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Deep Moving Average MT4

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Demo downloaded: 257

Published: 10 July 2017

Current version: 6.18

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Deep Moving Average MT4

Indicators
Marat Sultanov
Version: 6.18
Updated: 16 May 2022
Activations: 20

Every indicator has its advantages and disadvantages. Trending ones show good signals during a trend, but lag during a flat. Flat ones thrive in the flat, but die off as soon as a trend comes. All this would not be a problem, if it was easy to predict when a flat changes to a trend and when a trend changes to a flat, but in practice it is an extremely serious task.

What if you develop such an algorithm, which could eliminate an indicator's flaws and enhance its strengths? What if such an algorithm could improve the operation of a trend indicator during a flat, but at the same time increase the efficiency during a trend, and fix the signals of a flat indicator during a trend and perfect them during a flat?

Deep is the algorithm that enhances the advantages of an indicator and reduces its disadvantages. This algorithm improves indicator quality as a result of combining neural networks with indicator algorithm.

About the Deep algorithm

The specified task, due to its non-reproducibility and complex regularity, are best soled by non-linear algorithms. Neural networks are a very versatile and powerful tool, which allows to achieve a lot, if the task is set correctly and the solution is formed reasonable. The algorithm is based on this tool.

This algorithm calculates the optimal periods of the moving average, depending on the state of the trend and the flat. The algorithm trains the neural network to predict the optimal moving average for each market condition, so the indicator adapts to the flat and trend, eliminating the shortcomings of the basic algorithm. In the flat condition, the neural network adapts the period of the moving average in the direction of the flat, in the trending condition in the direction of the trend.

The neural network architecture and the heuristic search algorithm were designed specifically for the optimal solution of the task. For convenience, there are Presets of the neural network structure, as well as all the necessary parameters for fine-tuning the neural network.

Advantages

The algorithm has a self-learning system. This is an adaptive system that helps to learn flexibly all the time using a neural network so that the algorithm always keeps up with all market changes.
Graphical control panel. Using the panel directly on the chart, you can flexibly control and manage the learning system.
Parameters for fine-tuning all functions.

more...

This Nice Trade Point indicator is designed for signal trading. This indicator generates trend signals. It uses many algorithms and indicators to generate this signal. It tries to generate a signal from the points with the highest trend potential. This indicator is a complete trading product. This indicator does not need any additional indicators. The indicator certainly does not repaint. The point at which the signal is given does not change. Features and Suggestions Time Frame

Crypto_Forex Indicator HTF Ichimoku for MT4. Ichimoku indicator is one of the most powerful trend indicators . H TF means - H igher TimeFrame. This indicator is excellent for Trend Traders as well as combination with Price Action entries. HTF Ichimoku Indicator allows you to attach Ichimoku from higher timeframe to your current chart. Up trend - red line above blue one (and both lines are above cloud) / Down trend - red line below blue one (and both lines are below cloud). Open BUY o

Crypto_Forex Indicator "WPR and 2 Moving Averages" for MT4 , No Repaint. WPR itself is one of the best oscillators for scalping. "WPR and 2 Moving Averages" Indicator allows you to see Fast and Slow Moving Averages of WPR oscillator. Indicator gives opportunities to see the price corrections very early. It is very easy to set up this indicator via parameters, it can be used on any time-frame. You can see Buy and Sell entry conditions on the pictures. Consider Buy signal conditions:

This indicator is the undisputed leader among the indicators. And for this statement there is a good reason. The indicator builds a very high quality channel in which it generates signals to enter! What is the ideal strategy for the trader, since the trader always hesitates when choosing a strategy for the job. That is, this indicator will allow you to solve the dilemma of choosing a job by trend or to the channel, since it combines these two basic concepts. Working with the indicator is very

GS trendS is a trend indicator that can be used for any Forex financial instrument. The indicator does not redraw and does not lag. Recommended timeframe H1. It is possible to select the trend algorithm settings {Only Open, Average Open/Close, Average High/Low} The color indicates the direction of the trend: yellow - direction can be SELL or BUY (S_B) blue - uptrend (BUY) red - downward trend (SELL) The indicator panel displays trend values of 5 timeframes for the current price level. The va

Description: For a comprehensive understanding of our indicators, we invite you to explore the entire Q&A section within this MQL5 blog post here . The "Divergence Strategy Indicator" is an advanced technical analysis tool designed to identify potential trend reversals and trend continuation opportunities in the market. It leverages the concept of divergence, a powerful phenomenon that occurs when price action diverges from an oscillator, indicating underlying shifts in market sentiment. Spo

