PhythonML

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.

Signal: https://www.mql5.com/en/signals/2045902

Signal: https://www.mql5.com/en/signals/1986305

All Signals: https://www.mql5.com/en/signals/author/11breath11?orderby=gain

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 most profitable 8 pairs out of 28 are selected

The EA was trained from 2007 to 2022, it is necessary to test in the strategy tester from 2022 for Model3 = True, from this period the EA did not know anything about the history during training

The default settings are for the EURUSD H1 currency pair, and use Models3

• Before testing in the strategy tester or installing the EA on a chart, if you want to speed up the testing process, set the ShowTradePanel advisor setting to false

• 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

• 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