Using AI For Optimizing Strategies In Python

In this video, I will take the algo trading strategy from my previous video and improve its parameters using the genetic algorithm, which Jesse's optimization mode uses.

I will also show you the before and after results.

[cryptosleuth]

Huge fan brother, please don't stop what you're doing. This is hands down the best framework on the market right now and ur absolutely killing it

[host-logic]

I'm new to coding but this speaks to me in a way like never before.. I'm just a truck driver that trades on the side with dreams you make me want to learn and create

[georgio-tmug]

Really awesome content! Thank you, Saleh!
These videos keep getting better and better

[timk.]

Hey, I really like these videos. I hope that after the "getting started" stuff (important), you can discuss some advanced topics (combining different strategies, maybe a gridbot example as it is popular on platforms). Introducing indicators and giving your perspective on them from an algo-trading side seems also very interesting to me.

[jalmood]

Wow, this is amazing! I used to think optimization was challenging until I watched your video.

[SandervanderHave]

Once again, great video. I like how Jesse automatically creates a training and testing period. Very interesting how you add the validation period to your workflow. Couldn't you automate that too? If those numbers are added to the iterations overview, you have a nice overview!

[BovineJoni]

Very helpful insight into the optimization mode! Thanks!

[MundoJogador]

Some insight from a ML Engineer:
The fitness function should reflect how well the individual performs as much as possible.
If the individual ranked #1 is not the best one, it’s likely that the wrong individuals are being chosen to breed during the evolution epochs.
Ofc, no fitness function is ever perfect but there might be value to diving deeper into it’s definition

[vuela.programming]

This part of app need a video. thanks for it

[SpmSmulders]

Lost track for a while. But with these last videos complete back into search for a profitable stable strategy.

[gotoslovakia]

It would be great if you make a video about Jesse's interactive charts. Because for it's not very informative - sometimes there is buy and sell marks on the same candle and it's not clear what was firs. Or the other situation - two buy marks on after other - what does this mean? It's buy to close previous short position and then open new long or it's two longs?
And yes, trades table would be very helpful.

[cwza]

Didn't realize that you could use float in hyperparameters now, is there a step size? or default to 0.1

[gotoslovakia]

I tried to do the same as you in this video but Optimization page is freezing. I can only se 0% and Please wait but no results in the left side. I can see that it runs by opening debugging log and the are always new lines but still nothing in the gui.
And it already runs more than 12 hours. I have m1 macbook pro with 8 cores and I allowed to use 6.
Can you help somehow?