Description: For a comprehensive understanding of our indicators, we invite you to explore the entire Q&A section within this MQL5 blog post here . The "Divergence Strategy Indicator" is an advanced technical analysis tool designed to identify potential trend reversals and trend continuation opportunities in the market. It leverages the concept of divergence, a powerful phenomenon that occurs when price action diverges from an oscillator, indicating underlying shifts in market sentiment. Spot

The indicator detects and displays М. Gartley's Butterfly pattern. The pattern is plotted by the extreme values of the ZigZag indicator (included in the resources, no need to install). After detecting the pattern, the indicator notifies of that by the pop-up window, a mobile notification and an email. The pattern and wave parameters are displayed on the screenshots. The default parameters are used for demonstration purposes only in order to increase the amount of detected patterns. Parameters z

works great with the trend, ideal for traders who trade using the scalping system. This is a pointer indicator. how to make deals. when the blue one appears, you need to open a trade to increase by 1 candle if the timeframe is m1 then for 1 minute, etc. if a red dot appears, you should make a deal to reduce it by 1 candle. Indicator signals appear along with a new candle; the working candle is the one on which the signal is located.

Description: For a comprehensive understanding of our indicators, we invite you to explore the entire Q&A section within this MQL5 blog post here . The "Divergence Strategy Indicator" is an advanced technical analysis tool designed to identify potential trend reversals and trend continuation opportunities in the market. It leverages the concept of divergence, a powerful phenomenon that occurs when price action diverges from an oscillator, indicating underlying shifts in market sentiment. Spot

Enhance your price action strategy: inside bar breakouts at your fingertips This indicator detects inside bars of several ranges, making it very easy for price action traders to spot and act on inside bar breakouts. [ Installation Guide | Update Guide | Troubleshooting | FAQ | All Products ] Easy to use and understand Customizable color selections The indicator implements visual/mail/push/sound alerts The indicator does not repaint or backpaint An inside bar is a bar or series of bars which is/a

Welcome to Investment Castle products This product is exclusively available in the MQL5 market and is not available and will not be available anywehere else. The Combined indicator is a multi-time frame indicator and it is built using 3 indicators: Bands indicator which draws the support and resistance key levels using up to 5 different time frames Patterns indicator which draws the chart patterns using up to 6 different time frames Spots indicator which shows the common candlestick pattern

Description: For a comprehensive understanding of our indicators, we invite you to explore the entire Q&A section within this MQL5 blog post here . The "Divergence Strategy Indicator" is an advanced technical analysis tool designed to identify potential trend reversals and trend continuation opportunities in the market. It leverages the concept of divergence, a powerful phenomenon that occurs when price action diverges from an oscillator, indicating underlying shifts in market sentiment. Spot

This indicator is intended for professionals assessing fundamental market trends. This indicator calculates the index of any instrument and analyzes it. The index of the state currency shows the real purchasing power of this currency, and the dynamics of this index shows the dynamics of the economic state of the corresponding state. An analysis of the indices of both currencies included in a currency pair makes it much more reliable to identify the trend of this cur

The indicator detects and displays 3 Drives harmonic pattern (see the screenshot). The pattern is plotted by the extreme values of the ZigZag indicator (included in the resources, no need to install). After detecting the pattern, the indicator notifies of that by a pop-up window, a mobile notification and an email. The indicator highlights the process of the pattern formation and not just the complete pattern. In the former case, it is displayed in the contour triangles. After the pattern is com

New, more accurate version of the Xmaster indicator. More than 200 traders from around the world have conducted more than 15,000 tests of different combinations of this indicator on their PCs in order to get the most effective and accurate formula. And here we present to you the "Xmaster formula indicator forex no repaint" indicator, which shows accurate signals and does not repaint. This indicator also sends signals to the trader by email and push. With the arrival of each new tick, it constan

The Tin indicator is designed to visually display the current trend in the market. One of the key aspects of foreign exchange market analysis is to determine the trend, which is the sustainable direction of price movement. To do this, the Tin indicator uses algorithms that smooth out sharp fluctuations that do not have a significant impact on the overall trend. A trend can be either upward (bullish) or downward (bearish). Typically, a trend persists for a long time before abruptly changing dir

The indicator detects and displays Shark harmonic pattern (see the screenshot). The pattern is plotted by the extreme values of the ZigZag indicator (included in the resources, no need to install). After detecting the pattern, the indicator notifies of that by a pop-up window, a mobile notification and an email. The indicator highlights the process of the pattern formation and not just the complete pattern. In the former case, it is displayed in the contour triangles. After the pattern is comple

