Prediction for 25.07.2022 is downwards.

Another correct prediction, currently standing at 5/5 accuracy predicting direction of daily closing candles.

I will not be able to run the system for tomorrow, so the next forecast will be for Monday, 25th.

Prediction for 23.07.2022 is downwards.

It is machine learning system. Machine learning is a subset of AI. I'm not using any technical indicators or macro-economic indicators in the system.
It's using logic and algorithms from speech recognition engineering. Price is processed using various algorithms and then machine learns dependencies, patterns, basically learning how to predict it.

I will continue to post daily predictions. Let's see the result for e.g. 30 days.

Current standings:


Still can't append photo for some reason.

Let me break it down for you, as I'm not yet sure if your brain is not capable of understanding simple things or you are just here to cure your frustration from not having any knowledge about the topic.

When you train and test AI, you split the data into the training and test phase in the dataset. Test phase is where you test system performance. Then you can use that to predict the future.

I posted forecast on July 15th:



and then 3 days after I noticed I didnt made forecast but these predictions are the last 4 days in the TEST PHASE from dataset.



What you see here is prediction for the test phase, not the future dates you are so stubbornly trying to point as failed prediction. And I OPENLY said it was my mistake and it is not a FUTURE forecast.

And how many times I said in this thread I'm not trying to forecast exact prices, but the trend and direction, and somehow you failed to even read that.

After that I said also multiple times that I will forecast one day in advance until I fix multidays forecast, exactly what I am doing last 4 days. Because you can't read the thread, here's quotes of them for you.


Now take that, and compare it where market closed.

Once again, if you are going to notoriusly lie and take all the things out of context, please restrain yourself from commenting.
You have made cool joke, expressed your frustration and it is time to do that on the next thread, as it seems that's what are you doing in your life.

If you are somehow able to write intelligent comments like other guys here, I would be very happy to answer you.

Can you read properly?

This is what I wrote:

It was prediction in the test, not the future dates you said. I stated that in few posts. Why are u taking it out of context?



I meant on these daily predictions I post everyday.

If you are going to take everything out of context and just lie, I would like you to leave the thread.

Forecasting is a way to take gambling away from the markets. Yes, everyone can make predictions, but everyone will lose money and leave the market if they dont have tools or knowledge to forecast the market with decent accuracy.

Well, analysts are flawed beforehand, they have emotions, greed, they need to pay rent, eat, sleep, etc. That's why I built smart machine to do that. Of course market can change, hence my software is adaptive.


I'm not sure if you are familiar, but if you sell something you get money, and if you sell it a lot of times, you get rich. Crazy, huh?

Maybe it is dreamable for you to trade profitably and make a good predictions, for me it's reality. I predicted last 5 days closing candles in advance, what have you done in that time, except making 'trying to be funny' hamster trader posts.

Edit: well, look at that, today is also going to close as predicted, must be supersymmetry.

Prediction for 22.07.2022 is downwards.

Well, I understand your suspicious point of view, it is rightly justified. What I am doing right now is forecasting, as you probably saw, predicting next day in advance. Someone using RSI or whatever technical analysis can't do it, simply because these tools are lagging, they tell you something after the fact. If you followed forecasts for the last try days I posted, you could make 10% by simple trading in the direction of prediction, but how you trade and manage the risk is out of scope of forecasts I provide. You are welcome to follow forecasts, it started good with 3 out of 3 days direction predicted, but we will see what real accuracy is after some statistically significant number of days/forecast e.g. 30, 50 and 100 days.

Prediction for 21.07.2022 is downwards again.

Forecast for 20.07.2022 is downwards.

Thats quite an interesting view you got there.
If you take a coin and flip it everytime and enter a trade, you should get ~50% correct trades, so where did you found 20%?
Could you elaborate why even most sophisticated AI would be performing worse than technical analysis or coin flip?

