Machine learning in trading: theory, models, practice and algo-trading - page 3714

[Renat Fatkhullin]

Does anyone use a lot of new OpenBLAS maths functions in MQL5?

[[Deleted]]

A neural network without context is like a promptus without brains

[Aleksey Vyazmikin]

Renat Fatkhullin #:
Does anyone use a lot of new OpenBLAS maths functions in MQL5?

I think there are not many people on the forum with a deep understanding of such mathematical tools.

We need popularisation, clearly proving the usefulness of such tools, where and how to use them.

[Renat Fatkhullin]

Aleksey Vyazmikin #:

I don't think there are many people on the forum with a deep understanding of such mathematical tools.

What is needed is popularisation, clearly proving the usefulness of such tools, where and how to use them.

Yes, the topic is huge and important - it provides the building blocks for constructing complex mathematical solutions. For our part, we have written extensive documentation on it.

It will be of great benefit to the community and its development if there are those willing to write single or series of articles on this topic. We pay for articles and translate them into other languages.

Here is one of the articles about SSA (its methods are already available in MQL5 OpenBLAS): https: //www.mql5.com/ru/articles/17845.

[Gamuchirai Zororo Ndawana]

Renat Fatkhullin #:
Does anyone use a lot of new OpenBLAS maths functions in MQL5?

Hello Renat.

I've started a series of articles aiming to demonstrate the value of OpenBlas.

I've included a link to my first article on OpenBlas here:

https://www.mql5.com/en/articles/18873

There's more on the way.

[[Deleted]]

The main problem, as always, is to get this cart rolling on new nonstationary data. In this respect, spectral analysis neither adds nor takes away anything with respect to, for example, simple features in MO. The same sets of muwings will work just as well.

[[Deleted]]

Bot according to the article, over the last couple of weeks on AUDCAD, +70% on one of the accounts. One of the most successful ML algorithms.

[[Deleted]]

Maxim Dmitrievsky #:

Bot according to the article, over the last couple of weeks on AUDCAD, +70% on one of the accounts. One of the most successful ML algorithms.

There was also a modification on singular decomposition (for markup), did not show any special advantages.

[[Deleted]]

All bot history on another account, did not trade in winter-spring

[Maxim Kuznetsov]

Maxim Dmitrievsky #:

The whole history of the bot on the other_account, did not trade in winter-spring

and now it's possible to do that ? ;-) some people got "iron tsih with nails" for another account.

or does it mean some other account, different from some other account that was on the screenshots before?