Articles, Library comments - page 22

Check out the new article: MetaTrader 5 Machine Learning Blueprint (Part 2): Labeling Financial Data for Machine Learning . In this second installment of the MetaTrader 5 Machine Learning Blueprint series, you’ll discover why simple labels can lead your models astray—and how to apply advanced

Market Clock Pro : Candle countdown HUD with trading sessions (UTC), live spread and anomaly detection, daily range vs ADR, and market-closed state with reason (holiday / weekend / session). Holidays calendar included for seven major markets. Author: Marcelo Alejandro Borasi

ASQ Session Manager : Institutional-grade forex session detection and analysis library for MetaTrader 5. Author: Muharrem Rogova

Check out the new article: Developing a robot in Python and MQL5 (Part 1): Data preprocessing . Developing a trading robot based on machine learning: A detailed guide. The first article in the series deals with collecting and preparing data and features. The project is implemented using the Python

Smart Trend Follower : This EA is designed to automatically follow market trends using signals from the Moving Average and Stochastic Oscillator indicators. The EA detects buy and sell signals by utilizing MA crossovers and confirms the trend with Stochastic. Additionally, the EA includes automatic

Check out the new article: Fractal-Based Algorithm (FBA) . The article presents a new metaheuristic method based on a fractal approach to partitioning the search space for solving optimization problems. The algorithm sequentially identifies and separates promising areas, creating a self-similar

Basket Manager EA : This EA is meant to impose a few rules to manage baskets. Author: Yashar Seyyedin

Check out the new article: MQL5 Wizard Techniques You should know (Part 86): Speeding Up Data Access with a Sparse Table for a Custom Trailing Class . We revamp our earlier articles on testing trade setups with the MQL5 Wizard by putting a bit more emphasis on input data quality, cleaning, and

Check out the new article: GoertzelBrain: Adaptive Spectral Cycle Detection with Neural Network Ensemble in MQL5 . GoertzelBrain combines Goertzel spectral analysis with an online‑trained neural network ensemble to convert cycle features into a directional confirmation signal. The indicator builds a

VR Locker Lite - Trading strategy based on a positive lock : Works using a positive lock; the trading robot creates one positive lock, and the trader decides what to do with it. Author: Vladimir Pastushak

Check out the new article: Feature Engineering for ML (Part 1): Fractional Differentiation — Stationarity Without Memory Loss . Integer differentiation forces a binary choice between stationarity and memory: returns (d=1) are stationary but discard all price-level information; raw prices (d=0)

Check out the new article: Formulating Dynamic Multi-Pair EA (Part 8): Time-of-Day Capital Rotation Approach . This article presents a Time-of-Day capital rotation engine for MQL5 that allocates risk by trading session instead of using uniform exposure. We detail session budgets within a daily risk

Check out the new article: MetaTrader 5 Machine Learning Blueprint (Part 12): Probability Calibration for Financial Machine Learning . Tree-based classifiers are typically overconfident: true win rates near 0.55 appear as 0.65–0.80 and inflate position sizes and Kelly fractions. This article

Terminator_v2.0 : Initial position opens by indicator signals (there are six variants). If loss position occurs, adding with the increasing lot performs Author: Дмитрий

Breaker Block Detector MT4 - Smart Money ICT : Detects breaker blocks — order blocks that failed and flipped polarity. Bullish OB broken down becomes bearish breaker (and vice versa). Author: Kestutis Balciunas

Indicator of Trading Sessions: The indicator shows the beginnings and the ends of three trading sessions: Asian, European, and American. Author: Igor Kim

MD5 Hash : Calculation of 32 digit string MD5-hash from transmitted byte array Author: O_o

Candle Body Ratio : An original indicator designed to analyze price action and provide buy/sell signals. Author: Hammad Dilber

BEC Trade Breakeven Trail Manager : BEC is an advanced trade management Expert Advisor designed to automate breakeven, trailing stop, and position control — all from a powerful on-chart dashboard. Author: Shafiq Ur Rehman Siddiqui

Check out the new article: Chaos optimization algorithm (COA): Continued . We continue studying the chaotic optimization algorithm. The second part of the article deals with the practical aspects of the algorithm implementation, its testing and conclusions. In the previous article , we introduced

The Expert Advisor based on 2 lines of the Moving Average: The Moving Average indicator values are used for trading. If the fast Moving Average line is above the slow Moving Average line, and the distance between these two lines is greater than specified, then a buy order is opened. The opposite...

Hon APS Advanced Pattern Scanner with DOM and News Integration : Hon-APS (Advanced Pattern Scanner) is a sophisticated, open-source Expert Advisor for MT5. Unlike typical retail bots relying on lagging indicators, Hon-APS trades structural breakouts backed by quantitative Order Flow algorithms. It

Auto Fibonacci Retracement Levels MT4 : Automatically draws Fibonacci retracement and extension levels based on the most recent ZigZag swing high and low. Updates dynamically as new swing points form. Author: Kestutis Balciunas

Check out the new article: Chaos optimization algorithm (COA) . This is an improved chaotic optimization algorithm (COA) that combines the effects of chaos with adaptive search mechanisms. The algorithm uses a set of chaotic maps and inertial components to explore the search space. The article

ASQ Command Desk : ASQ CommandDesk is a professional order management panel for manual traders on MetaTrader 5. You make the trading decisions — CommandDesk handles execution, risk control, and exit management automatically. Author: Muharrem Rogova

TrendMomentumEA : Automated trend-following EA using EMA, RSI, and Stochastic signals to open trades on the last closed candle with Stop Loss and Take Profit. Author: mazen nafee

Check out the new article: Can DOOM Run in MetaTrader 5: DLLs, Rendering, and MQL5 Input? . This article demonstrates how to run DOOM inside MetaTrader 5 by integrating a native Windows DLL with an MQL5 Expert Advisor. We cover building the DLL, real-time framebuffer rendering via ResourceCreate

i-Regression Channel : i-Regression Channel generates regression channel. Linear regression channel consists of two parallel lines located at the equal distance from the linear regression trend line. The distance between the channel borders and the regression line is equal to the value of the

Uniformity Factor Script : The script provides a quick estimation of an exponent/power factor for transformation of variable-length price increments into uniform distibution, that makes them a "random walk". The estimated value characterizes current symbol as more profitable when using in a

Candle Pattern Recognition Unit : An indicator to detect and mark all popular candle patterns Author: Conor Mcnamara