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Nebula start editon for MT4

5

This Expert Advisor is based on two moving averages. The EA implements a self-training mode allowing it to immediately start trading. However, it is also possible to conduct a preliminary EA training for more efficient trading. By default, the EA is configured to work on EURUSD H1.

The robot is based on the modified probabilistic neural network. Initially, the neural network does not contain neurons. In this mode, the EA only learns. No trading is performed. In the course of the EA's work, it learns, and neurons responsible for one of the two classes (buy or sell) start forming in the neural network.

As soon as there is at least one neuron, the EA can trade.


Settings

  • Target type - type of the target level:
    • Points - in points.
    • Money - in money.
  • TargetProfit, TargetLoss, TrailingStop - set stop loss, take profit and trailing stop levels in points. Applied to the symbol as a whole.
  • VolumeLot - trade lot volume.
  • Slippage - slippage in points.
  • Pause after trades, msec - pause after a trade in milliseconds.
  • Number of trade attempt - number of attempts to enter the market.
  • Indicator type - indicator type:
    • Moving_Average - moving average;
    • Adaptive_Moving_Average - adaptive moving average.
  • Indicator first period - first moving average period.
  • Indicator second period - second moving average period.
  • Neuron activation level - neurons activation level. This is the minimum value of the network output, which affects the decision making. The recommended value is at least 0.95.
  • Neural network signal duration, bars - neural network signal duration in bars.
  • Neural network renewal period, days - neural network update period in days.
  • Enable load neural network - load neural network data from the file.
  • Prefix file name - set the file name for storing the neural network data. The file is created in the terminal's common folder in the Files\NNS directory.
  • Enable Info panel - show the info panel displaying data on a neural network and trading levels.
  • Expert Magic number - unique identifier of the EA.
  • Order comment - order comment.


Preliminary training algorithm and the EA settings

  1. Set the zero value of the Target profit, Target loss and Trailing Stop parameters. Set Enable info panel - no. Set the file name in Prefix file name.

    Set the Indicator first period and Indicator second period parameters from 1 to 100 or higher. Set the 'Neural network signal duration, bars' parameter value from 0 to 10 or more.

    Select the testing and optimization periods, for example, the year of 2016 – for optimization period and 2017 – for the testing one. Launch optimization on the year of 2016.

  2. Once optimization is complete, select the appropriate results. When selecting results, adhere to the following recommendations: Indicator first period should be less than Indicator second period. Set other parameters at your discretion.

    Run a single EA test with selected parameters on the period of 2016. If the results are suitable, check the EA on the test period of 2017.

  3. Run a single test on the test period of 2017. If you are satisfied with the test results, then it is time to use the EA in trading. Set the Target profit level, Target loss level and Trailing stop level parameters at your discretion.

Reviews 14
albertlux
461
albertlux 2021.09.12 21:41 
 

this EA deserves definitely my rating *****5 ,

I have not foundhere another AI honest expert adviser which does not make a mystery about itself by hiding most of its paramaters , sometimes you wonder if these EAs really use NN...

main problem seems to be the not precise enough explanations of the files and how they are attached to the chart ,

the EA uses a config file which is not the same as the normal MT4 setup file. The interaction of these two files is not explained.

Like if the file network.config has to be copied or moved from the tester folder to the mql/files/NNS folder or not...

as ist looks like the first time the file is created automaticallly also in the MQL5/files/NNS folder ( not only in the testers folder). But from the second chart on and for a different pair , one has to do the copying manually ...

I suspect also that the historical data from Metatrader are not good enough for training the net .

A neural net can be difficult to master , but this EA is highly appreciated .

Like any NN it can be trained on nearly any time series , so might try your luck on any pair and any time frame.

This leaves plenty of room for experiments , although the main data to optimize the net are very few , only 3, namely 2 moving averages and a a duration of NNsignal validity .

You might be surprised to find out that a net trained on one pair is giving good results on another pair , or even on another timeframe...

I would hope for maybe an update or even a slightly improved edition , allowing exits based on time, limitation of postions ( MAX open or close ) , exits based on NN sensitivity levels ( which is standard with Neural Nets) etc ... and a telegram group for the users.