The main idea of this indicator is rates analysis and prediction by Fourier transform. Indicator decomposes exchange rates into main harmonics and calculates their product in future. You may use the indicator as a standalone product, but for better prediction accuracy there is another related indicator - FreqoMaster - which uses FreqoMeterForecast as a backend engine and combines several instances of FreqoMeterForecast for different frequency bands. Parameters: iPeriod - number of bars in the ma

The VR Grid indicator is designed to create a graphical grid with user-defined settings. Unlike the standard grid , VR Grid is used to build circular levels . Depending on the user's choice, the step between the round levels can be arbitrary. In addition, unlike other indicators and utilities, VR Grid maintains the position of the grid even when the time period changes or the terminal is rebooted. You can find settings, set files, demo versions, instructions, problem solving, at [blog] You can

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The Trend PA indicator uses Price Action and its own filtering algorithm to determine the trend. This approach helps to accurately determine entry points and the current trend on any timeframe. The indicator uses its own algorithm for analyzing price changes and Price Action. Which gives you the advantage of recognizing, without delay, a new nascent trend with fewer false positives. Trend filtering conditions can be selected in the settings individually for your trading style. The indicator

Based on MACD indicator waves with standard parameters Applies Fibonacci levels to the last two MACD waves, positive and negative respectively, if at the moment the MACD indicator runs out of negative Wave - the color is green, if at the moment the MACD indicator runs out of positive Wave - the color is red. The Wave termination criterion is two ticks with a different MACD sign. Applies trend lines on the last four MACD Waves. Works well with the expert Figures MACD https://www.mql5.com/ru/mar

The indicator analyzes the change in the minimum and maximum prices of the previous bars fixing the entrance of the big players. If the change (delta) increases, a signal is displayed on the graph in the form of an arrow. At the same time, virtual trade on history is carried out. In case of a repeat of the signal, the positions are increased (refilling). Thus the lot of positions can differ. The results of virtual trading in the form of losses / losses, profitability, drawdown and transaction li

Description: For a comprehensive understanding of our indicators, we invite you to explore the entire Q&A section within this MQL5 blog post here . The "Divergence Strategy Indicator" is an advanced technical analysis tool designed to identify potential trend reversals and trend continuation opportunities in the market. It leverages the concept of divergence, a powerful phenomenon that occurs when price action diverges from an oscillator, indicating underlying shifts in market sentiment. Spo

The indicator shows which trading pairs, strategies, robots and signals that you use are profitable and which are not. The statistic of trades and balance graph are displayed in the account currency and pips - to switch simply click on the graph. button "$"(top left) - minimize/expand and move the indicator panel button ">"(bottom right) - stretching and resetting to the original size Statistic of trades 1 line - account balance, current profit and lot of open trades; 2 line - the number of all

Power Renko is an indicator which plots Renko bricks underneath the chart using a histogram. You can select the brick size and the timeframe of the Renko bricks as well as whether or not to use the close price or the high/low price of the candles. Renko bricks are based on price alone, not time, therefor the Renko bricks will not be aligned with the chart's time. They are extremely useful for trend trading and many different strategies can be formed from them. Buffers are provided allowing you t

The indicator displays the data of the Stochastic oscillator from a higher timeframe on the chart. The main and signal lines are displayed in a separate window. The stepped response is not smoothed. The indicator is useful for practicing "manual" forex trading strategies, which use the data from several screens with different timeframes of a single symbol. The indicator uses the settings that are identical to the standard ones, and a drop-down list for selecting the timeframe. Indicator Paramet

The indicator shows the potential trend direction by cyclical-wave dependence. Thus, all the rays of the intersection will be optimal rays, in the direction of which the price is expected to move, taking into account the indicator period. Rays can be used as a direction for potential market movement. But we must not forget that the approach must be comprehensive, the indicator signals require additional information to enter the market.

This indicator provides a statistical analysis of price changes (in points) versus time delta (in bars). It calculates a matrix of full statistics about price changes during different time periods, and displays either distribution of returns in points for requested bar delta, or distribution of time deltas in bars for requested return. Please, note, that the indicator values are always a number of times corresponding price change vs bar delta occurred in history. Parameters: HistoryDepth - numbe

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LE Oscillator - индикатор предназначенный для поиска локальных экстремумов, определения текущей тенденции. В расчетах индикатора используется авторская методика. С помощью индикатора можно определять места возможного разворота цены желательно в направлении тенденции, но также с достаточной точностью и против нее. Также с помощью индикатора можно определять текущую тенденцию. Индикатор подходит для любых валютных пар, но для адекватного отображения показания необходимо, чтобы было достаточно ис

