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Published article Нейросети в трейдинге: Superpoint Transformer (SPFormer)

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Friends! What we see on the price charts as a trend is often not a trend, but arises as a result of the imposition of a large number of unidirectional price jumps, i.e. is a purely random occurrence. Such pseudo-trends especially often occur on small timeframes, where the level of noise is very high against the background of a weak regular price movement. And you can win on such random false trends only by chance. Therefore, following such false trends, as a rule, leads to losses. My indicators were designed to filter out such noise, which is not an easy task. For more information about this phenomenon and how to identify it, see the blog «True and illusory currency market trends” https://www.mql5.com/en/blogs/post/740838

Probability distribution PRO
Indicator is used for:
1. defining price probability distributions. This allows for a detailed representation of the channel and its borders and forecast the probability of a price appearing at each segment of its fluctuations;
2. defining the channel change moment.
✔️The algorithms of this indicator are unique and developed by their author
Probability distribution PRO https://www.mql5.com/en/market/product/41174

Signal Envelopes
The Signal Envelopes indicator uses the robust filtering method based on: (1) the moving median Buff0 = < Median> = (Max {x} + Min {x}) / 2 and (2) the averaging algorithm developed by the author Buff1 = <( ) ^ (- 3)> * ( ) ^ 4 based on the moving median. The Signal Envelopes indicator allows you to most accurately and with the minimum possible delay set the beginning of a new trend. The Signal Envelopes indicator can be used both for trading according to scalper strategies, and when using long-term trading strategies.
✔️The indicator has all kinds of alerts.
✔️ The indicator does not redraw
✔️The algorithms of this indicator are unique and developed by their author
https://www.mql5.com/en/market/product/46593

Signal Channel
The Signal Channel indicator uses a robust filtering method based on two moving medians applicable to the High and Low prices, i.e. the lines and , where <..> is the sign of linear averaging, which are shifted by certain values in an uptrend and by opposite values in a downtrend, which allows you to get a narrow channel, approximately outlining each bar. Sharp kinks of the lines of such a channel allow the most accurate and minimal possible delay to establish the beginning of a new trend movement. The possible change in the direction of the trend is also indicated by sharp narrowing of the channel lines, which, in fact, is expressed by the fall in volatility. The indicator also has an additional filtering function, upon activation of which the signal is identified only after a decrease in volatility, which makes the indicator more reliable. In addition to the main channel, inside which the most probable price fluctuations occur, an auxiliary channel is built (in dashed lines), beyond the borders of which the price does not go anymore, which serves to set stoplosses on it.
✔️ The Signal Channel indicator can be used both for trading according to scalper strategies, and when using long-term trading strategies.
✔️ It has built-in management
✔️ The indicator has all types of alerts.
✔️ The indicator does not redraw.
✔️ One of the best indicators with optimal market noise filtering.
Signal Channel https://www.mql5.com/en/market/product/50988

R FACTOR Essential Strategies with Proprietary Dynamic Portfolio Management System

https://www.mql5.com/pt/market/product/118885

After many years of the first R Factor release and its continue portfolio growth with several strategies added every year and hundreds of possible parameters to be explored, it was time to bring some of its essential strategies back to the game.

This version contains some of the oldest and time proven strategies: The Night Mean Reversal, The Breakout and The Weekend Trading strategies. All of them with years of live results showing how it performs in different market conditions in real life. There is nothing to hide and no fancy things. Check the live results of each strategy and see for yourself:


https://www.mql5.com/en/signals/743742

https://www.mql5.com/en/signals/1543577

https://www.mql5.com/en/signals/1454074


One the things that make R Factor unique is its proprietary dynamic portfolio management system that works like a natural selection of the best pairs for each strategy as the time passes. It was inspired by Kelly Criterion management, which automatically adds more weight to the winning pairs, while lessening the impact of losses by losing pairs in the period.

Therefore, according to the developed R Factor algorithm, the winning pairs grow in the portfolio independently, pulling more weight and responsibility over the global portfolio, thus increasing the potential current and future gains, while the losing pairs have their significance and impact on profits reduced. This of course tends to increase the volatility of the portfolio, however the potential profit that is achieved makes the equation much more favorable to take greater risks and consequently greater gains.

To achieve a good performance, we highly recommend the use of brokers with very low spreads and fair commission. PM me for recommendations.



Top Characteristics of the R Factor Essential Strategies:

- One Chart Setup for The Night Mean Reversal and The Weekend strategies

- Defined Stop Loss and Dynamic Take Profit on all trades

- Just One trade per pair at a time. No Averaging, No Martingale.

- Dynamically portfolio balance proprietary algorithm that changes the weight and responsibility of each pair

- Intelligent Trade Exit System

- More than 3 years live proved algorithm

- Low starting capital required (starting at 30 USD for one pair or 100 USD for the complete portfolio w/ 12 pairs)

Absolute Bands FREE https://www.mql5.com/en/market/product/33826
The Absolute Bands indicator is reminiscent of the Bollinger Bands indicator with its appearance and functions, but only more effective for trading due to the significantly smaller number of false signals issued to them. This effectiveness of the Absolute Bands indicator is due to its robust nature.
✔️ One of the best indicators with optimal market noise filtering.
Author Aleksey Ivanov https://www.mql5.com/en/users/60000382