Articles, Library comments - page 2

Check out the new article: Engineering Trading Discipline into Code (Part 3): Enforcing Symbol-Level Trading Boundaries with a Whitelist System in MQL5 . This article details an MQL5 framework that restricts trading to an approved set of symbols. The solution combines a shared library, a

Check out the new article: Overcoming The Limitation of Machine Learning (Part 4): Overcoming Irreducible Error Using Multiple Forecast Horizons . Machine learning is often viewed through statistical or linear algebraic lenses, but this article emphasizes a geometric perspective of model

New article Using Self-Organizing Feature Maps (Kohonen Maps) in MetaTrader 5 is published: One of the most interesting aspects of Self-Organizing Feature Maps (Kohonen maps) is that they learn to classify data without supervision. In its basic form it produces a similarity map of input data

Check out the new article: Developing an Expert Advisor (EA) based on the Consolidation Range Breakout strategy in MQL5 . This article outlines the steps to create an Expert Advisor (EA) that capitalizes on price breakouts after consolidation periods. By identifying consolidation ranges and setting

CRT Indicator(STF) : Explorer : This is a minimalist CRT (Candle Range Theory) visualizer built in under 100 lines, revealing what “picture-perfect” single-timeframe setups actually produce across real markets. Author: Chukwubuikem Okeke

Check out the new article: Market Profile indicator . In this article, we will consider Market Profile indicator. We will find out what lies behind this name, try to understand its operation principles and have a look at its terminal version (MarketProfile). The Market Profile reflects the

ExMachina Telegram Bridge : Connect your MetaTrader 5 account to Telegram. Receive instant notifications every time a trade opens, closes, or gets modified — directly in your phone. This is a notification-only Expert Advisor. It does not place, modify, or close any trades. It monitors your account

Check out the new article: MQL5 Trading Tools (Part 23): Camera-Controlled, DirectX-Enabled 3D Graphs for Distribution Insights . In this article, we advance the binomial distribution graphing tool in MQL5 by integrating DirectX for 3D visualization, enabling switchable 2D/3D modes with

Candle Time End and Spread : The indicator displays the current spread and the time till closing the current bar (candlestick) at the same time . Author: Olexiy Polyakov

Limit channels - with states : Limit channels - with states Author: Mladen Rakic

Check out the new article: Creating an MQL5-Telegram Integrated Expert Advisor (Part 5): Sending Commands from Telegram to MQL5 and Receiving Real-Time Responses . In this article, we create several classes to facilitate real-time communication between MQL5 and Telegram. We focus on retrieving

Check out the new article: Implementing the Truncated Newton Conjugate-Gradient Algorithm in MQL5 . This article implements a box‑constrained Truncated Newton Conjugate‑Gradient (TNC) optimizer in MQL5 and details its core components: scaling, projection to bounds, line search, and Hessian‑vector

Check out the new article: Mastering PD Arrays: Optimizing Trading from Imbalances in PD Arrays . This is an article about a specialized trend-following EA that aims to clearly elaborate how to frame and utilize trading setups that occur from imbalances found in PD arrays. This article will explore

ATR Strength Index : Average True Range input to the RSI formula adds direction to ATR. Author: maximo

VR Breakdown level - Trading strategy based on a breakout of the previous High or Low : A simple trading strategy based on breakouts of prior Highs and Lows. Author: Vladimir Pastushak

Adaptive VWAP Institutional : Adaptive VWAP Institutional: Multi-Asset Auto-Detection & DST-Accurate Session Resets (Forex 5PM NY Standard). Author: awran5

Check out the new article: Package-based approach with KnitPkg for MQL5 development . For maximum reliability and productivity in MetaTrader products built with MQL, this article advocates a development approach based on reusable “packages” managed by KnitPkg, a project manager for MQL5/MQL4. A

Check out the new article: MetaTrader 5 Machine Learning Blueprint (Part 1): Data Leakage and Timestamp Fixes . Before we can even begin to make use of ML in our trading on MetaTrader 5, it’s crucial to address one of the most overlooked pitfalls—data leakage. This article unpacks how data leakage

MultiTester : Multiple runs/optimisations in Tester. Author: fxsaber

Check out the new article: Neural Networks in Trading: Integrating Chaos Theory into Time Series Forecasting (Attraos) . The Attraos framework integrates chaos theory into long-term time series forecasting, treating them as projections of multidimensional chaotic dynamic systems. Exploiting

Check out the new article: From Novice to Expert: Predictive Price Pathways . Fibonacci levels provide a practical framework that markets often respect, highlighting price zones where reactions are more likely. In this article, we build an expert advisor that applies Fibonacci retracement logic to

Check out the new article: Tables in the MVC Paradigm in MQL5: Customizable and sortable table columns . In the article, we will make the table column widths adjustable using the mouse cursor, sort the table by column data, and add a new class to simplify the creation of tables based on any data

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

Check out the new article: Larry Williams Market Secrets (Part 13): Automating Hidden Smash Day Reversal Patterns . The article builds a transparent MQL5 Expert Advisor for Larry Williams’ hidden smash day reversals. Signals are generated only on new bars: a setup bar is validated, then confirmed

Check out the new article: MQL5 Trading Tools (Part 22): Graphing the Histogram and Probability Mass Function (PMF) of the Binomial Distribution . This article develops an interactive MQL5 plot for the binomial distribution, combining a histogram of simulated outcomes with the theoretical

Rank AutoCorrelation : Indicator includes Spearman rank correlation and Pearson correlation. Author: Mladen Rakic

Check out the new article: Neural Networks in Trading: Integrating Chaos Theory into Time Series Forecasting (Final Part) . We continue to integrate methods proposed by the authors of the Attraos framework into trading models. Let me remind you that this framework uses concepts of chaos theory to

MACD Sample : The MACD Sample EA is included in the standard pack of the MetaTrader 5 client terminal and is an example of the EA that trades using the MACD indicator. The file of the MACD Sample.mq5 Expert Advisor is located in terminal_data_folder\MQL5\Experts\Examples\MACD\". This Expert Advisor

Check out the new article: Data Science and ML (Part 29): Essential Tips for Selecting the Best Forex Data for AI Training Purposes . In this article, we dive deep into the crucial aspects of choosing the most relevant and high-quality Forex data to enhance the performance of AI models. With all the

Check out the new article: William Gann methods (Part III): Does Astrology Work? . Do the positions of planets and stars affect financial markets? Let's arm ourselves with statistics and big data, and embark on an exciting journey into the world where stars and stock charts intersect. The basic idea