Machine learning in trading: theory, models, practice and algo-trading - page 2620
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there's a ready-made
https://github.com/fernandodelacalle/adv-financial-ml-marcos-exercises
What is there to count? 200 models in 5 minutes can be trained on a mac, it's like Intel 9
I don't care if there are a thousand models, if they look at the last 10 candles it's useless, even if it's GPT-3 with all its guts.
The generator is there, the implementation is missing and the power ...
No matter how many models there are, if they look at the last 10 candles, it's useless, even if it's GPT-3 with all the guts.
There's a generator, there's no implementation and there's no power...
You can change signs in the process of learning, depending on the conditions.
it won't work, it's primitive...
No matter how many feathers you stick in a hedgehog, it won't become a bird.
There's only one way to do it: by learning the rules.
The rules aren't the ones in Forrests and Boosts, like X>0.1 & X2<0.003... they are approximating rules, they are as useless as any regression, it works only for table data, not for us
And rules called knowledge, event-driven rules, with the ability to be unrelated to indexes
event1...... event2...... event3.....
event1................event2...................event3
event1.event2......event3.
an event is a lower-order rule
a significant sequence of events is a full-fledged rule
a pool of complete rules is a TS.
This is the only algorithm you can use to reveal the TC of people on the market, and no other
Automatically generate and check full-fledged rules convenient "grammatic regression", it's an algorithm which uses a genetic algorithm to essentially write the code itself
Believe it or not, if you keep trading, you will come to this, it's just a matter of time.
it won't work, it's primitive...
No matter how many feathers you stick in a hedgehog, it won't become a bird.
There's only one way to do it: by learning the rules.
The rules aren't the ones in Forrests and Boosts, like X>0.1 & X2<0.003... they are approximating rules, they are as useless as any regression, it works only for table data, not for us
And rules called knowledge, event-driven rules, with the ability to be unrelated to indexes
event1...... event2...... event3.....
event1................event2...................event3
event1.event2......event3.
an event is a lower-order rule
a significant sequence of events is a full-fledged rule
a pool of complete rules is a TS.
This is the only algorithm you can use to reveal the TC of people on the market, and no other
Automatically generate and check full-fledged rules is convenient "grammatic regression", it's an algorithm which uses a genetic algorithm to write the code itself
Believe it or not, if you keep trading, you will come to this, it's a matter of time.
If I understand correctly, it's quite a strong idea. About the "how" part, I just don't get the idea. You can bruteforce - like different sizes of windows, you mark what is called here the events. Then I have to somehow move it from the space of different windows to the space of events. I haven't tried it before, maybe it's not so hard in terms of calculations.
it doesn't work, it's primitive...
No matter how many feathers you stick in a hedgehog, it won't become a bird.
There's only one way to do it: by learning the rules.
The rules aren't the ones in Forrests and Boosts, like X>0.1 & X2<0.003... they are approximating rules, they are as useless as any regression, it works only for table data, not for us
And rules called knowledge, event-driven rules, with the ability to be unrelated to indexes
event1...... event2...... event3.....
event1................event2...................event3
event1.event2......event3.
an event is a lower-order rule
a significant sequence of events is a full-fledged rule
a pool of full-fledged rules is a TS.
This is the only algorithm you can use to reveal the TC of people on the market, and no other
Automatically generate and check full-fledged rules is convenient "grammatic regression", it's an algorithm which, using a genetic algorithm, writes the code itself
Believe it or not, if you keep trading, you will come to this, it's just a matter of time.
So what are the rules to bind to, generate what? Just throw in a few examples, I'll pencil you in.
I'll let you know how I see the rule generation later. I'm getting a little bombarded here.