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Machine Learning repository for MQL5
| Date | Stars |
|---|---|
| 2026-07-31 | 265 |
| 2026-08-05 | 266 |
| 2026-08-06 | 266 |
Today
— stars today
This week
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Momentum
0.0
growth rate 0.00%/day
<p align="center">
<img width="25%" align="center" src="https://github.com/MegaJoctan/MALE5/assets/65341461/5a903238-921d-4f09-8e27-1847d4052af3" alt="logo">
</p>
<h1 align="center">
M A L E 5
</h1>
<p align="center">
A python-like Machine Learning Library for MQL5
</p>
<p align="center">
<a href="https://github.com/MegaJoctan/MALE5/releases" target="_blank">
<img src="https://img.shields.io/github/v/release/MegaJoctan/MALE5?color=%2334D058&label=Version" alt="Version">
</a>
<a href="https://github.com/MegaJoctan/MALE5/stargazers">
<img src="https://img.shields.io/github/stars/MegaJoctan/MALE5?color=brightgreen&label=Stars" alt="Stars"/>
</a>
<a href="https://github.com/MegaJoctan/MALE5/blob/main/LICENSE">
<img src="https://img.shields.io/github/license/MegaJoctan/MALE5?color=blue" alt="License"/>
</a>
<a>
<img src="https://img.shields.io/badge/Platform-Win32%20|%20Linux%20|%20macOS-blue?color=blue" alt="Platform Win32 | Linux | macOS"/>
</a>
</p>
<p align="center">
<a href="https://discord.gg/2qgcadfgrx" style="text-decoration:none">
<img src="https://img.shields.io/badge/Discord-%237289DA?style=flat&logo=discord"/>
</a>
<a href="https://t.me/fxalgebra_discussion" style="text-decoration:none">
<img src="https://img.shields.io/badge/Telegram-%232CA5E0?style=flat&logo=telegram"/>
</a>
</p>
<p align="center">
English | <a href="README_russian.md">Russian</a>
</p>
## About the Project
MALE5 is a machine-learning repository for creating trading systems in the c++ like, MQL5 programming language.
It was developed to help build machine learning-based trading robots, effortlessly in the [MetaTrader5](https://www.metatrader5.com/en/automated-trading/metaeditor) platform
**My goal is to make the library**
- **Python-Like, Simple to use**
- **Flexible:** To be usable within a Trading Robot(EA), Custom Indicator, and Scripts.
- **Resource-efficient:** To make it not consume a lot of resources and memory.
**Disclaimer**
*This project is not for MQL5 programming language beginners. Those with prior experience of machine learning using python might find this project easy to understand*
## Installing
Download the zip file from the releases section extract the library. Go under MQL5 folder in your MetaEditor, from there paste the MALE5 directory you extracted under the Include folder.
## Getting Started with the Library
In this project, machine learning models can be placed into three categories. *See the tables below*.
## 01: Predictive Models
Unlike others which are mostly used for analysis and data processing. These AI models when given an inputs (predictors) in matrices or vectors they provide predictions. Currently Available models include.
| **Model Type** | **Models** |
|------------------------------|----------------------------------|
| **Linear Models** | - Linear regression |
| | - Logistic regression |
| | - Ridge regression |
| | - Polynomial regression |
| **Decision Trees** | - Decision tree |
| **Ensemble Models** | - AdaBoost tree |
| | - Random forest |
| **Support Vector Machine** | - SVM |
| **Neural Networks** | - Regressor Neural Networks |
| | - Pattern Recognition Neural Networks |
| | - Kohonen Maps |
| **Naïve Bayes** | - Naïve Bayes models |
### Traininng the predictive models
All the predictive models functions for training and deploying them for predictions follow similar patterns.
[![Watch the viExcerpt of 18,224 characters
Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:23b63b49cbabf188, llm:Repository topics and description: 'machine-learning, machine-learning-algorithms, mql5, trading-bot, trading-robots' and description 'Machine Learning repository for MQL5'.
matched fp:23b63b49cbabf188, llm:Repository topics and description: 'machine-learning, machine-learning-algorithms, mql5, trading-bot, trading-robots' and description 'Machine Learning repository for MQL5'.
matched fp:23b63b49cbabf188, llm:Repository topics and description: 'machine-learning, machine-learning-algorithms, mql5, trading-bot, trading-robots' and description 'Machine Learning repository for MQL5'.