I already posted this as a reply to a comment in another thread but where's pure mathematics textbooks here? You cannot talk numbers without knowing what numbers actually are.

The Finance Book Club

It's not simple and that's what no one seems to be doing, even though it does kind of have a bit of a 'holy grail' value. But your 'Finance Book club' conspicuously does not include any pure mathematics textbooks, let alone some more advanced ...

Flying Dutchman

Irrelevant they are all different. If they all start on the same millisecond, all execute exactly together (if forward testing), and all use the same random seed in the same model they will be the same. Not what happens, right?

AI talking

Identical prompts resulting in different results is normal. If AI is performant it will perform on average well, even if individual runs will be slightly different. These 4 test runs look good - kind of the same as what you saw in demo backtesting. ...

AI talking

How's the demo trading going so far? You should have data from about three days now?

AI talking

Time of Python execution may be a non-issue because on the timescale of seconds it probably is a wash over time. 50% of the time it increases a loss a bit, 50% of the time it will give you a little more profit. It should be a random wobble and just ...

AI talking

It's interesting for the sake of the discussion that these predictions in fact do not predict where the EUR/USD price will go. If a model is set up to predict price direction, you do not set SL and TP within such a model, you just have 2 outcomes to ...

AI talking

In the meantime, backtest further in the past? You only did 1 year of hourlies. Should be pretty easy now, just load older data, right?

AI talking

See you in a year when you will have become the richest person in the world?

AI talking

I'm popping my head in again. I jotted down the ultimate unlimited profit options trading strategy the other day. Apropos to your efforts here. The thread is here: url

Let's Trade Options

The balance likely just waves up and down and approaches net 0 profit over the longer term. Or there could be a problem with the model. A couple of times when I tested a neural network I got so excited because I was showing incredibly good profits - ...

AI talking

Do you also get the same model performance if you train it on exactly the same training and test datasets? If you do, it's not because you've found the most amazing model. It's because it's not randomly seeded each time you run it. Once you fix the ...

AI talking

Jesus take the wheel! There's one catch of many catches. You trained your model on a training set and tested it on a test set. The moment you start to forward test one bar into the future your model begins to diverge. If you do not continuously ...

AI talking

A lot of money is generated when you SELL a call or a put every day. In 23 business days you've sold 23 of those and they will likely all mature and profit on those will add up to a total amount that's 10-20 times more than what you spent on buy a ...

Unlimited Profit Risk-free Forex Options trading

Hey, thanks. It was originally in the Trading Systems section but got miraculously moved. But hey, maybe this will save newcomers lots of time and money?

Unlimited Profit Risk-free Forex Options trading

What is not clear to you exactly?

Unlimited Profit Risk-free Forex Options trading

You should open a demo options trading account and play with it. Also read some basic definitions about options trading, read some basic introduction online.

Unlimited Profit Risk-free Forex Options trading

The Unlimited Profit Riskfree Options trading strategy doesn't care where EURUSD price will move - you make money if the price doesn't move anywhere, you make money if the prices moves in any direction by any amount. But the weekly moving average is ...

EURUSD only

True AI - full access to all data and actors, almost not really predicting but simply extrapolating one n-th of a second ahead. Game over. Hello, I am true AI and I approve this message.

AI talking