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Neural Predictor MT4

2
The indicator refers to the means of probabilistic analysis.
Prediction is performed by the Monte Carlo method together with a mathematical model of a neuron.
But, the modeling of samples for this method is made not artificially, but comes from the original "nature", that is, from history.
The number of samples and the detail of their modeling is achieved using the lower (relative current) timeframe.


Indicator algorithm :


In general terms, the algorithm boils down to the fact that the indicator is trained on the history of cause-samples and effect-samples, forming a kind of cumulative effect-sample, that is, a forecast.
Next the generated forecast is checked for its expressed tendency, and if it satisfies, then this forecast can be taken into account.
At the same time, the forecast candles are repainted in a different color, and the price levels recommended for placement stop-loss and take-profit also appear.

As an expected result in case of a correct forecast - a profitable deal brings several shares of profit.
As an expected result in case of an incorrect forecast - an unprofitable deal brings only one share of loss.

The frequency of full recalculation/retraining is equal to the frequency of the lower timeframe, which is assigned automatically, or can be selected arbitrarily via the input variable.
The duration of the learning history is also set via the input variable, and the very limitation of this duration excludes the effect of overtraining.


Usage strategy :


The opening of a trading position is carried out according to the forecast, which is displayed by yellow candles.
If a trading position has closed at stop-loss, but the previous forecast continues to exist, then you just need to open a position again.
You should hold an opened trading position no longer than the duration of the forecast, that is, no longer than the ForecastDuration distance (see below).

Use this product only as an auxiliary tool of your trading strategy.
In other words, it is not recommended to use this product as a single strategy.


Input variables :


HistoryDuration - the distance learning history, is set by the number of candles of the current timeframe, if the value is set to zero it is assigned automatically.
MovingSampleDuration - the size (duration) of samples, is set by the number of candles of the current timeframe, if the value is set to zero it is assigned automatically.
ForecastDuration - the size (duration) of forecast, is set by the number of candles of the current timeframe, if the value is set to zero it is assigned automatically.
ForecastRangeMultiplier - the multiplier for the forecast amplitude.
ForecastAcceptableTendency - the value of acceptable forecast tendency, is set in ATR-s.
AverageRangeDuration - the period for calculating the ATR value, is set by the number of candles of the current timeframe, if the value is set to zero it is automatically assigned to HistoryDuration.
AverageRangeMultiplier - the multiplier for the ATR value.
ChartMessage - enabling/disabling the message on the chart window.
AlertMessage - enabling/disabling the alert message about the forecast acceptability.
PushMessage - enabling/disabling the push message about the forecast acceptability.
LowerTimeframe - lower timeframe.
VolumesType - volumes type.

The other input variables relate to the color settings and its purpose is clear from its name.


Indicator buffers :


PredictedHighValues - high price values of predicted candles.
PredictedLowValues - low price values of predicted candles.
PredictedOpenValues - open price values of predicted candles.
PredictedCloseValues - close price values of predicted candles.
PredictedVolumeValues - volume column values of predicted candles.

The indicator buffers are not displayed on the chart (the default color is None), because they are intended only when the indicator is called from the outside.
The example code for calling the indicator and checking the acceptability of the forecast tendency value is attached on the "Comments" tab.


Note :


The screenshots show the engineering version of the product in the form of an indicator for the subwindow.

The final version of the product is made in the form of an indicator for the main window and displays only predicted candles.



