AI Enhanced HFT: Free MT5 Expert Advisor

Overview

AI Enhanced HFT uses a trend-following approach based on Exponential Moving Average crossovers, filtered by the Average Directional Index and volume confirmations. A unique feature is its integration with external AI models including XGBoost, Random Forest, and LSTM via TCP sockets or CSV files. The system dynamically adjusts position sizing based on the agreement between technical signals and AI predictions. Risk management includes fixed stop loss and take profit levels, plus a dynamic exit strategy.

EMA crossover entry signals

AI-based dynamic lot scaling

ADX-driven trend weakening exit

TCP socket and CSV integration

Random Forest and LSTM support

Details

Author

Marco210210 on GitHub

Type

Trading robot

Platform

MetaTrader 5 (MQL5)

Strategy

Trend following, Indicator crossover, AI / machine learning, Martingale

Markets

Forex, Gold

Timeframes

M15-H1

Risk profile

Uses martingale lot scaling: losses can grow fast

EA files

Hybrid_EA.mq5

Topics

ai-tradingalgorithmic-tradingexpert-advisorfinancial-forecastingforexhigh-frequency-tradinglstmmachine-learningmetatrader5random-forest

Source

github.com/Marco210210/AI-Enhanced-HFT

Input parameters

Read from Hybrid_EA.mq5. Defaults are the author's; change them in the EA's Inputs tab.

Name	Type	Default
`EMA_Fast_Period`	`int`	`6`
`EMA_Slow_Period`	`int`	`24`
`ADX_Period`	`int`	`14`
`ADX_Threshold`	`double`	`22.0`
`ADX_Exit_Threshold`	`double`	`25.0`
`StopLoss_Pips`	`double`	`100.0`
`TakeProfit_Pips`	`double`	`300.0`
`LotSize`	`double`	`0.1`
`LotMultiplierAgreement`	`double`	`1.2`
`LotMultiplierDisagreement`	`double`	`0.5`
`UseAIPrediction`	`bool`	`true`

How to install it

1Download the sourceUse "Download source (.zip)" above, or clone Marco210210/AI-Enhanced-HFT from GitHub, and unzip it.

2Open the data folderIn MetaTrader choose File, then Open Data Folder, and go to MQL5/Experts.

3Copy the filesCopy the .mq5 file into Experts.

4Compile in MetaEditorOpen the file in MetaEditor and press Compile. Fix any missing includes the compiler reports.

5Test before you tradeRun it in the Strategy Tester, then attach it to a demo chart and allow algorithmic trading.

Third-party code. ForexR did not write, test or endorse this EA, and the summary above was generated automatically from its README and code. ForexR lists only repositories with readable source code and never hosts files. Read the code, backtest it and use a demo account first; automated trading can lose money quickly.

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