Gann Made Easy is a professional and easy to use Forex trading system which is based on the best principles of trading using the theory of W.D. Gann. The indicator provides accurate BUY and SELL signals including Stop Loss and Take Profit levels. You can trade even on the go using PUSH notifications. PLEASE CONTACT ME AFTER PURCHASE TO GET MY TRADING TIPS PLUS A GREAT BONUS! Probably you already heard about the Gann trading methods before. Usually the Gann theory is a very complex thing not only

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note: this indicator is for METATRADER4, if you want the version for METATRADER5 this is the link: https://www.mql5.com/it/market/product/108106 TRENDMAESTRO ver 2.4 TRENDMAESTRO recognizes a new TREND in the bud, he never makes mistakes. The certainty of identifying a new TREND is priceless. DESCRIPTION TRENDMAESTRO identifies a new TREND in the bud, this indicator examines the volatility, volumes and momentum to identify the moment in which there is an explosion of one or more of these data a

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Order block hunter indicator is the best indicator for hunt the order blocks that area where there has been a large concentration of limit orders waiting to be executed Order blocks are identified on a chart by observing previous price action and looking for areas where the price experienced significant movement or sudden changes in direction .This indicator does that for you by using very complicated codes and helps you to take the best areas To buy and sell because it make marks at the best a

Do you want to see the future lines of the ZigZag indicator? This indicator will help you do that because the indicator model is based on two indicators: Historical Memory and ZigZag. So it can forecast the ZigZag lines. Very useful as an assistant, acts as a key point to forecast the future price movement. The forecast is made using the method of searching the most similar part in the history (pattern) to the current one. The indicator is drawn as a line that shows the result of change o

Tired of adjusting the indicator settings losing precious time? Tired of the uncertainty regarding their efficiency? Afraid of the uncertainty in their profitability? Then the indicator ACI (automatically calibrateable indicator) is designed exactly for you. Launching it, you can easily solve these three issues just performing the simplest action: clicking a single Calibrate button. To achieve the highest efficiency, you should perform another additional action: move the power slider to the maxi

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Every indicator has its advantages and disadvantages. Trending ones show good signals during a trend, but lag during a flat. Flat ones thrive in the flat, but die off as soon as a trend comes. All this would not be a problem, if it was easy to predict when a flat changes to a trend and when a trend changes to a flat, but in practice it is an extremely serious task. What if you develop such an algorithm, which could eliminate an indicator's flaws and enhance its strengths? What if such an algorit

Indicator-forecaster. Very useful as an assistant, acts as a key point to forecast the future price movement. The forecast is made using the method of searching the most similar part in the history (pattern). The indicator is drawn as a line that shows the result of change of the close price of bars. The depth of history, the number of bars in the forecast, the patter size and the quality of search can be adjusted via the indicator settings. Settings: PATTERN_Accuracy_ - quality of the search.

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Every indicator has its advantages and disadvantages. Trending ones show good signals during a trend, but lag during a flat. Flat ones thrive in the flat, but die off as soon as a trend comes. All this would not be a problem, if it was easy to predict when a flat changes to a trend and when a trend changes to a flat, but in practice it is an extremely serious task. What if you develop such an algorithm, which could eliminate an indicator's flaws and enhance its strengths? What if such an algorit

The B150 model is a fully revised version of the Historical Memory indicator with a significantly improved algorithm. It also features a graphical interface what makes working with this perfect tool quick and convenient. Indicator-forecaster. Very useful as an assistant, acts as a key point to forecast the future price movement. The forecast is made using the method of searching the most similar part in the history (patter). The indicator is drawn as a line that shows the result of change of the

The B150 model is a fully revised version of the Historical Memory indicator with an improved search algorithm. It also features a graphical interface what makes working with this tool quick and convenient. Indicator-forecaster. Very useful as an assistant, acts as a key point to forecast the future price movement. The forecast is made using the method of searching the most similar part in the history (patter). The indicator is drawn as a line that shows the result of change of the close price o

Tired of adjusting the indicator settings losing precious time? Tired of the uncertainty regarding their efficiency? Afraid of the uncertainty in their profitability? Then the indicator ACI (automatically calibrateable indicator) is designed exactly for you. Launching it, you can easily solve these three issues just performing the simplest action: clicking a single Calibrate button. To achieve the highest efficiency, you should perform another additional action: move the power slider to the maxi

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Every indicator has its advantages and disadvantages. Trending ones show good signals during a trend, but lag during a flat. Flat ones thrive in the flat, but die off as soon as a trend comes. All this would not be a problem, if it was easy to predict when a flat changes to a trend and when a trend changes to a flat, but in practice it is an extremely serious task. What if you develop such an algorithm, which could eliminate an indicator's flaws and enhance its strengths? What if such an algori