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Der Precision Index Oscillator (Pi-Osc) von Roger Medcalf von Precision Trading Systems Version 2 wurde sorgfältig neu codiert, um extrem schnell auf Ihrem Chart geladen zu werden, und es wurden einige andere technische Verbesserungen eingearbeitet, um die Erfahrung zu verbessern. Pi-Osc wurde entwickelt, um genaue Handelstimingsignale bereitzustellen, die darauf abzielen, extreme Erschöpfungspunkte zu finden, an die die Märkte gezwungen werden, um einfach die Stops aller herauszunehmen.
Welcome to the world of SMC (Smart Money Concepts) Trading, where we empower traders with the tools and knowledge to make smarter trading decisions. Our latest addition to our suite of trading tools is the SMC Trading Pro indicator, version 1.0. Key Features: Major Market Structure Identification with BODY break. Order Block must be in Major Swing ( not Small Swing ). Order Block with Fair Value Gap Detection. Order Block in Discount | Premium zone. Filter for only Bullish, Bearish or All Order
ZeusArrow Smart Liquidity Finder  Smart Liquidity Finder is Ai controlled indicator based on the Idea of Your SL is My Entry. It scan and draws the major Liquidity areas on chart partitioning them with Premium and Discount Zone and allows you find the best possible trading setups and help you decide the perfect entry price to avoid getting your Stop Loss hunted . Now no more confusion about when to enter and where to enter. Benefit from this one of it's kind trading tool powered by Ai an trade
A. Was ist A2SR ?   * Es ist ein führender technischer Indikator (kein Repaint, kein Verzögern). -- Orientierungshilfe : -- unter  https://www.mql5.com/en/blogs/post/734748/page4#comment_16532516 -- und  https://www.mql5.com/en/users/yohana/blog A2SR verfügt über eine spezielle Technik zur Bestimmung der Unterstützungsniveaus (Nachfrage) und des Widerstands (Angebot). Im Gegensatz zu der gewöhnlichen Methode, die wir im Internet gesehen haben, hat A2SR ein originelles Konzept zur Bestimmung d
Beast Super Signal
Dustin Vlok
4.76 (101)
Suchen Sie nach einem leistungsstarken Indikator für den Devisenhandel, der Ihnen dabei helfen kann, profitable Handelsmöglichkeiten mit Leichtigkeit zu erkennen? Suchen Sie nicht weiter als das Beast Super Signal. Dieser benutzerfreundliche trendbasierte Indikator überwacht kontinuierlich die Marktbedingungen, sucht nach neuen sich entwickelnden Trends oder springt auf bestehende Trends ein. Das Beast Super Signal gibt ein Kauf- oder Verkaufssignal, wenn alle internen Strategien aufeinander ab
GOLD Impulse with Alert
Bernhard Schweigert
4.56 (9)
Dieser Indikator ist eine hervorragende Kombination aus unseren 2 Produkten Advanced Currency IMPULSE with ALERT  +   Currency Strength Exotics . Es funktioniert für alle Zeitrahmen und zeigt grafisch Impulse der Stärke oder Schwäche für die 8 wichtigsten Währungen plus ein Symbol! Dieser Indikator ist darauf spezialisiert, die Beschleunigung der Währungsstärke für beliebige Symbole wie Gold, Exotische Paare, Rohstoffe, Indizes oder Futures anzuzeigen. Als erster seiner Art kann jedes Sym
FxBears Powers
Rachid Lafhil
3 (2)
️️ Attention:      The price will soon be raised to what it was before ($500).      No more losses with this indicator, test it for years ago and see if there is losses in one day results. but before testing it please see the explaining video down here.    FxBears Powers is working on all forex pairs, metals, commodities, futures, indices, energies, crypto, and everything...and on all timeframes from M1 to MN.   It's based on supply and demand zones, price action, and some internal indicators,
Volume by Price MT4
Brian Collard
4.71 (14)
The Volume by Price Indicator for MetaTrader 4 features Volume Profile and Market Profile TPO (Time Price Opportunity). Volume and TPO histogram bar and line charts. Volume Footprint charts. TPO letter and block marker collapsed and split structure charts. Session filtering and grouping. Static, dynamic and flexible range segmentation and compositing methods with relative and absolute visualizations. Graphical layering, positioning and styling options to suit the user's analytic and aesthetic n
norepaint buy sell indicator is norepaint indicator.and works all pairs and all timeframes. Indicator hold too long way to signals. And show major and minor cycles.and gives signals Minor cycles are indicating with x signs. Major cycles are indicating big arrows. So 5m chart and 15m chart more suitable For major cycles, 1 h and 4h chart suitable for minor cycles. using is wery simple ,it puts arrow on price probably buy sell arrows. thise indicator is suitable for beginner and experienced trader
Currency Strength Exotics
Bernhard Schweigert
4.88 (33)
Stärke von 8 Währungen plus EIN EXOTISCHES Paar oder Rohstoffe oder Indexe! Jedes Produkt kann als 9. Linie hinzugefügt werden. Fügen Sie Rohstoffe, Indexes oder exotische Währungen hinzu (Gold, Silber, Öl, DAX, US30, MXN, TRY, CNH ...). Eine neue noch nie dagewesene TRADING STRATEGIE  !!! Dieser Indikator ist einzigartig, weil wir eine Reihe von proprietäre Funktionen und neue Formeln eingebaut haben. Es funktioniert für alle Zeitrahmen. Basierend auf neuen zugrunde liegenden Algorithmen ist
Natürlich, hier ist die Übersetzung in Deutsch: Vorstellung des Astronomie-Indikators für MT4: Dein ultimativer himmlischer Trading-Begleiter Bist du bereit, deine Trading-Erfahrung auf himmlische Höhen zu heben? Suche nicht weiter als unseren revolutionären Astronomie-Indikator für MT4. Dieses innovative Tool übertrifft herkömmliche Trading-Indikatoren und nutzt komplexe Algorithmen, um dir unvergleichliche astronomische Einblicke und präzise Berechnungen zu bieten. Ein Universum an Information
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The balance of supply and demand is a simple and effective market analysis method. The supply and demand diagram can show you in advance, even before the trend reversal, where the supply ends and the demand is already emerging, where the demand ends and the supply is emerging, while substantially increasing the probability of making a deal in the right direction and with a high profit factor. Indicator Signals The indicator uses the price/volume values to generate signals: ED – excess demand.
Clusters Chart MT4
