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Deep Moving Average MT4

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 that very algorithm, which enhances the advantages of an indicator and minimizes its disadvantages. In short, this algorithm makes an indicator better. In an attempt to merge neural networks with a standard indicator, to my surprise, I received quite interesting results.


On the concept of "Deep".

The specified task, due to its non-reproducibility and complex regularity, is best solved 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 very tool.

In fact, the algorithm measures the optimal periods of a moving average on all areas, depending on the state of the trend and the flat. On a flat area, the algorithm adapts the period of the moving average towards the flat, on a trend area - towards the trend. By increasing the depth of the "Deep", you can increase the flexibility of the adaptive properties of the algorithm.

The architecture of the network and the heuristic search algorithm were designed specifically for this task. Multilayered structure and the amount of neurons in a layer are regulated dynamically, you only need to specify the maximum number of neurons in a layer, the maximum size of a layer and the maximum number of layers.


Description of the settings

  • Graphic objects prefix name - graphic objects prefix name (e.g., panel name).
  • TimeFrame - timeframe.

Moving average

  • Period - period of the moving average.

The "Deep" algorithm

  • Deep - needed to regulate the depth of the period of the moving average.
  • Deep Smoothing - smoothing of the result.
  • Deep Sensitivity - algorithm sensitivity.
  • Spread in points - spread size for fine-tuning the heuristics.

Neural network

  • Max: Number of Sensors - maximum number of sensory neurons.
  • Max: Layer Size - maximum number of neurons in a layer.
  • Max: Number of Layers - maximum number of layers.
  • Max: ratio of signal deformation - ratio is used for deformation signals.
  • Max: Signal range - signal changing range.
  • Signal digits - accuracy of the signals.

Calculations

  • Power - power of the calculations, set in percentage from 1 to 100.
  • Number of Bars - number of bars for calculations.

Signals

  • Signal mode - signals mode.
  • Q Method - adaptivity calculation method. These algorithms are used to improve the adaptive characteristics of signals.

Visual

  • Show Mode - indications display mode.
  • Up Arrows Code - up arrows code.
  • Dn Arrows Code - down arrows code.
  • Arrows Vertical Shift (in points) - arrows offset on vertically.

Notifications

  • Alerts? - displays a message in a separate window?
  • Play Sound? - play sound file?
  • File Name To Sound Play - sound file name.
  • Send To Mail? - send to email?
  • Mail Header - mail header.
  • Notifications? - sends push notifications to the mobile terminals?

The panel

  • Panel? - display the panel?
  • Starting X - starting position horizontally (in pixels).
  • Starting Y - starting position vertically (in pixels).
  • Size multiplier - panel size multiplier.
  • Color - panel color.
  • Transparent % - transparency of the panel (from 10 to 100).
  • Border Color - panel border color.
  • Slider color - slider color.
  • Txt color - base text color.
  • Txt 2 color - other text color.
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Ultimate Reversal Scanner With Trend Filter
ScorpionFX
(FOR MT4)  Ultimate Reversal Scanner Multi Pair And Multi Time Frame :   This indicator has been designed to identify the powerful ' Three Line Strike ' reversal pattern. According to Thomas Bulkowski (internationally known author and a leading expert on candlestick patterns), the ' Three Line Strike ' has the   highest overall performance rank of  any  candlestick pattern. Bulkowski's best selling book "Encyclopedia of Chart Patterns" is recognized around the world, as the premier reference on
79 USD
Peace ind
Vasiliy Strukov
⭐⭐⭐⭐⭐ I am glad to welcome you on the page of my product - I am its author Vasily Strukov.⭐⭐⭐⭐⭐ The most important task of the trader is to discover the trend and follow it. Peace - a trend indicator, used to determine the current trend. Manual how to use indicator you can find at comment #2. I use it to set the trading direction for the  Idea Pro Gold  adviser (trade buy or trade sell). It works on all instruments - forex, indices, oil, gold, stocks and all time frames. Recommended time fram
50 USD
Williams Dashboard
Pablo Mozo Bel
Williams Dashboard es un panel de información que te proporciona una visión global del mercado a través del Williams Percent Range. Ejecuta Williams Dashboard y podrás analizar y realizar un seguimiento de los activos que deseas invertir. Aprovecha su panel ejecutable a través del cual, podrás abrir en pocos segundos el activo y poder invertir rápidamente en él. Las alertas, mails y notificaciones te permitirán tener rastreado el mercado en todo momento para no perder ninguna oportunidad de inve
59 USD
Best And Worst
Chantal Sala
The Best and Worst indicator (similar to Net Change Indicator) has the peculiarity of being a dynamic indicator. It seems a very Stock Exchange Indicator. This means that it is able to draw up a list and put in order the best and worst instruments in descending order. You can choose to show the percentage of any Time Frame: 1M, 5M, 15M, 30M, H1, H4 etc ... This instrument could really give great suggestions on your trading in order to center the right time and to have a total view of the markets
50 USD
Three Line Strike Scanner 30 Instruments
FXsolutions
This indicator is designed to detect the best of all candlestick reversal patterns: Three Line Strike . According to the bestselling author and candlestick guru Thomas Bullkowski, this pattern has a winning percentage between 65% and 84% . This indicator scans for you up to 30 instruments (forex, indices or commodities) on up to 8 timeframes. You can get alerts via MetaTrader 4 and email if a Three Line Strike pattern occurs. Please note: Higher timeframes bring the most reliable signals. This i
49 USD
Bruces Price Predictor
Bruce Webb
*Non-Repainting Indicator Message Me Immediately After Purchase For VIP Installation Help and Free Strategy     Bruce's Price Predictor is an indicator that shows precise price reversals. A great arsenal to add to any chart.  Bruce's Price Predictor points price reversals with high degree of accuracy and it is great for scalping on the 1min time frame, Or swing trading on the 1hr time frame. Buy and sell arrows are shown on the chart as for entry signals. They do not repaint but confirmation ent
50 USD
CorrelationFX
Igor Otkidach
Индикатор CorrelationFX – это программное решение для анализа и торговли на положительных и отрицательных корреляциях между различными инструментами валютного рынка. Как известно, котировки многих валютных пар двигаются с высокой степенью корреляции, что давно и эффективно используется для так называемого - "парного трейдинга" и хеджирования валютных рисков. Индикатор CorrelationFX поможет вам: Определить момент максимального расхождения котировок коррелируемых пар Определить момент обратного сх
50 USD
Price deviation MA
Illia Zhavarankau
Price deviation MA The indicator in a separate window displays the value of the price deviation ( % ) from the specified value of the  Moving Average . It can be used both for fixing positions and opening new positions. Input parameters: 1. The averaging period for calculating the moving average. 2. Averaging method. It can be any of the ENUM_MA_METHOD values: MODE_SMA - Simple averaging; MODE_EMA - Exponential averaging; MODE_SMMA - Smoothed averaging; MODE_LWMA - Linear weighted averaging. 3.
50 USD
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