Articles, Library comments - page 95

Check out the new article: Automating Trading Strategies in MQL5 (Part 20): Multi-Symbol Strategy Using CCI and AO . In this article, we create a multi-symbol trading strategy using CCI and AO indicators to detect trend reversals. We cover its design, MQL5 implementation, and backtesting process

AutoTrendLinien : Autotrendlinien generates a channel in the direction of an existing trend. Author: Nikolay Kositsin

Check out the new article: Self Optimizing Expert Advisors in MQL5 (Part 8): Multiple Strategy Analysis (Part 2) . Join us for our follow-up discussion, where we will merge our first two trading strategies into an ensemble trading strategy. We shall demonstrate the different schemes possible for

Check out the new article: Fast trading strategy tester in Python using Numba . The article implements a fast strategy tester for machine learning models using Numba. It is 50 times faster than the pure Python strategy tester. The author recommends using this library to speed up mathematical

Exponential moving average : Exponential moving average Author: Mladen Rakic

Glitch Index : Source of this on is February 2004, Active Trader magazine. System concept This system was inspired by the more successful stock systems that have appeared in the Trading System Lab. These strategies share a common timing technique - they attempt to take advantage of minor extreme

Check out the new article: Developing a Replay System (Part 73): An Unusual Communication (II) . In this article, we will look at how to transmit information in real time between the indicator and the service, and also understand why problems may arise when changing the timeframe and how to solve

Check out the new article: William Gann methods (Part I): Creating Gann Angles indicator . What is the essence of Gann Theory? How are Gann angles constructed? We will create Gann Angles indicator for MetaTrader 5. The Angle Bounce strategy is based on the assumption that Gann angle lines often act

Working with sockets in MQL5 : This library will allow you to tranfser realtime quotes from MetaTrader 5 to external server application. The TCP protocol is used, it allows to transfer the data not only locally, but globally all over the Internet. The Winsock2 library (ws2_32.dll) is used for

New article Forecasting with ARIMA models in MQL5 has been published: In this article we continue the development of the CArima class for building ARIMA models by adding intuitive methods that enable forecasting. It is well known that ARIMA models rely on temporal dependences in a dataset. Therefore

Check out the new article: Atomic Orbital Search (AOS) algorithm . The article considers the Atomic Orbital Search (AOS) algorithm, which uses the concepts of the atomic orbital model to simulate the search for solutions. The algorithm is based on probability distributions and the dynamics of

Dollar Index : The U.S. Dollar Index ( USDX , DXY , DX ) is an index (or measure) of the value of the United States dollar relative to a basket of foreign currencies, often referred to as a basket of U.S. trade partners' currencies. The Index goes up when the U.S. dollar gains "strength" (value)

Check out the new article: Installing MetaTrader 5 and Other MetaQuotes Apps on HarmonyOS NEXT . Easily install MetaTrader 5 and other MetaQuotes apps on HarmonyOS NEXT devices using DroiTong. A detailed step-by-step guide for your phone or laptop. Huawei users running HarmonyOS NEXT can now easily

New article Developing stock indicators featuring volume control through the example of the delta indicator has been published: The article deals with the algorithm of developing stock indicators based on real volumes using the CopyTicks() and CopyTicksRange() functions. Some subtle aspects of

New Concept: Trailing Take Profit : On contrast with Trailing Stop which a stop loss trails price until the price hits the stop loss and the position gets closed in profit, introducing Trailing Take Profit which take profit trails price when a position is in loss and ultimately the position gets

3D Moving Average : The first really 3D indicator "Moving Average". Author: Nikolai Semko

Check out the new article: Creating a Trading Administrator Panel in MQL5 (Part XII): Integration of a Forex Values Calculator . Accurate calculation of key trading values is an indispensable part of every trader’s workflow. In this article, we will discuss, the integration of a powerful utility—the

Check out the new article: Data Science and ML (Part 44): Forex OHLC Time series Forecasting using Vector Autoregression (VAR) . Explore how Vector Autoregression (VAR) models can forecast Forex OHLC (Open, High, Low, and Close) time series data. This article covers VAR implementation, model

Astro Indicators : Show the aspect of two planets, the declination of planets or just the Body position. Author: Jens

Moving Average x Relative Strength Indicator EA : A Simple RSI and Moving Average-Based Expert Advisor for MQL5 Author: Harrison Kiptallam Kipchumba

Check out the new article: Python, ONNX and MetaTrader 5: Creating a RandomForest model with RobustScaler and PolynomialFeatures data preprocessing . In this article, we will create a random forest model in Python, train the model, and save it as an ONNX pipeline with data preprocessing. After that

Nadaraya Watson Envelope : This tool outlines extremes made by the prices within the selected window size. This is achieved by estimating the underlying trend in the price using kernel smoothing, calculating the mean absolute deviations from it, and adding/subtracting it from the estimated

Stochastic_Cross_Alert_SigOverlayM_cw : The indicator generates buy and sell signals and issues alerts in case of the Stochastic Oscillator indicator overbought or oversold levels crossing. Author: Nikolay Kositsin

Check out the new article: Price Action Analysis Toolkit Development (Part 28): Opening Range Breakout Tool . At the start of each trading session, the market’s directional bias often becomes clear only after price moves beyond the opening range. In this article, we explore how to build an MQL5

Check out the new article: From Novice to Expert: Animated News Headline Using MQL5 (II) . Today, we take another step forward by integrating an external news API as the source of headlines for our News Headline EA. In this phase, we’ll explore various news sources—both established and emerging—and

MTF_RSI : The Multi timeframes RSI indicator Author: Scriptor

Sprut : Grid of Stop and Limit pending orders. Grid features : the first pending grid order can be placed at the First xxxx price or at a certain DeltaFirst xxxx distance from the current price. If First xxxx exceeds zero, the DeltaFirst xxxx parameter is not considered, and vice versa, when First

2 Moving Averages : 2 Moving Averages is a custom MQL4 indicator that uses two moving averages (fast and slow) to identify potential trend changes and generate buy or sell signals based on crossover points. It enhances signal reliability by optionally integrating support and resistance levels

New article Neural networks made easy (Part 7): Adaptive optimization methods has been published: In previous articles, we used stochastic gradient descent to train a neural network using the same learning rate for all neurons within the network. In this article, I propose to look towards adaptive

Check out the new article: Training a multilayer perceptron using the Levenberg-Marquardt algorithm . The article presents an implementation of the Levenberg-Marquardt algorithm for training feedforward neural networks. A comparative analysis of performance with algorithms from the scikit-learn