Evgeny Shevtsov
5 (5)
The indicator displays volume clusters or volume profiles to choose from. Input variables StepPoint  - cluster step in points, if the value is zero, the step is assigned automatically. AssociatedTimeframe  - binding the indicator to the specified timeframe of the chart, if the value is equal to Current, the indicator works on all timeframes. ClustersVolume  - volume in clusters: All  - all volume. Active  - active volume (which produced the price movement). ClustersAsDelta  - difference betw
Clusters Chart MT5
Evgeny Shevtsov
5 (7)
The indicator displays volume clusters or volume profiles to choose from. For trading symbols which contain the tape of deals, the indicator can perform calculations based on the tape of deals. Input variables StepPoint  - cluster step in points, if the value is zero, the step is assigned automatically. HistoryTicks  - size of tick history (for VolumeType in the mode TimeAndSales). AssociatedTimeframe  - binding the indicator to the specified timeframe of the chart, if the value is equal to
The utility refers to probabilistic analysis tools, in particular the Monte Carlo method. The Monte Carlo method is defined as the simulation of processes in purpose to evaluate their probabilistic characteristics and apply them to the solvable task. Operation features The simulation uses a tick model with the subsequent transformation to the candles form, as a model as close as possible to the real market process. The utility generates a stream of a random tick sequence until a result with th
The balance of supply and demand is a simple and effective market analysis method. The supply and demand diagram can show you in advance, even before the trend reversal, where the supply ends and the demand is already emerging, where the demand ends and the supply is emerging, while substantially increasing the probability of making a deal in the right direction and with a high profit factor. Indicator signals The indicator uses the price/volume values to generate signals: ED – excess demand.
The indicator refers to the means of probabilistic analysis. Prediction is performed by the Monte Carlo method together with a mathematical model of a neuron. But, the modeling of samples for this method is made not artificially, but comes from the original "nature", that is, from history. The number of samples and the detail of their modeling is achieved using the lower (relative current) timeframe. Indicator algorithm : In general terms, the algorithm boils down to the fact that the ind
AnyProfile MT4
Evgeny Shevtsov
5 (24)
Der Indikator zeigt auf dem Chart Marktprofile, an jedem beliebigen Ort, jeder beliebigen Dauer. Erstellen Sie ein Rechteck im Diagramm, und das Rechteck wird automatisch mit dem Profil gefüllt. Ändern Sie die Größe des Rechtecks oder verschieben Sie es - das Profil folgt automatisch den Änderungen. Merkmale des Indikators Die Steuerung des Indikators erfolgt direkt aus dem Diagrammfenster über die Schaltflächenleiste und die Felder für die Parametereingabe. In der unteren rechten
Cumulative Delta MT5
Evgeny Shevtsov
4.5 (60)
The indicator analyzes the volume scale and splits it into two components - seller volumes and buyer volumes, and also calculates the delta and cumulative delta. The indicator does not flicker or redraw, its calculation and plotting are performed fairly quickly, while using the data from the smaller (relative to the current) periods. The indicator operation modes can be switched using the Mode input variable: Buy - display only the buyer volumes. Sell - display only the seller volumes. BuySell -
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AnyProfile MT5
Evgeny Shevtsov
5 (17)
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Evgeny Shevtsov
4.2 (20)
The indicator displays the orders book, as well as increases its depth, remembering the location of orders that have gone beyond the current "window" view. Indicator capability Display the levels of open positions. Simulation of placing/cancelling/editing pending orders directly in the displayed orders book. Indicator features The orders book display works only on those trading symbols for which it is broadcast by the broker. To reset the information about the rows that were recorded in the
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Cumulative Delta MT4
Evgeny Shevtsov
4.69 (36)
The indicator analyzes the volume scale and splits it into two components - seller volumes and buyer volumes, and also calculates the delta and cumulative delta. The indicator does not flicker or redraw, its calculation and plotting are performed fairly quickly, while using the data from the smaller (relative to the current) periods. The indicator operation modes can be switched using the Mode input variable: Buy - display only the buyer volumes. Sell - display only the seller volumes. BuySell -
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BoxProfile MT5
Evgeny Shevtsov
4.56 (9)
The indicator displays volume profiles based on the nesting principle. Profiles periods are pre-set so that each subsequent profile has a length twice as long as the length of the previous profile. In addition to profiles, the indicator displays volume clusters sorted by color, depending on the volume they contain. Indicator operation features The indicator works on typical timeframes from M5 to MN, but for calculations uses historical data from smaller timeframes: M1 - for timeframes from M5
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5 (7)
The market is unfair if only because 10% of participants manage 90% of funds. An ordinary trader has slim changes to stand against these "vultures". This problem can be solved. You just need to be among these 10%, learn to predict their intentions and move with them. Volume is the only preemptive factor that faultlessly works on any timeframe and symbol. First, the volume appears and is accumulated, and only then the price moves. The price moves from one volume to another. Areas of volume accumu
BoxProfile MT4
Evgeny Shevtsov
4.81 (16)
