Articles, Library comments - page 2

Check out the new article: Integrating MQL5 with Data Processing Packages (Part 7): Building Multi-Agent Environments for Cross-Symbol Collaboration . The article presents a complete Python–MQL5 integration for multi‑agent trading: MT5 data ingestion, indicator computation, per‑agent decisions, and

Check out the new article: From Basic to Intermediate: Indicator (IV) . In this article, we will explore how to easily create and implement an operational methodology for coloring candles. This concept is highly valued by traders. When implementing such things, care must be taken to ensure that the

Check out the new article: Introduction to MQL5 (Part 39): Beginner Guide to File Handling in MQL5 (I) . This article introduces file handling in MQL5 using a practical, project-based workflow. You will use FileSelectDialog to choose or create a CSV file, open it with FileOpen, and write structured

Check out the new article: The MQL5 Standard Library Explorer (Part 8) : The Hybrid Trades Journal Logging with CFile . In this article, we explore the File Operations classes of the MQL5 Standard Library to build a robust reporting module that automatically generates Excel-ready CSV files. Along

Check out the new article: Python-MetaTrader 5 Strategy Tester (Part 05): Multi-Symbols and Timeframes Strategy Tester . This article presents a MetaTrader 5–compatible backtesting workflow that scales across symbols and timeframes. We use HistoryManager to parallelize data collection, synchronize

Check out the new article: Algorithmic Trading Strategies: AI and Its Road to Golden Pinnacles . This article demonstrates an approach to creating trading strategies for gold using machine learning. Considering the proposed approach to the analysis and forecasting of time series from different

Check out the new article: Data Science and ML (Part 47): Forecasting the Market Using the DeepAR model in Python . In this article, we will attempt to predict the market with a decent model for time series forecasting named DeepAR. A model that is a combination of deep neural networks and

Check out the new article: Angular Analysis of Price Movements: A Hybrid Model for Predicting Financial Markets . What is angular analysis of financial markets? How to use price action angles and machine learning to make accurate forecasts with 67% accuracy? How to combine a regression and

RatioZigZag : A modification of the ZigZag indicator, where the reversal moment is determined by a specified coefficient. Author: Evgeniy Chumakov

Check out the new article: Overcoming Accessibility Problems in MQL5 Trading Tools (I) . This article explores an accessibility-focused enhancement that goes beyond default terminal alerts by leveraging MQL5 resource management to deliver contextual voice feedback. Instead of generic tones, the

Check out the new article: Custom Indicator Workshop (Part 2) : Building a Practical Supertrend Expert Advisor in MQL5 . Learn how to build a Supertrend-driven Expert Advisor in MQL5 from the ground up. The article covers embedding the indicator as a resource, reading buffer values on closed bars

New article Tips for an Effective Product Presentation on the Market has been published: Selling programs to traders effectively does not only require writing an efficient and useful product and then publishing it on the Market. It is vital to provide a comprehensive, detailed description and good

Candle Close Timer – MT5 Indicator : Indicator Description – Candle Close Timer Name: Candle Close Timer Version: 1.0 Author: BENTRADE TRADING Link: https://www.mql5.com/en/users/dahmi_benali Author: Abderrahmane Benali

New article The checks a trading robot must pass before publication in the Market has been published: Before any product is published in the Market, it must undergo compulsory preliminary checks in order to ensure a uniform quality standard. This article considers the most frequent errors made by

Check out the new article: From Basic to Intermediate: Indicator (I) . In this article, we will create our first fully practical and functional indicator. The goal is not to show how to create an application, but to help you understand how you can develop your own ideas and give you the opportunity

MW Download History : Download all tick history available and save it in a file, either for one symbol or for all in Market Watch Author: Martin Bittencourt

New article Payments and payment methods is published: MQL5.community built-in services offer great opportunities both to MQL5 developers and ordinary traders with no programming skills. But all these features can't be implemented without in-house secure payment system, that provides a convenient

RBVI : The basis of the RBVI Forex indicator is an attribute of the night market to sharply decrease the volatility due to absence of active trading on exchanges. The indicator considers the price flow and the volatility (changeability) of the market what helps to successfully behave in a flat

Check out the new article: Analyzing Overbought and Oversold Trends Via Chaos Theory Approaches . We determine the overbought and oversold condition of the market according to chaos theory: integrating the principles of chaos theory, fractal geometry and neural networks to forecast financial

Check out the new article: Price Action Analysis Toolkit Development (Part 59): Using Geometric Asymmetry to Identify Precision Breakouts from Fractal Consolidation . While studying a wide range of breakout setups, I noticed that failed breakouts were rarely caused by a lack of volatility, but more

Support and Resistance(SNR) Sentinel Indicator : Adaptive Support & Resistance indicator that automatically detects, tracks, and updates the nearest valid S/R levels using configurable confirmation bars. Levels dynamically shift after confirmed breakouts and extend forward in real time. Author

Heikin Momentum Gauge : AccuTrend MTF est un indicateur d'analyse de momentum basé sur l'accumulation des bougies Heikin Ashi. Contrairement aux oscillateurs classiques qui mesurent un instant figé, AccuTrend mesure la force cumulée des tendances en cours : il additionne les pips de chaque bougie

Check out the new article: Larry Williams Market Secrets (Part 5): Automating the Volatility Breakout Strategy in MQL5 . This article demonstrates how to automate Larry Williams’ volatility breakout strategy in MQL5 using a practical, step-by-step approach. You will learn how to calculate daily

Check out the new article: From Novice to Expert: Creating a Liquidity Zone Indicator . The extent of liquidity zones and the magnitude of the breakout range are key variables that substantially affect the probability of a retest occurring. In this discussion, we outline the complete process for

Price Action Intraday Trading - Expert for MT5 : Price Action Day Trader is a robust, trend-following MQL5 Expert Advisor designed for intraday trading. It focuses on high-probability price action patterns Pin Bars, Engulfing Candles, and Inside Bar Breakouts while filtering trades through a dual

EasyAndFastGUI library for creating graphical interfaces : The EasyAndFastGUI library allows creating graphical interfaces for custom MQL programs. Author: Anatoli Kazharski

Check out the new article: Master MQL5 from Beginner to Pro (Part III): Complex Data Types and Include Files . This is the third article in a series describing the main aspects of MQL5 programming. This article covers complex data types that were not discussed in the previous article. These include

Check out the new article: Decoding Opening Range Breakout Intraday Trading Strategies . Opening Range Breakout (ORB) strategies are built on the idea that the initial trading range established shortly after the market opens reflects significant price levels where buyers and sellers agree on value

Check out the new article: Using Deep Reinforcement Learning to Enhance Ilan Expert Advisor . We revisit the Ilan grid Expert Advisor and integrate Q-learning in MQL5 to build an adaptive version for MetaTrader 5. The article shows how to define state features, discretize them for a Q-table, select

Professional Close All Positions Panel : Professional panel for closing positions with 6 smart filters. Close all, by type, by symbol, or by profit/loss. Real-time P&L display. Perfect for emergency exits and risk management. Includes safety confirmations. Author: Hezekiah Bukola Oyetunde