Articles, Library comments - page 71

Check out the new article: Population optimization algorithms: Whale Optimization Algorithm (WOA) . Whale Optimization Algorithm (WOA) is a metaheuristic algorithm inspired by the behavior and hunting strategies of humpback whales. The main idea of WOA is to mimic the so-called "bubble-net" feeding

Check out the new article: Seasonality Filtering and time period for Deep Learning ONNX models with python for EA . Can we benefit from seasonality when creating models for Deep Learning with python? Does filtering data for the ONNX models help to get better results? What time period should we use

Check out the new article: MQL5 Wizard Techniques you should know (Part 16): Principal Component Analysis with Eigen Vectors . Principal Component Analysis, a dimensionality reducing technique in data analysis, is looked at in this article, with how it could be implemented with Eigen values and

New article Library for easy and quick development of MetaTrader programs (part XXXIV): Pending trading requests - removing and modifying orders and positions under certain conditions has been published: In this article, we will complete the description of the pending request trading concept and

New article Creating and testing custom symbols in MetaTrader 5 has been published: Creating custom symbols pushes the boundaries in the development of trading systems and financial market analysis. Now traders are able to plot charts and test trading strategies on an unlimited number of financial

An Expert Advisor, based on Bollinger Bands : This Expert Advisor is based on Bollinger Bands. It uses trend-following strategy (DEMA) and Bollinger Bands indicator. It shows a stable profit in Strategy Tester during last 17 years (EURUSD M30). The Strategy: Open long position: DEМА is growing up

Check out the new article: MQL5 Trading Toolkit (Part 2): Expanding and Implementing the Positions Management EX5 Library . Learn how to import and use EX5 libraries in your MQL5 code or projects. In this continuation article, we will expand the EX5 library by adding more position management

New article Statistical Distributions in MQL5 - taking the best of R has been published: The R language is one of the best tools of statistical processing and analysis of data. Thanks to availability and support of multiple statistical distributions, it had become widespread in the analysis and

Check out the new article: Overcoming ONNX Integration Challenges . ONNX is a great tool for integrating complex AI code between different platforms, it is a great tool that comes with some challenges that one must address to get the most out of it, In this article we discuss the common issues you

Check out the new article: Neural networks made easy (Part 80): Graph Transformer Generative Adversarial Model (GTGAN) . In this article, I will get acquainted with the GTGAN algorithm, which was introduced in January 2024 to solve complex problems of generation architectural layouts with graph

Detect Fraiday of The First Week of The Month - To Detect NFP Day : This code can detect if its a friday of the first week of the month. It is usually to detect days with NFP. Sone trader dont want to trade at that day. Maybe this code can help some one who need it Author: Agus Wahyu Pratomo

FractalLevels_System : The indicator implements a breakout system using the Fractal_Levels indicator channel. Author: Nikolay Kositsin

Fractal dimension - Ehlers : Based on the June 2010 issue of TASC article by John Ehlers and Rick Ways "Fractal Dimension As A Market Mode Sensor". Short descriptions of their interpretation of fractal dimension would be the following: Fractal dimension There is no argument that market prices are

Check out the new article: Hybridization of population algorithms. Sequential and parallel structures . Here we will dive into the world of hybridization of optimization algorithms by looking at three key types: strategy mixing, sequential and parallel hybridization. We will conduct a series of

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

New article Combinatorics and probability for trading (Part V): Curve analysis has been published: In this article, I decided to conduct a study related to the possibility of reducing multiple states to double-state systems. The main purpose of the article is to analyze and to come to useful

Day Trading PAMXA : The strategy is based on two indicators calculated on two timeframes: iAO (Awesome Oscillator, AO) on the D1 TF and iStochastic (Stochastic Oscillator, Stoh) on H1. Author: Vladimir Karputov

eInTradePanel : The eInTradePanel is a panel for manual trading, it has some useful functions. It needs the minimum space on the chart. Two modes are supported: Mode 1 (Fig. 1) - Open position with specified Stop Loss and Take Profit levels (in points). Mode 2 (Fig. 2) - Placement of order with Stop

Check out the new article: MQL5 Wizard Techniques you should know (Part 28): GANs Revisited with a Primer on Learning Rates . The Learning Rate, is a step size towards a training target in many machine learning algorithms’ training processes. We examine the impact its many schedules and formats can

Check out the new article: Population optimization algorithms: Resistance to getting stuck in local extrema (Part II) . We continue our experiment that aims to examine the behavior of population optimization algorithms in the context of their ability to efficiently escape local minima when

1 Click To Close All Open Positions: Click "Close All" button to close all open positions at once. Author: grandaevus

Check out the new article: Data Science and ML (Part 26): The Ultimate Battle in Time Series Forecasting — LSTM vs GRU Neural Networks . In the previous article, we discussed a simple RNN which despite its inability to understand long-term dependencies in the data, was able to make a profitable

New article Improve Your Trading Charts With Interactive GUI's in MQL5 (Part I): Movable GUI has been published: Unleash the power of dynamic data representation in your trading strategies or utilities with our comprehensive guide on creating movable GUI in MQL5. Dive into the core concept of chart

Check out the new article: Understanding Programming Paradigms (Part 2): An Object-Oriented Approach to Developing a Price Action Expert Advisor . Learn about the object-oriented programming paradigm and its application in MQL5 code. This second article goes deeper into the specifics of

Check out the new article: Introduction to MQL5 (Part 8): Beginner's Guide to Building Expert Advisors (II) . This article addresses common beginner questions from MQL5 forums and demonstrates practical solutions. Learn to perform essential tasks like buying and selling, obtaining candlestick

OHLC Check : Checking a trading system: Close > Open → BUY signal, Close < Open → SELL signal. Author: Vladimir Karputov

Breakout Martin Gale Expert Advisor for MT5 : This is an mql5 Expert Advisor trading the breakouts and using Martin Gale risk management. Author: Peter Mueller

EA_AML : Expert Advisor that trades based on the AML indicator, at the intersection of the bar with the indicator line. Author: Im_ hungry

MQL5 Programming for Traders – Source Codes from the Book. Part 1 : The first chapter of the book introduces the MQL5 language and development environment. One of the new features introduced in the MQL5 language compared to MQL4 (MetaTrader 4 language) is support for object-oriented programming

MQL5 Wizard MA RSI : The "MQL5 Wizard MA RSI" Expert Advisor has been generated using the MQL5 Wizard based on the signals of the trend MA (Moving Average) indicator and of the RSI (Relative Strength Index) oscillator. ‌ Author: Vladimir Karputov