The indicator displays volume profiles based on the nesting principle. Profiles periods are pre-set so that each subsequent profile has a length twice as long as the length of the previous profile. In addition to profiles, the indicator displays volume clusters sorted by color, depending on the volume they contain. Indicator operation features The indicator works on typical timeframes from M5 to MN, but for calculations uses historical data from smaller timeframes: M1 - for timeframes from M5
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BoxInside MT5
Evgeny Shevtsov
5 (4)
This indicator calculates the volume profile and places labels that correspond to the VAH, VAL and POC levels, for each candle individually. Indicator operation features The indicator works on the timeframes from M3 to MN, but it uses the history data of smaller periods: M1 - for periods from M3 to H1, M5 - for periods from H2 to H12, M30 - for the D1 period, H4 - for the W1 period, D1 - for the MN period. The color and location of the VAL, VAH and POC labels on the current candle are consider
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BoxInside MT4
Evgeny Shevtsov
4.6 (10)
This indicator calculates the volume profile and places labels that correspond to the VAH, VAL and POC levels, for each candle individually. Indicator operation features The indicator works on the timeframes from M5 to MN, but it uses the history data of smaller periods: M1 - for periods from M5 to H1, M5 - for the H4 period, M30 - for the D1 period, H4 - for the W1 period, D1 - for the MN period. The color and location of the VAL, VAH and POC labels on the current candle are considered to be
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Evgeny Shevtsov
3.67 (3)
The indicator has been designed for use on FORTS, but it can also work on other markets, at brokers broadcasting the required data. A peculiarity of these data is that they cannot be requested from the broker's server as a section of history, but can only be obtained for the current moment. The indicator periodically requests the broker, collects to a file and displays the following history from the stored file: The weighted average price. The volume of buy pending orders. The volume of sell pen
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Market Marker MT5
Evgeny Shevtsov
3.8 (5)
The indicator displays peak levels of activity formed by the maximum volume, tracks the correlation of the candles on all timeframes (from the highest to the lowest one). Each volume level is a kind of key trading activity. The most important cluster is inside a month, week, day, hour, etc. Indicator operation features A volume level receives Demand status if the nearest volume level located to the left and above has been broken upwards. A volume level receives Supply status if the nearest vol
Market Marker MT4
Evgeny Shevtsov
4.5 (8)
The indicator displays peak levels of activity formed by the maximum volume, tracks the correlation of the candles on all timeframes (from the highest to the lowest one). Each volume level is a kind of key trading activity. The most important cluster is inside a month, week, day, hour, etc. Indicator operation features A volume level receives Demand status if the nearest volume level located to the left and above has been broken upwards. A volume level receives Supply status if the nearest vol
BoxChart MT4
Evgeny Shevtsov
4.57 (7)
The market is unfair if only because 10% of participants manage 90% of funds. An ordinary trader has slim changes to stand against these "vultures". This problem can be solved. You just need to be among these 10%, learn to predict their intentions and move with them. Volume is the only preemptive factor that faultlessly works on any timeframe and symbol. First, the volume appears and is accumulated, and only then the price moves. The price moves from one volume to another. Areas of volume accumu
The indicator calculates volume profiles dynamically and displays the result as VAL, VAH and POC curves. Indicator features The indicator uses the historical data of the lower (relative to the current) timeframes for calculations: M1 - for timeframes up to H1, M5 - for timeframe H1, M15 - for timeframe H4, H1 - for timeframe D1, H4 - for timeframe W1, D1 - for timeframe MN. The color of the DPOC curve sections is determined by comparing the volume of the POC levels of all profiles that make up
The utility refers to probabilistic analysis tools, in particular the Monte Carlo method. The Monte Carlo method is defined as the simulation of processes in purpose to evaluate their probabilistic characteristics and apply them to the solvable task. Operation features The simulation uses a tick model with the subsequent transformation to the candles form, as a model as close as possible to the real market process. The utility generates a stream of a random tick sequence until a result with t
Time And Sales Delta
Evgeny Shevtsov
5 (2)
The indicator displays the delta and the cumulative delta based on the "Time & Sales" deals list data. In addition to the standard timeframes, the indicator displays data regarding the seconds timeframes (S5, S10, S15, S20, S30) to choose from. Using the rectangle, user can select an arbitrary area in the indicator subwindow to view the ratio of the volumes of deals of buyers and sellers within this area. Indicator features: The indicator works correctly only on those trading symbols for whi
The utility displays the order book, as well as increases its depth, remembering the location of applications that have gone beyond the current "window" view. With the utility user can perform quick trading actions in one click - placing/cancelling/editing of explicit and hidden orders, and also opening/editing positions. Utility features The orders book display works only on those trading symbols for which it is broadcast by the broker. To reset the information about the rows that were record
Dynamic POC MT5
Evgeny Shevtsov
5 (2)
The indicator calculates volume profiles dynamically and displays the result as VAL, VAH and POC curves. Indicator features The indicator uses the historical data of the lower (relative to the current) timeframes for calculations: M1 - for timeframes up to H1, M5 - for timeframe H1, M15 - for timeframe H4, H1 - for timeframe D1, H4 - for timeframe W1, D1 - for timeframe MN. The color of the DPOC curve sections is determined by comparing the volume of the POC levels of all profiles that make u
Auswahl:
ROBERT EDWARD BIRD
2101
ROBERT EDWARD BIRD 2023.04.20 18:57 
 

