing the number of features for the model is only good and increases its flexibility.

[Maxim Dmitrievsky]

Ivan Negreshniy:
Well, if you happen to have such decomposition and it is correct and reversible, then increasing the number of features for the model only benefits and increases its flexibility, the main thing is that the MO tools do not get pumped up, by the way now there are new, progressive neural networks that make deep learning achievements at a higher rate.

Well, + the most noisy elements removed. And what are the ns, what are they called? and what about xgboost, do they make it too? )

[Alexander Ivanov]

there is a training of water ..... so that it "remembers" and leaks itself

[Ivan Negreshniy]

Maxim Dmitrievsky:

Well + the noisiest elements removed. And what are the ns, what are they called? and what about xgboost, do they make it too? )

This is a new yet little-known n-network architecture, without any gradient descents, everything is primitively simple, just like the brain of the above mentioned comrade).

[Maxim Dmitrievsky]

Ivan Negreshniy:
This is a new yet little-known n-network architecture, without any gradient descents, everything is primitively simple, like the brain of the above mentioned comrade).

Where to read? I can't even find anything to google.

here are all the options https://tproger.ru/translations/neural-network-zoo-2/

[Ivan Negreshniy]

Maxim Dmitrievsky:

Where to read? I can't even find anything to google.

it seems that all options are here https://tproger.ru/translations/neural-network-zoo-2/

not much is written about it in the public domain, but research is underway https://creatime.me/MediaLibrary/Zanimatelno/NovayaEra

[Renat Akhtyamov]

Yuriy Asaulenko:
I believe that the daytime will be even better. Judging by the model and preliminary debugging runs. But it is too early to say anything, of course.

How is it going?

[Yuriy Asaulenko]

Renat Akhtyamov:
How's it going?

The flight is normal. I'll be fine-tuning it for real deals, but I don't have time yet.

[Dmitriy Skub]

Ivan Negreshniy:

not much is written about it in the public domain, but research is going on https://creatime.me/MediaLibrary/Zanimatelno/NovayaEra

Some kind of fairy tale description) Although, it happens. The implementation, it seems, we will not see in the public domain.

[Maxim Dmitrievsky]

Ivan Negreshniy:

not much is written about it in the public domain, but research is going on https://creatime.me/MediaLibrary/Zanimatelno/NovayaEra

ah, well, there are no libraries yet... I can't write them myself)