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Launch promo! Only 2 copies left at current price! Next price: 1533 $ Final price: 1993$ Buy US30 Scalper and you could get Quantum Algo Trading or Nasdaq Algo for free ! => Contact after purchase Live signal:  https://www.mql5.com/en/signals/2220893?source=Site+Profile+Seller MT5:  https://www.mql5.com/en/market/product/107337?source=Site+Profile+Seller More analytics:  https://www.mql5.com/en/blogs/post/756452 For more top Expert Advisors and Indicators, visit:   https://www.mql5.com/en/use
Boring Pips MT4
Thi Thu Ha Hoang
5 (12)
Have you ever wondered why most expert advisors are not effective in live trading, despite their perfect backtest performance? The most likely answer is Over-fitting . Many EAs are created to ‘learn’ and adapt perfectly to the available historical data, but they fail to predict the future due to a lack of generalizability in the constructed model. Some developers simply don't know about the existence of over-fitting, or they know but don't have a way to prevent it. Others exploit it as a tool t
AW Classic MACD EA
AW Trading Software Limited
3.67 (3)
Fully automated trading system. A classic indicator is used as signals   MACD , which combines a trend indicator with an oscillator to detect entry points. Uses averaging, the function of closing the first and last basket orders and the function of automatic lot calculation. Has an advanced dashboard and three types of notifications. Problem solving ->   HERE  / MT5 version ->  HERE   /   Instruction  ->   HERE   Benefits: Fully automated trading system Easy setup and intuitive panel interface
Btcusd Grid
Ahmad Aan Isnain Shofwan
BTCUSD GRID EA is an automated program designed to use the grid trading strategy BTCUSD GRID EA is highly useful for beginners and experienced traders alike. While there are other types of trading bots you can use, the logical nature of the grid trading strategy makes it easy for crypto grid trading bots to perform automated trading without issues. BTCUSD GRID EA is the overall best platform to use if you're looking to try out a grid trading bot. BTCUSD GRID EA is highly effective for the cryp
This EA was once our internally used premium EA, now offered to everyone after adaptive improvements. It utilizes stable time zone patterns, generates orders almost daily with a very high win rate, and is particularly suitable for clients with lower capital. Backtesting using MT5's "Every tick based on real ticks" mode yields results highly similar to live trading, no adjustments and showing long-term stability, indicating a mature strategy. However, everything has two sides. This EA's strategy
TopBottomEA
lizhi fu
4.67 (48)
TopBottomEA's advantage: the first support for small capital work EA, real trading for more than 4 years; this EA based on volatility adaptive mechanism, only one single at a time, each single with a stop-loss, an average of about 4 orders per day, holding a single length of 12 hours or so, with a limit of $ 20 principal challenge backtesting ran through more than 10 years. Every interval of three days to increase the price of $ 100, the price process: 998 --> 1098 --> 1198...... Up to the targ
EA Top G
Mohamed Hassan
5 (8)
Current price of $50 for a limited time! Next price is: $85 Live Signal : Click here  -- Don't buy a fake backtest, get a real strategy on a real signal!  After purchase, If you genuinely like this robot, you can receive EA Interceptor for Free ! Contact me for more information regarding this BONUS ! EA TOP G  is a multi-currency expert advisor  based on trend following . It uses a hedge system with a very good risk management. It's an ideal candidate for CENT accounts and big balances. It
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A neural network Expert Advisor based on two moving averages with the training mode. Train the Expert Advisor on selected examples and make a profit in real life. The EA can work on any instrument and in any timeframe. Trading Algorithm of the EA Two moving averages are analyzed by the neural network core, which produces commands to buy or sell. the values of two moving averages, fast (FMA) and slow (SMA), are provided to the first layer, at the second layer it calculates two neurons responsib
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Nebula Flex Edition
Vladimir Mikhailov
The EA determines the likely levels of price consolidation or correction and makes a decision to buy or sell the asset. Trading is performed within a day with one position, each position must have virtual stop loss and take profit levels. At the end of the day, all open positions are forcibly closed. The time of the trading period can be set in the settings. The Expert Advisor allows you to choose the type of trading by trend or flat. The default settings allow you to start trading immediatel
Nebula start edition
Vladimir Mikhailov
5 (3)
This is a further development of the Expert Advisor based on the two moving averages https://www.mql5.com/en/market/product/1693 . The EA implements a self-training mode allowing it to immediately start trading. However, it is also possible to conduct a preliminary EA training for more efficient trading. By default, the EA is configured to work on EURUSD H1. The robot is based on the modified probabilistic neural network. Initially, the neural network does not contain neurons. In this mode, the
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albertlux
461
albertlux 2021.09.12 21:41 
 

this EA deserves definitely my rating *****5 ,

I have not foundhere another AI honest expert adviser which does not make a mystery about itself by hiding most of its paramaters , sometimes you wonder if these EAs really use NN...

main problem seems to be the not precise enough explanations of the files and how they are attached to the chart ,

the EA uses a config file which is not the same as the normal MT4 setup file. The interaction of these two files is not explained.

Like if the file network.config has to be copied or moved from the tester folder to the mql/files/NNS folder or not...

as ist looks like the first time the file is created automaticallly also in the MQL5/files/NNS folder ( not only in the testers folder). But from the second chart on and for a different pair , one has to do the copying manually ...

I suspect also that the historical data from Metatrader are not good enough for training the net .

A neural net can be difficult to master , but this EA is highly appreciated .

Like any NN it can be trained on nearly any time series , so might try your luck on any pair and any time frame.

This leaves plenty of room for experiments , although the main data to optimize the net are very few , only 3, namely 2 moving averages and a a duration of NNsignal validity .

You might be surprised to find out that a net trained on one pair is giving good results on another pair , or even on another timeframe...

I would hope for maybe an update or even a slightly improved edition , allowing exits based on time, limitation of postions ( MAX open or close ) , exits based on NN sensitivity levels ( which is standard with Neural Nets) etc ... and a telegram group for the users.

espro
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aaa6132968
208
aaa6132968 2017.08.21 17:38 
 

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Gennadiy Voltornist
11909
Gennadiy Voltornist 2017.08.20 13:18 
 

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494
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Reply to review
Version 3.32 2017.11.20
1. Added ability to select one of the two indicators: Moving Average or Adaptive Moving Average
(Indicator Type parameter).
2. Improved the EA performance.
Version 3.31 2017.10.25
The changes improve trading efficiency.
1. Simple moving averages are replaced by adaptive ones. This improves the quality of the neural network signals.
2. The neural network is calculated when a new bar is formed. Removed the "Neural network calc time, minutes" parameter.
3. Implemented the concept of the neural network signal duration in bars ("Neural network signal duration, bars". The neural network signal is considered confirmed if its duration is not less than the set value of the number of bars in this parameter.
4. Implemented the neural network update, in days ("Neural network renewal period, days"). All neurons having an age exceeding the parameter value are removed from the neural network.
Version 3.16 2017.08.31
1. Added the "Expert Magic number" parameter.
2. Added the "Order comment" parameter. The comment format for the order - string formed from the parameter "Order comment" + "Expert Magic Number".
3. Added the "Target type" parameter. The "Target profit level", "Target loss level" and "Trailing stop level" levels can be set in points or in money.
4. Fixed minor bugs.