This indicator paints and has proven to be somewhat unreliable. I did not find value with it

Evgeny Shevtsov
67274
Antwort vom Entwickler Evgeny Shevtsov 2023.04.21 09:56
On the "Comments" tab, with each new version of the indicator, the source code of EA is always attached, which trades by calling this indicator.
Using this EA, the user can check the usefulness/uselessness of this indicator on a certain timeframe of a certain trading symbol in the strategy tester.
This is also possible for the trial-version of the indicator.
Antwort auf eine Rezension
Version 2.2 2024.04.23
The indicator is recompiled in MT4 build 1415.
Version 2.1 2023.11.07
The new input variable ForecastDrawing specifies how the forecast will be displayed:
- Always - the forecast is always displayed (either acceptable or unacceptable),
- AcceptableOnly - the forecast is displayed only if it is acceptable based on its expressed tendency.
Version 2.0 2023.07.02
Added options for including time samples (input variable "MovingSampleIncludedTime").
Version 1.9 2023.04.21
The indicator is recompiled in MT4 build 1380.
Version 1.8 2023.02.15
The input variable "HistoryOffset" sets the left offset of the initial point of calculation of the forecast, and, accordingly, the location of the forecast itself.

The input variable "MovingSampleParts" sets the number of parts of a composite image.
For example, if the value of "MovingSampleParts" is 2, the image will be composed of two parts (as two separate images), where each part has a duration of "MovingSampleDuration".

