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  • Reviews (3)
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PhythonML

2

This multicurrency Expert Advisor uses 28 currency pairs. For predictions, the advisor uses models trained by the machine learning algorithm in the Python language environment.

Signals : https://www.mql5.com/en/signals/author/11breath11

Settings for PhythonML

The Expert Advisor can work with two time intervals H1 and H2 together or separately parameters in the Use Time Intervals group, by default the H2 time interval is disabled.

A big plus of this advisor is that it can use several packages of models trained according to different criteria for each pair separately, now it is possible to select 4 different packages of models together or separately, in the future these models will be improved and added with the next update of the advisor.

The Expert Advisor can be easily and quickly optimized for the last period of real trading by simply setting these 4 packages as parameters in the optimization, and the optimizer in the strategy tester will select the most favorable combination of these packages for the last trading period.

Parameter Models for Bollinger Bands indicator:

Models1 - trained from 2018 to 2020

Models2 - trained from 2014 to 2020

Models3 - trained from 2007 to 2020

Models4 - trained from 2020 to 2022

The default settings are for the EURUSD H1 currency pair, and use Models1
  • Before testing in the strategy tester or installing the EA on the chart, make sure that all 28 currency pairs were visible and added to the terminal: EURUSD, EURGBP, EURCHF, EURAUD, EURCAD, EURJPY, EURNZD, GBPUSD, GBPAUD, GBPCHF, GBPJPY, GBPCAD, GBPNZD, USDCAD , USDJPY, USDCHF, AUDUSD, AUDCHF, AUDCAD, AUDJPY, AUDNZD, NZDUSD, NZDJPY, NZDCAD, NZDCHF, CADCHF, CADJPY, CHFJPY
  • In the strategy tester, set the "Open prices only " trading mode, this will not greatly affect the testing results, but will noticeably speed up the process.
  • Also, for quick testing, you can turn off the visualization of the strategy tester.
  • At the end of testing, in the log tab, you can view information on the profitability and maximum drawdown of each pair separately
    Description of some of the EA settings
    • UseSameLotSizeForAllPairs - the ability to select the lot size for each pair separately, true by default, one lot size for all specified by the parameter above
    • UseMaxAllTakeProfitProcent - enables the global take profit as a percentage of the current profit specified in the MaxAllTakeProfitProcent parameter, after its execution all current orders are closed. Test only on all ticks or 1 minute OHLC
    • UseMaxStopLossProcent - turns on the global stop loss as a percentage of the current profit specified in the MaxAllStopLossProcent parameter, after its execution, all current orders are closed. Test only on all ticks or 1 minute OHLC
    • IsDynamicLot - enable automatic formation of the lot size depending on the balance or free margin
    • is_koef_for_each - if true, then the lot size is formed from the balance for each currency pair separately, if false, then from the total balance or free margin
    • koef - coefficient for forming the lot size, the larger, the greater the risks
    • from - formation of the lot size depending on the balance or free margin
    • CountOfGrid - the number of pending orders in the grid
    • GridDistanseBegin - the beginning of the first pending order in the grid from the current price
    • GridDistanseEnd - end of the last pending order in the grid from the current price
    • GridKoefBegin, GridKoefEnd - distribution of coefficients for multiplying the price of a pending order in the grid
    Reviews 3
    BinaryRaider
    483
    BinaryRaider 2021.12.02 12:01 
     

    It is a very interesting EA. It requires a very big account to trade it safely. Like 100K$ IF you run all the pairs it trades. If you turn off all pairs and only trade a handful it becomes more stable for smaller accounts. That being said, the EA has the potential to earn very good profits on a yearly basis. 10-20% in a year on a 100K USD account is nothing to sneeze at. If you use this tool right it has a lot of potential to earn stable profits.

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    Evgeniy Machok
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    LittleCrazy MT5
    PAVEL UDOVICHENKO
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    Filter:
    Maik Praedorius
    393
    Maik Praedorius 2021.12.06 08:26 
     

    Tested this EA in Demo-Account with 10k€ for two month since beginning of october. made -50%. So for me, this EA doesn´t work at all.

