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PythonLSTM

240 USD

Demo downloaded: 65

Published: 19 April 2023

Current version: 3.2

PythonLSTM

Experts
Yevhen Chystiukhin
Version: 3.2
Updated: 3 April 2024
Activations: 5

This multi-currency Expert Advisor uses 28 currency pairs. For forecasts, the EA uses recurrent neural networks of the LSTM type, models trained in the python language environment, and imported into the EA using a new function in mql5 to load ONNX models

Finally it happened, mql5 developers have recently introduced the ability to load ONNX models in the mql5 language. And this format supports most modern libraries for training neural networks, and this now opens up an unlimited number of possibilities for using artificial intelligence in trading.

Hurry up to be the first to use this powerful tool in trading, because soon neural network advisors will be out of competition, now neural networks and artificial intelligence are developing by leaps and bounds.

How is this Expert Advisor better than the rest on neural networks in the mql5 market? - Previously, it was generally not possible to use neural networks directly in the mql5 language, and all other Expert Advisors are mainly made on self-made neural networks, which cannot compete with neural networks trained using modern machine learning libraries that have been developed and improved over many years. years and developed by a huge number of developers.

The profitability of currency pairs can be viewed in the strategy tester after the test in the "Journal" tab, and disable unprofitable pairs as needed in the adviser settings, or select the most profitable, the Active option. Before the test, set Active = True for all pairs and after the test, turn off the unprofitable pairs Active = False, and you can start trading.

By default, the most profitable 9 pairs out of 28 are selected

The EA was trained from 2016 to 2023, it is necessary to test in the strategy tester from 2022 for Model2 = True, from this period the EA did not know anything about the history during training

Before testing, it is advisable to select the EUR USD currency pair and the H1 hour period

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
CountGridBars - the number of last bars in history from which the lowest and highest prices are found to calculate the interval between orders for the grid: MaxPrice and MinPrice
GridKoef - the distance between pending orders in the grid is calculated using the formula (MaxPrice - MinPrice)/ GridKoef
GridKoefBegin, GridKoefEnd - distribution of coefficients for multiplying the price of a pending order in the grid

more...

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This multicurrency Expert Advisor uses 28 currency pairs. The predictions are based on two indicators: Bollinger Bands and DEMA.myfxbook.com/members/MUSBREATH Settings for MultiBolbands The default settings are for the EURUSD H1 Algorithm1. Optimization from 2016 year 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, t

240 USD

This multi-currency expert advisor uses 28 currency pairs. For predictions, the advisor uses recurrent neural networks of the LSTM type, models trained in the Python language environment, and imported into the advisor using a new function in MQL5 for loading ONNX models. Live signal: https://www.mql5.com/en/signals/2258349 Settings file for testing the advisor: IntervalAIPairs21Proc5.set The algorithm of the advisor works simultaneously with two timeframes H15 and H1. Separate neural network

240 USD

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Version 3.2 2024.04.03

Improvements algorithm calculation grid

Version 3.1 2024.03.30