Articles, Library comments - page 26

Check out the new article: Python-MetaTrader 5 Strategy Tester (Part 04): Tester 101 . In this fascinating article, we build our very first trading robot in the simulator and run a strategy testing action that resembles how the MetaTrader 5 strategy tester works, then compare the outcome produced in

Check out the new article: Risk Management (Part 3): Building the Main Class for Risk Management . In this article, we will begin creating a core risk management class that will be key to controlling risks in the system. We will focus on building the foundations, defining the basic structures

ShowTradeLines Service : This is a service to show entry/exit points of existing positions/deals as trend lines and/or arrows on charts. Author: Stanislav Korotky

Check out the new article: Creating Custom Indicators in MQL5 (Part 6): Evolving RSI Calculations with Smoothing, Hue Shifts, and Multi-Timeframe Support . In this article, we build a versatile RSI indicator in MQL5 supporting multiple variants, data sources, and smoothing methods for improved

Check out the new article: Introduction to MQL5 (Part 37): Mastering API and WebRequest Function in MQL5 (XI) . In this article, we show how to send authenticated requests to the Binance API using MQL5 to retrieve your account balance for all assets. Learn how to use your API key, server time, and

Check out the new article: The MQL5 Standard Library Explorer (Part 6): Optimizing a generated Expert Advisor . In this discussion, we follow up on the previously developed multi-signal Expert Advisor with the objective of exploring and applying available optimization methods. The aim is to

Check out the new article: Data Science and ML (Part 48): Are Transformers a Big Deal for Trading? . From ChatGPT to Gemini and many model AI tools for text, image, and video generation. Transformers have rocked the AI-world. But, are they applicable in the financial (trading) space? Let's find out

SignalAI - Indicator : This Indicator shows Buy or Sell Signal Author: Mduduzi Gift Ngcebo Langa

Binary tradng based on candle colors : A simple binary trading strategy that counts candle colors. Author: Soewono Effendi

Trading strategy Heads or Tails : The classic version of the Heads or Tails trading strategy with the analysis of the signal block code. Author: Vladimir Pastushak

Check out the new article: MQL5 Trading Tools (Part 13): Creating a Canvas-Based Price Dashboard with Graph and Stats Panels . In this article, we develop a canvas-based price dashboard in MQL5 using the CCanvas class to create interactive panels for visualizing recent price graphs and account

SingleTesterCache : Tester's single pass data. Author: fxsaber

Check out the new article: Price Action Analysis Toolkit Development (Part 56): Reading Session Acceptance and Rejection with CPI . This article presents a session-based analytical framework that combines time-defined market sessions with the Candle Pressure Index (CPI) to classify acceptance and

Check out the new article: Larry Williams Market Secrets (Part 7): An Empirical Study of the Trade Day of the Week Concept . An empirical study of Larry Williams’ Trade Day of the Week concept, showing how time-based market bias can be measured, tested, and applied using MQL5. This article presents

EA Duplicate Detector : Allow the EA to determine whether there are duplicate EAs on the chart based on conditions. Author: hini

New article Applying OLAP in trading (part 4): Quantitative and visual analysis of tester reports has been published: The article offers basic tools for the OLAP analysis of tester reports relating to single passes and optimization results. The tool can work with standard format files (tst and opt)

MT4 Telegram Trade Notifier (Bot API) — Deal Alerts : Utility MT4 EA that sends BUY/SELL deal notifications to Telegram via Bot API (WebRequest) Author: The Hung Ngo

Project Template Generator : This script serves as a practical example of how developers can programmatically work with files using MQL5. One of its key objectives is to demonstrate effective project file organization, which is essential for developers working on large-scale systems or aiming to

Equity and Balance Indicator - History based : This indicator reads the trade history and plots the Cumulative P & L over time, helping visual traders to see how much money they are making or losing over time. This current version has a difference of 0.02% marginal error, due to rounding floats, and

ZigZag_channel : A channel based on peaks and troughs of the ZigZag indicator. Author: Nikolay Kositsin

Check out the new article: Price Action Analysis Toolkit (Part 55): Designing a CPI Mini-Candle Overlay for Intra-bar Pressure . This article presents the design and MetaTrader 5 implementation of the Candle Pressure Index (CPI)—a CLV-based overlay that visualizes intra-Bar buying and selling

Check out the new article: MQL5 Trading Tools (Part 1): Building an Interactive Visual Pending Orders Trade Assistant Tool . In this article, we introduce the development of an interactive Trade Assistant Tool in MQL5, designed to simplify placing pending orders in Forex trading. We outline the

DoubleZigZag : Two ZigZag indicators are used for analysis. Author: Vladimir Karputov

An Expert Advisor, based on Bollinger Bands : This Expert Advisor is based on Bollinger Bands. It uses trend-following strategy (DEMA) and Bollinger Bands indicator. It shows a stable profit in Strategy Tester during last 17 years (EURUSD M30). The Strategy: Open long position: DEМА is growing up

Check out the new article: Neural Networks in Trading: Hybrid Graph Sequence Models (GSM++) . Hybrid graph sequence models (GSM++) combine the advantages of different architectures to provide high-fidelity data analysis and optimized computational costs. These models adapt effectively to dynamic

Check out the new article: Statistical Arbitrage Through Cointegrated Stocks (Part 10): Detecting Structural Breaks . This article presents the Chow test for detecting structural breaks in pair relationships and the application of the Cumulative Sum of Squares - CUSUM - for structural breaks

Market Structure Onnx : Market Structure Expert Advisor use LightGBM (Light Gradient Boosting Machine) Author: Taufiqurrachman Assauqi

Check out the new article: Central Force Optimization (CFO) algorithm . The article presents the Central Force Optimization (CFO) algorithm inspired by the laws of gravity. It explores how principles of physical attraction can solve optimization problems where "heavier" solutions attract less

Check out the new article: Introduction to MQL5 (Part 36): Mastering API and WebRequest Function in MQL5 (X) . This article introduces the basic concepts behind HMAC-SHA256 and API signatures in MQL5, explaining how messages and secret keys are combined to securely authenticate requests. It lays the

Check out the new article: Larry Williams Market Secrets (Part 6): Measuring Volatility Breakouts Using Market Swings . This article demonstrates how to design and implement a Larry Williams volatility breakout Expert Advisor in MQL5, covering swing-range measurement, entry-level projection