The input variable "MovingSampleIncludedPrice" sets the contents of the price image :
- C - only the closing price,
- CO - opening and closing prices.

The input variable "MovingSampleIncludedVolume" sets the contents of the volume image :
- V - volumes,
- BS - buy and sell volumes,
- VBS - volumes, as well as buy and sell volumes.
Version 1.7 2022.12.07
For the input variable "ForecastAcceptableTendency" has been created an algorithm for its automatic assignment.
If this input variable is set to zero, its value is assigned automatically.

The new input variable "AssociatedTimeframe" sets the binding of the indicator to work only on the specified timeframe.
This function allows to install multiple instances of the indicator with different input settings to the same chart window.
As a result, each instance of the indicator works only on the timeframe to which it was assigned, and does not work (does not consume computing resources) on other timeframes.
Version 1.6 2022.10.28
An additional buffer "OutputParameters" has been created to transfer data when the indicator is called from the outside.

The buffer contains the following data :
Index 0 - duration of learning history,
Index 1 - duration of samples,
Index 2 - duration of forecast,
Index 3 - period for calculating ATR value,
Index 4 - lower timeframe,
Index 5 - recommended position opening price,
Index 6 - recommended stop-loss price,
Index 7 - recommended take-profit price,
Index 8 - amplitude of the forecast image in the positive direction (relative to the opening price of the forecast),
Index 9 - amplitude of the forecast image in the negative direction (relative to the opening price of the forecast),
Index 10 - ATR value.

An example of the source code for calling the indicator using this buffer is attached on the "Comments" tab.
Version 1.5 2022.10.13
A new input variable "DealTendency" has been added, which sets the takeprofit/stoploss ratio for graphical marks, which display the recommended deal prices levels.
Version 1.4 2022.07.27
Minor flaws in the source code have been eliminated.