Articles, Library comments - page 21

Check out the new article: Statistical Arbitrage Through Mean Reversion in Pairs Trading: Beating the Market by Math . This article describes the fundamentals of portfolio-level statistical arbitrage. Its goal is to facilitate the understanding of the principles of statistical arbitrage to readers

Check out the new article: Introduction to MQL5 (Part 34): Mastering API and WebRequest Function in MQL5 (VIII) . In this article, you will learn how to create an interactive control panel in MetaTrader 5. We cover the basics of adding input fields, action buttons, and labels to display text. Using

Check out the new article: Creating Custom Indicators in MQL5 (Part 4): Smart WaveTrend Crossover with Dual Oscillators . In this article, we develop a custom indicator in MQL5 called Smart WaveTrend Crossover, utilizing dual WaveTrend oscillators—one for generating crossover signals and another for

Check out the new article: Market Simulation (Part 08): Sockets (II) . How about creating something practical using sockets? In today's article, we'll start creating a mini-chat. Let's look together at how this is done - it will be very interesting. Please note that the code provided here is for

Check out the new article: Neural Networks in Trading: Two-Dimensional Connection Space Models (Chimera) . In this article, we will explore the innovative Chimera framework: a two-dimensional state-space model that uses neural networks to analyze multivariate time series. This method offers high

Check out the new article: Larry Williams Market Secrets (Part 3): Proving Non-Random Market Behavior with MQL5 . Explore whether financial markets are truly random by recreating Larry Williams’ market behavior experiments using MQL5. This article demonstrates how simple price-action tests can

Check out the new article: Sigma Score Indicator for MetaTrader 5: A Simple Statistical Anomaly Detector . Build a practical MetaTrader 5 “Sigma Score” indicator from scratch and learn what it really measures: The z-score of log returns (how many standard deviations the latest move is from the

Check out the new article: Neuroboids Optimization Algorithm (NOA) . A new bioinspired optimization metaheuristic, NOA (Neuroboids Optimization Algorithm), combines the principles of collective intelligence and neural networks. Unlike conventional methods, the algorithm uses a population of

Check out the new article: Self Optimizing Expert Advisor with MQL5 And Python (Part III): Cracking The Boom 1000 Algorithm . In this series of articles, we discuss how we can build Expert Advisors capable of autonomously adjusting themselves to dynamic market conditions. In today's article, we will

EMA_RSI_RISK-EA : Expert Advisor for MetaTrader 5 that combines Exponential Moving Averages (EMA) and Relative Strength Index (RSI) to generate trading signals. Includes risk management features and trading time filter. Author: solyemam

Check out the new article: Larry Williams Market Secrets (Part 2): Automating a Market Structure Trading System . Learn how to automate Larry Williams market structure concepts in MQL5 by building a complete Expert Advisor that reads swing points, generates trade signals, manages risk, and applies a

New article Exploring Trading Strategy Classes of the Standard Library - Customizing Strategies is published: This article is intended for novice/beginner users who want to approach some kind of customization with functionality and without writing an EA from scratch. In MetaTrader 5 we have a great

Check out the new article: Successful Restaurateur Algorithm (SRA) . Successful Restaurateur Algorithm (SRA) is an innovative optimization method inspired by restaurant business management principles. Unlike traditional approaches, SRA does not discard weak solutions, but improves them by combining

Check out the new article: Neural Networks in Trading: Multi-Task Learning Based on the ResNeXt Model (Final Part) . We continue exploring a multi-task learning framework based on ResNeXt, which is characterized by modularity, high computational efficiency, and the ability to identify stable

Optimization criteria and charts saver : Collecting different optimization criteria (there were 38 in the first version) and balance and equity charts during optimization. Author: Aleksei Kuznetsov

cIntSpeech : It speaks the specified text using the speech engine. The cIntSpeech class has an only Say() method, it has two parameters. The first is the text to speak, the second is used to allow printing the text in "Experts" tab. Author: Дмитрий

Check out the new article: How to Create an Interactive MQL5 Dashboard/Panel Using the Controls Class (Part 1): Setting Up the Panel . In this article, we create an interactive trading dashboard using the Controls class in MQL5, designed to streamline trading operations. The panel features a title

Session Daylight Gradient — Ambient Forex Session Overlay : A lightweight chart overlay that paints a smooth “daylight” gradient across Pacific, Asia, London, and New York sessions—plus optional session separators, event labels, and “sunray” highlights for scheduled news. Includes UTC/Broker/PC time

New article How to create a graphical panel of any complexity level has been published: The article provides a detailed explanation of how to create a panel on the basis of the CAppDialog class and how to add controls to the panel. It includes the description of the panel structure and a scheme of

Backtesting Trade Assistant Panel : Backtesting Trade Assistant Panel Author: Amirhossein Heydarijokani

Wick Rejection Scanner Dashboard (Multi-Symbol / Multi-TF) : Scan multiple symbols and timeframes for wick-based rejection candles and display the latest signals in a clean on-chart dashboard with strength scoring, signal age, optional markers, and alerts. Author: Arnold Holm

Candle : Trades based on the previous candlestick. Author: Vladimir Karputov

The Playground Series v1 to V4 - A combination of trading concepts : The Playground EA series was created for experimentation with Fair Value Gaps (FVGs) and liquidity concepts Author: Jade Ethan Terblanche

Autotrader Momentum : The Expert Advisor compares Close prices Author: Vladimir Karputov

OB Trader Order Block Strategy tester : This EA Uses Ict's smart money concept - "Order Blocks" - to place trades Author: Jade Ethan Terblanche

News Spread Risk Dashboard (Spike and Gap Monitor) : A compact on-chart dashboard that monitors live spread behavior, tracks rolling Min/Max/Avg, and warns on abnormal spread spikes (news, low liquidity, rollover) using adaptive or fixed thresholds with optional alerts. Author: Arnold Holm

Hunter v2, Liquidity Library and Fvg Detection Library : An advanced version of the Hunter EA that integrates Fair Value Gap (FVG) analysis with daily bias trading. This expert advisor offers two distinct trading modes, allowing for either immediate FVG-based entries or more precise

The Wick Sculper V7 : The Wick Sculper V7 Rando EMA trading strategy uses a combination of two exponential moving averages (EMAs) to generate buy and sell signals. Author: Jade Ethan Terblanche

Hunter V1 : The Hunter EA uses the FVGLibrary and LiquidityLibrary to detect market bias and make trading decisions. The EA operates on a specified hourly timeframe and uses a profit target to manage risk. Author: Jade Ethan Terblanche

Builov Utilita - Strategy : This tool is an indicator-calculator. It does not trade by itself — it instantly calculates a safe position size (lot) for your trade. Author: Aleksandr Builov