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Neural Predictor MT5

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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Receba a sua atualização diária do mercado com detalhes e screenshots através do nosso Morning Briefing aqui no mql5 e no Telegram ! O FX Power MT5 NG é a próxima geração do nosso medidor de força de moeda muito popular de longa data, o FX Power. E o que é que este medidor de força da próxima geração oferece? Tudo o que adorou no FX Power original MAIS Análise de força GOLD/XAU Resultados de cálculo ainda mais precisos Períodos de análise configuráveis individualmente Limite de cálculo personal
The Price Action Finder Multi indicator is an indicator of entry points that searches for and displays Price Action system patterns on dozens of trading instruments and on all standard time frames: (m1, m5, m15, m30, H1, H4, D1, Wk, Mn). The indicator places the found patterns in a table at the bottom of the screen. By clicking on the pattern names in the table, you can move to the chart where this pattern is located. Manual (Be sure to read before purchasing) | Version for MT4 Advantages 1. Pa
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Batsirayi L Marango
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Golden Spikes Detector Este indicador é baseado em uma estratégia avançada principalmente para picos de negociação nos índices Boom e Crash. Algoritmos complexos foram implementados para detectar apenas entradas de alta probabilidade. Ele alerta sobre possíveis entradas de compra e venda. Para negociar picos na corretora Deriv ou Binária, receba apenas os alertas Buy Boom e Sell Cash. Ele foi otimizado para ser carregado em um período de 5 minutos, embora a análise de vários períodos de tempo se
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Juvenille Emperor Limited
5 (14)
O   Matrix Arrow Indicator MT5   é uma tendência única 10 em 1 seguindo um indicador multi-timeframe   100% sem repintura   que pode ser usado em todos os símbolos/instrumentos:   forex ,   commodities ,   criptomoedas ,   índices ,   ações .  O  Matrix Arrow Indicator MT5  determinará a tendência atual em seus estágios iniciais, reunindo informações e dados de até 10 indicadores padrão, que são: Índice de movimento direcional médio (ADX) Índice de canal de commodities (CCI) Velas clássicas de
Este é um indicador para MT5 que fornece sinais precisos para entrar em uma negociação sem redesenhar. Ele pode ser aplicado a qualquer ativo financeiro: forex, criptomoedas, metais, ações, índices. Ele fornecerá estimativas bastante precisas e informará quando é melhor abrir e fechar um negócio. Assista o vídeo (6:22) com um exemplo de processamento de apenas um sinal que compensou o indicador! A maioria dos traders melhora seus resultados de negociação durante a primeira semana de negociação c
The Volume by Price Indicator for MetaTrader 5 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
Professional Scalping Tool on Deriv Attention! The indicator will be sold in limited quantities!!! The previous 5 copies were sold for $250 The remaining 4 copies will be sold for $350 The next price is $500 Description: This trading indicator is designed for professional traders focused on scalping. Designed with the market in mind, it provides highly accurate spike trading signals. It works on the M1 timeframe and supports the following symbols: Boom 300 Index, Boom 500 Index, Boom 1000 I
Market Imbalance MT5
Scott Edward Merritt
What Is Market Imbalance? Market Imbalance, also known as "IPA" or Improper Price Action, is when price moves so quick in one direction with no orders on the other side of the market to mitigate the price movement. We all know Big Banks, or "Smart Money", can move the market by placing huge orders which in turn can move price significantly. They can do this because Big Banks are the  top 10 Forex traders in the world . But unfortunately, the Big Banks cannot leave these orders in drawdown and mu
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Versão 2.2 2024.04.23
The indicator is recompiled in MT5 build 4275.
Versão 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.
Versão 2.0 2023.07.02
Added options for including time samples (input variable "MovingSampleIncludedTime").
Versão 1.9 2023.04.21
The indicator is recompiled in MT5 build 3683.
Versão 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.
Versão 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.
Versão 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.
Versão 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.
Versão 1.4 2022.07.27
Minor flaws in the source code have been eliminated.