    Eugene Chistyukhin
    947
    Reply from developer Eugene Chistyukhin 2021.12.10 01:31
    I fixed bugs in the last update a month ago
    Here are the monthly results of this EA for the last month
    https://www.mql5.com/en/signals/author/11breath11
    A new update will be released soon where the advisor will be even better, I am constantly looking for ways to improve machine learning models for this advisor, so it may have worked incorrectly in the past
    BinaryRaider
    483
    BinaryRaider 2021.12.02 12:01 
     

    It is a very interesting EA. It requires a very big account to trade it safely. Like 100K$ IF you run all the pairs it trades. If you turn off all pairs and only trade a handful it becomes more stable for smaller accounts. That being said, the EA has the potential to earn very good profits on a yearly basis. 10-20% in a year on a 100K USD account is nothing to sneeze at. If you use this tool right it has a lot of potential to earn stable profits.

    nutdanai.pongg
    179
    nutdanai.pongg 2021.08.07 06:29 
     

    Nice EA, its very stable, Ii hope it is really profitable and stable growth.

    Reply to review
    Version 4.6 2022.01.16
    Planned monthly additional training and improvement of machine learning models. New settings for the EA can be downloaded here https://drive.google.com/drive/folders/1G93r-A7dPDEIsOQ88RroTysYYhdXNKPG?usp=sharing
    Version 4.5 2021.12.13
    Machinery learning models are significantly improved to predict transactions, corrected errors, another model has been added, training from 2020 to today's time
    Version 4.4 2021.11.16
    Fix bugs
    Version 4.3 2021.11.11
    Fixed and updated all machine learning models
    Version 4.2 2021.10.10
    Updating all 4 machine learning models
    Version 4.1 2021.09.05
    Updating all 4 machine learning models
    Version 4.0 2021.07.28
    Updating all 4 machine learning models
    I will try to do this procedure every month, this will allow the robot to adapt to the current market situation.
    Version 3.9 2021.07.07
    Fix bugs
    Version 3.8 2021.07.04
    Added the option FullEntrySymbolName to the settings, it is needed if you want the names of pairs to fully match the names in the settings in the CurrencyName field.
    It is necessary if your broker uses the names of pairs with and without an index at the same time.
    Version 3.7 2021.06.17
    Fix errors
    Version 3.6 2021.06.11
    Fix errors
    Version 3.5 2021.05.31
    Fix Bugs
    Version 3.4 2021.05.31
    Fix Bugs
    Version 3.3 2021.05.29
    - the advisor can now work with time intervals H1 and H2, separate models are trained for the time interval H2. The Expert Advisor can now work both with the H1 interval and with the H2 interval, together or separately.
    Version 3.2 2021.05.15
    - improved all 4 models for predicting the price movement of 28 currency pairs
    Version 3.1 2021.05.06
    - bugs fixed
    Version 3.0 2021.04.22
    Fix bugs
    Version 2.8 2021.04.15
    - added new parameters for managing the mesh algorithm
    CountOfGrid - the number of pending orders in the grid
    GridDistanseBegin - the beginning of the first pending order in the grid from the current price
    GridDistanseEnd - end of the last pending order in the grid from the current price
    GridKoefBegin, GridKoefEnd - distribution of coefficients for multiplying the price of a pending order in the grid
    Version 2.7 2021.04.13
    - added a new package of models number 5 trained on history from 2018 to the current time
    Version 2.6 2021.04.11
    - improved models for Moving Average
    Version 2.5 2021.04.07
    - bugs fixed
    Version 2.4 2021.04.06
    - improved model 4, trained on the history period from 2020 to 2022
    Version 2.3 2021.04.06
    - improved model 4, trained on the history period from 2020 to 2022
    Version 2.2 2021.04.01
    - added the ability to use several models at the same time to predict price movements, which significantly increases the EA's profit, as opposed to using one model out of 4.
    - added possible setting of global stop loss and take profit as a percentage of current free funds(equity)
    Version 2.1 2021.03.30
    - Added a new package of Models 3 trained on the Bollinger Bands indicator. History from 2007 to 2020 was taken for training.
    Version 2.0 2021.03.29
    - added the ability to select a new Bollinger Bands indicator by which they trained and added 3 new packages of models, which show much better results compared to previous models that were trained on the Moving Average indicator
    Version 1.1 2021.03.26
    - Improved models
    - Removing open orders automatically for currency pairs that are disabled in the settings, since they are no longer controlled by the robot
    - You can download new settings for auto lots here
    https://drive.google.com/drive/folders/1Phy4h90YClk_Omy6W8wvmeUbIk628OdU