Articles, Library comments - page 2

New article How to Post a Product in the Market is published: Publish your interesting applications in the Market, and they will be immediately available to all traders who use MetaTrader 5 worldwide. The Market is a great opportunity to earn, with an immediate transfer to the account and convenient

Check out the new article: Beyond the Clock (Part 2): Building Runs Bars in MQL5 . We implement tick-, volume-, and dollar-runs bars in Python and MQL5 and align them with the existing bar‑building framework. The article details the dual‑accumulator update, offline calibration with per‑side seeds

All Pivot Points MT5 : An indicator for drawing all important Pivot Points including: "Classic", "Camarilla", "Woodie", "Floor", "Fibonacci", "Fibonacci_Retracement". Author: Hossein Nouri

Check out the new article: MQL5 Trading Tools (Part 33): Building a Rich Content Markup Documentation System for MQL5 Programs . We extend the Part 9 setup wizard to build a canvas-based, in-chart documentation system for MetaTrader 5. The panel is tabbed and scrollable, supports inline styling

Check out the new article: Keeping Memory Across Restarts: EA State Persistence Using Binary Files in MQL5 . This article provides a structured MQL5 framework for serializing an Expert Advisor's internal state into local binary files. It prevents data resets during platform restarts by safely

Check out the new article: Detecting and Classifying Fractal Patterns Using Machine Learning . In this article, we will touch upon the intriguing topic of fractal analysis and market forecasting using machine learning. These are just the first steps towards exploring the diverse fractal structures

Check out the new article: Engineering a Self-Healing Expert Advisor in MQL5 (Part 1): Persistent Trade State Architecture . This article demonstrates how to build the persistence foundation of a self-healing Expert Advisor in MQL5 using SQLite. Readers will learn how to create a permanent

Check out the new article: Joint Recurrence Quantification Analysis (JRQA) in MQL5: Detecting Simultaneous Recurrence in Two Series . We extend the RQA library for MetaTrader 5 with JRQA, which detects when two series simultaneously revisit their own past states. The article covers the joint

Check out the new article: Meta-Labeling the Classics (Part 1): Filtering and Sizing RSI Trades . RSI accumulates losses in trending conditions by firing at every threshold crossing regardless of market regime. A Random Forest secondary classifier trained on 12 contextual features — RSI momentum

Check out the new article: Launching MetaTrader VPS: A step-by-step guide for first-time users . Everyone who uses trading robots or signal subscriptions sooner or later recognizes the need to rent a reliable 24/7 hosting server for their trading platform. We recommend using MetaTrader VPS for

Swing High Low and Fibonacci Retracement Indicator : This is an indicator that combines swing high/low and Fibonacci Retracement to identify potential buying zones. Author: Minh Hieu Hoang

fair value gap/imbalance : Dynamic Fair Value Gap (FVG) is an MQL5 indicator for MetaTrader 5 that automatically detects market price imbalances. This indicator is perfectly suited for traders utilizing the Smart Money Concepts (SMC) strategy. Author: reza rahmad

multiple order stop limit : this script to make multiple pending order limit or stop order like buystop buylimit or sellstop selllimit Author: reza rahmad

Prime Quantum AI — TRADE WITH AI (Anthropic Claude, OpenAI GPT, Google Gemini, DeepSeek, xAI Grok). : Prime Quantum AI is an MT5 Expert Advisor combining a classical pre-filter (ADX + Alligator) with AI vision-based chart confirmation from major AI providers (Anthropic Claude, OpenAI GPT, Google

Institutional Market Reversal - The SMC way : IMR is a multi-layered quantitative reversal finder designed for discretionary price-action traders who refuse to trade blind. It helps traders understand what's the current market regime. Whether its an accumulation, distribution or continuation

Check out the new article: Covariance Matrix Adaptation Evolution Strategy (CMA-ES) . The article explores one of the most interesting non-gradient optimization algorithms, which learns to understand the geometry of the objective function. We will focus on the classical implementation of CMA-ES with

Check out the new article: Integrating AI into 3 Smart Money Concepts (SMC): OB, BOS, and FVG . This guide integrates a trained XGBoost model (ONNX) into an SMC EA to evaluate trade setups before execution. The Python pipeline labels historical XAUUSD events and produces a 12-feature representation

Check out the new article: News Filtering with MetaTrader 5 Economic Calendar and CSV Fallback . This article presents a self-contained news filter module for MetaTrader 5 built on the platform's economic calendar API. It implements symbol-to-currency mapping, pre- and post-event trading pauses, and

Check out the new article: Building Volatility Models in MQL5 (Part II): Implementing GJR-GARCH and TARCH in MQL5 . The article implements GJR-GARCH and TARCH in an MQL5 volatility library and explains why asymmetry improves on standard ARCH/GARCH. It covers model formulation, parameterization, and

New article New Article Publishing System at the MQL5.community is published: We present you a new article publishing system at the MQL5.community. In the new system, we have tried to make the whole process of article writing clear and comfortable by breaking it into several steps. At each step we

Check out the new article: Building a Correlation-Aware Multi-EA Portfolio Scorer in MQL5 . Most algo traders optimize Expert Advisors individually but never measure how they behave together on a single account. Correlated strategies amplify drawdowns instead of reducing them, and coverage gaps

New article MQL5 Programming Basics: Time is published: The article focuses on standard MQL5 functions for working with time, as well as programming techniques and practically useful functions for working with time that are required when creating Expert Advisors and indicators. Particular attention

XANDER Grid XAUUSD : Bidirectional grid EA for Gold (XAUUSD). Ideal for ProCent accounts. Includes Daily Profit Target and Max Drawdown protection. Author: Cristhian Alexander Gaibor Cuasquer

CHistoryPositionInfo Class : A class for easy access to the closed position properties. Author: amrali

Check out the new article: Building the Market Structure Sentinel Indicator in MQL5 . This article builds a Market Structure Sentinel indicator in MQL5 that detects and visualizes Smart Money Concepts (SMC) events, including Break of Structure (BOS) and Change of Character (CHOCH), in real time. It

Check out the new article: How to Detect and Normalize Chart Objects in MQL5 (Part 1): Building a Chart Object Detection Engine . This article addresses the interpretative gap between visual chart objects and algorithmic execution. You will build a systematic detector that iterates over all chart

Check out the new article: Building a Megaphone Pattern Indicator in MQL5 . Build a megaphone pattern indicator in MQL5 that detects expanding structures on the chart. The article walks through swing identification and refinement, trend line validation, breakout confirmation, and SL/TP projection

Check out the new article: Publish Your Article Code to MQL5 Algo Forge in 10 Minutes: A Step-by-Step Guide . The article provides a step-by-step guide on how to migrate code from a published project into a fully-fledged MQL5 Algo Forge project. You will set up the environment and authentication in

Check out the new article: Market Microstructure in MQL5: Estimating ARFIMA d with GPH (Part 3) . A GPH‑based estimator for d, the key ARFIMA parameter, is added to MicroStructure_Foundation.mqh. GPHEstimator() computes d via log‑periodogram regression, while PopulateARFIMAAnalysis() stores d with

Heiken Ashi Smoothed : Heiken Ashi is a very well known indicator. One of the variations that is actually improving the indicator is the "smoothed" version. The logic behind the smoothed version is simple: Instead of using "raw" prices" for calculations, it's using smoothed/filtered/averaged prices