This MetaTrader 5 expert advisor integrates Large Language Models such as OpenAI and Anthropic Claude with technical analysis to automate trading across forex, gold, crypto, and indices. It utilizes a confluence scoring system based on Smart Money Concepts, Ichimoku Cloud, and standard indicators like RSI and MACD. The
Trading robot · MT5
Ensemble Machine Learning Trader
This automated trading system for MetaTrader 5 utilizes machine learning models via the ONNX runtime to forecast currency trends.
GitHub stars1
Forks0
Last update6 weeks ago5 Aug 2026
LicenceNone stated
Overview
Ensemble Machine Learning Trader implements an ensemble approach, combining predictions from Logistic Regression, Support Vector Machines, Random Forest, and XGBoost. The system operates in two primary modes: technical indicator analysis and macroeconomic news-driven execution. It manages risk through fixed stop loss and take profit points. Users can configure model agreement thresholds and filter trades based on the scheduled impact of economic news events.
- Hybrid ensemble ONNX model execution
- Technical indicator feature reconstruction
- Macroeconomic news event filtering
- Multi-model weighted voting system
- Integrated trade history CSV export
Details
Author
dillahbaraja on GitHub
Type
Trading robot
Platform
MetaTrader 5 (MQL5)
Strategy
AI / machine learning, News, Trend following
Markets
Forex
Timeframes
M15-H1
Risk profile
No grid, martingale or hedging logic was found in its code or README. That says nothing about how it performs: backtest it first.
Input parameters
Read from EnsembleOnnxTrader.mq5. Defaults are the author's; change them in the EA's Inputs tab.
| Name | Type | Default | Description |
|---|---|---|---|
InpModelFolder | string | EnsembleOnnxTrader | |
InpSignalSource | ENUM_SIGNAL_SOURCE | SIGNAL_ENSEMBLE | |
InpLots | double | 0.10 | |
InpSlPoints | int | 300 | |
InpTpPoints | int | 600 | |
InpUseCommonFiles | bool | true | |
InpUseCpuOnly | bool | true | |
InpCloseOnHold | bool | false | |
InpMagicNumber | ulong | 26072401 | |
InpCooldownBars | int | 12 | |
InpMinSignalEdge | double | 0.03 | |
InpMinAgreementVotes | int | 2 |
Show all 18 inputs
| Name | Type | Default | Description |
|---|---|---|---|
InpEnableTransactionCsv | bool | true | |
InpTransactionCsvFile | string | | |
InpExportHistoryOnDeinit | bool | true | |
InpUseNewsFilter | bool | true | |
InpNewsCsvFile | string | Assets\\MT5_2018.01.01-2026.06.30_ALL_.csv | |
InpNewsMinImpact | int | 0 |
How to install it
- 1Download the sourceUse "Download source (.zip)" above, or clone dillahbaraja/Ensemble_ML 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.
Similar expert advisors
Sharrow is an AI-driven trading robot for MetaTrader 5 that integrates with a Python-based machine learning toolchain. It functions as a trend engine, primarily designed for the H1 timeframe, using rules generated from walk-forward training scripts. The system includes sophisticated risk controls such as daily drawdown
This expert advisor for MetaTrader 5 is a sophisticated trading system specifically optimized for gold. It operates as part of a hybrid ecosystem, utilizing a Python-based desktop interface for local machine learning model training and market analysis while executing trades via the MQL5 robot. The EA employs a multi-la
EA31337 is a comprehensive multi-strategy trading robot and framework for MetaTrader platforms. It features dozens of pre-built strategies utilizing technical indicators like ATR, Moving Averages, and SuperTrend. The system manages entries and exits through a unique filtering system that monitors account metrics, volat
FxChartAI OpenEA is an automated trading solution for MetaTrader 5 that executes trades based on signals retrieved from the FxChartAI platform. The system operates in two modes, allowing for live API integration or historical testing using CSV datasets. It utilizes multi-timeframe analysis across M10 and H1 intervals,
This Expert Advisor for MetaTrader 5 is specifically designed for XAUUSD trading on the M1 timeframe. It utilizes a hybrid strategy combining classic technical indicators like RSI, Moving Averages, and ATR with an OpenAI API integration for signal validation. The robot features an on-chart dashboard for telemetry and i
Need a broker for MT5?
Compare regulated brokers that support MetaTrader, with spreads, minimum deposits and leverage side by side.
Compare brokers