Okay let's test next day forecast for some time, I'll post daily predictions for the next day and make table to track the results. Will post in form of screenshot, so it is not editable after the fact.
Results will probably be worse than multi day prediction, but let's test it in real time.

Prediction for tomorrow 19.07.2022 is upwards.

Yes, that is just point of visualisation. Currently I can only do it for 1 day in advance until I fix recursive function for forecasting multiple days into the future.

For example, one day prediction for today:

I get standard OHLCV data from brokers or data vendors. In most cases it's free and clean.
I can't tell you much details, but image processing and in particular speech recognition problems are quite similar to financial markets.
If you are going to try to develop AI system for markets, take a look at speech recogntion algorithms, I'm quite sure that's the way to follow.

Not sure about creating site, but will post forecasts here, so we can evaluate performance.

Hi, thanks for the interest. Yes, when the predictions are done, they are converted back to prices. They may be close to actual values, but they stand as the trend.
So for the 100% correlation, I meant trend, or directional accuracy prediction, not exact price values.

Like that quote.

Thanks everyone for questions and replies, if I miss to answer something, let me know.

I've made a mistake with predictions I posted. I've found there is some error in the code and function for future prediction is not working properly.
Basically what happened, model predicted the test data, not the future, so technically it was not a prediction.
Currently, I'm able just to post next day forecast, until I fix for the multi days function.

Take a look, predictions I posted and real price for the 4 predicted days; 100% correlation.

19937.01                              
19381.30
20040.58
20372.07

19970.56
19323.91
20212.07
20569.92



After training and predictions are made, it is converted back to prices for easier reading and interpretation. By no means it is predicting exact price, it will sometimes be very close, sometimes not.
What we are interested as traders is 'trend', hence I'm looking if the price will up or down.


Well, yes and no. To become rich with trading you need capital, either your personal or seeded one from investors. I'm trading my own money right now, as I have no guts to trade other people money.
Frankly, I would never sell the system; code and logic behind it, but information in sort of forecasts - why not?


That sounds very simple, but is far away from reality. Even if the forecasts are good, there is yet to build trading strategy and risk management framework for very profitable trading.
What do you mean by loan, raising money from investors or taking the loan from the banks?


I'm not selling anything, yet. I started thread to see opinions and sentiment on the topic - if there is good interest and I manage to provide good forecasts, then it is mutual benefit.
Yes, I'll post regular forecasts, when I finish fixing sequence prediction = more than one day into the future.


Loan from the crooked banks is a big no. Raising money from investors, maybe.
Well, sadly I was developing the system at the time of the fall. Would also like to test the performance in that period.

Finally done,

here's the forecast for the next 4 days.

19937.01 19381.303 20040.582 20372.076

So basically, price will drop today(depending in what time zone you are), and recover a little bit in the last two days of prediction.
Weekend is coming, so there will not be much volatility, next good forecast will be done on Sunday for the following week.

Currently I'm running training to obtain prediction for the next 5 days. It takes a lot of resources and it will be finished in approx. 1 hour.
Will post predictions here after it is done. Currently, there is next day prediction and 5 days ahead.

To get predictions for hours or minutes, it takes 50x amount of time as there is more data for training and processing. I will have to update my GPU to multiple TITAN RTX GPUs to do that.

Perfectly understandable. One of the reasons I started thread.
It just baffles me that people are renaming and reselling free indicators for thousands of dollars, not to mention selling phony signals created using strategy from 1st Google page.

Hi palle11,

I've tried to append images to the post, using correct bb code, but it doesn't work. Seems there is some restriction for new accounts.

Let me clarify. This is not an indicator, like moving average, RSI or any other lagging indicator.
What you see on chart is 'prediction' for last 100 days.
Model was trained, and last 100 days were used as test for verification of performance - orange line is prediction and blue one is actual price.

It is predictive model that outputs forecast for x amount of days into the future, it doesn't smooth and recalculate price like moving average, etc.