Do you want to see the future lines of the ZigZag indicator? This indicator will help you do that because the indicator model is based on two indicators: Historical Memory and ZigZag. So it can forecast the ZigZag lines. Very useful as an assistant, acts as a key point to forecast the future price movement. The forecast is made using the method of searching the most similar part in the history (pattern) to the current one. The indicator is drawn as a line that shows the result of change of the

This indicator identifies the global trend and has a powerful algorithm for filtering out any type of noise that can interfere with trend direction identification. A special filter shows areas of sideways trend, consolidation or flat, which allows you to avoid any uncertainties in the market movement vision and gives a clear understanding of the global trend movement. This indicator has no analogues and gives it unique advantages in the analysis of price movements and determination of the dire

Do you want to know how an economic event will impact price? What will happen to price after the news? How has an economic news affected price in the past? This indicator can help you with that. Do you like technical analysis? Do you enjoy studying the history to predict the future? But what do you think could be more important than technical analysis, what could improve technical analysis? Of course, it's fundamental analysis! After all, economic events directly impact the market, and therefo

Do you want to know how an economic event will impact price? What will happen to price after the news? How has an economic news affected price in the past? This indicator can help you with that. Do you like technical analysis? Do you enjoy studying the tick history to predict the future? But what do you think could be more important than technical analysis, what could improve technical analysis? Of course, it's fundamental analysis! After all, economic events directly impact the market, and th

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Version 6.18 2022.05.16

Fixed bugs in the Neural Network.

Version 6.17 2022.05.16

Model: C117

1. The indicator has been completely redesigned.

2. New neural network architecture (NN).
2.2. Convolutional layers have been added.
2.3. Improved architecture of hidden layers.
2.5. Now the structure of the NN is set by fixed values.
2.6. Added PreSets of the NN structure.
It is configured using the input parameter 'PreSet'.
If 'PreSet' = 'CUSTOM SET', then the structure is configured manually using a group of input parameters "Custom Set".

3. The MTF mode has been removed.
This is done to improve the performance and stability of calculations.

4. The learning system has been improved.
4.1. An adaptive learning system has been implemented.
4.1. The learning process has been optimized.
4.2. Now the learning process is saved when the indicator is restarted. This allows you to continue training the indicator after it is restarted.
4.3. New parameters for learning:
- 'Signal Mode' - signal calculation method (for line color, arrows and learning).
Options:
'Direction (MA line)' - the line direction is used.
'Crossing (Price with MA line)' - the intersection of the bar closing price with the MA is used.

- 'Criterion(for Quality)' - criteria for learning (adapting process).
Options:
'Balance max' - the learning system will strive to optimize net profit.
'Profit Factor max' - the learning system will strive to optimize the profit factor.
'Recovery Factor max' - the learning system will strive to optimize the recovery factor.

5. The "Deep" algorithm has been improved.
5.1. Unnecessary parameters have been removed.
5.2. New parameter 'Sensitivity in % [1...100]' - the sensitivity of the MA period change. More precisely, it is the rate of change.
The lower the value, the slower the MA period will change. Use to avoid fast changes of the MA line.
5.3. New parameter 'Period(in bars) for Re-Adapt(0-Adapt once)' - time period (number of bars) for automatic start of repeat learning (adaptation).
5.4. New parameter 'Maximum Iterations [1...)' is the maximum number of iterations for the running learning process (adaptation).
5.5. Now the MA period is set through the minimum and maximum values.
For reference: if 'Minimum Period [1...)' = 'Maximum Period [1...)', then the "Deep" algorithm will not be activated and the training system (adaptations) will not be used.

6. Improved visual panel.
6.1. Visual improvements.
6.2. Increased functionality.
6.3. Added more visual information.
6.4. A button has been added for manually stopping the learning process (adaptation), as well as for starting the learning process (adaptation) again.

Version 5.57 2021.07.20

- Improved: the 'Visual Info' function.
Added new input parameter 'Starting Bar for Arrows'.
If value = 'Current Bar', then the arrows are drawn from the current bar.
If value = 'Closed Bar', then the arrows are drawn from the last closed bar (use this to wait for more stable arrows).

- Improved: the 'Notify' function.
-- The notification text was shortened and improved.
-- Added new input parameters:
1) 'Use Prefix Info'.
If = true, then the value of the input parameter 'Graphic objects prefix name' will be added to the notification description.
2) 'Use Currency Pair Info'.
If = true, then the chart Symbol (Currency Pair) name will be added to the notification description.
3) 'Use Chart Period Info'.
If = true, then the chart Time Frame will be added to the notification description.