Articles, Library comments - page 46

Exp_RSIOMA : The Exp_RSIOMA Expert Advisor based on the signals taken from the RSIOMA histogram. Author: Nikolay Kositsin

Check out the new article: Neural Networks Made Easy (Part 97): Training Models With MSFformer . When exploring various model architecture designs, we often devote insufficient attention to the process of model training. In this article, I aim to address this gap. The initial training dataset gives

Check out the new article: MQL5 Wizard Techniques you should know (Part 52): Accelerator Oscillator . The Accelerator Oscillator is another Bill Williams Indicator that tracks price momentum's acceleration and not just its pace. Although much like the Awesome oscillator we reviewed in a recent

Profit labels for closed trades (deals) : Creating profit labels on deals (closed trades) which also show in the strategy tester Author: Conor Mcnamara

Check out the new article: Ensemble methods to enhance classification tasks in MQL5 . In this article, we present the implementation of several ensemble classifiers in MQL5 and discuss their efficacy in varying situations. The classification ensembles discussed in this article operate under specific

Check out the new article: Deep Learning GRU model with Python to ONNX with EA, and GRU vs LSTM models . We will guide you through the entire process of DL with python to make a GRU ONNX model, culminating in the creation of an Expert Advisor (EA) designed for trading, and subsequently comparing GRU

Check out the new article: Creating an MQL5-Telegram Integrated Expert Advisor (Part 4): Modularizing Code Functions for Enhanced Reusability . In this article, we refactor the existing code used for sending messages and screenshots from MQL5 to Telegram by organizing it into reusable, modular

SL-TP Values : Indicator displays the value of defined stop loss and or take profit in the deposit currency. Note: It calculates an estimated value based on a simple calculation and does not take into account brokerage commissions. Author: Livio Alves

Exp_Ozymandias : A trading system using the Ozymandias indicator. Author: Nikolay Kositsin

PVT : Price Volume Trend (PVT) is an indicator of price trend and volume, similar to the standard On Balance Volume (OBV) indicator. The indicator has no configurable parameters. Calculation formula: PVT = ((Close - Close(-1)) / Close(-1)) * TickVolume + PVT(-1) Interpretation of indicator values is

Exp_MovingAverage_FN : The Expert Advisor is based on changing the direction of the MovingAverage_FN (digital hybrid and analog filtering indicator). Fig. 1. The instances of history of deals on the chart. Author: Nikolay Kositsin

CloseAllPositions : The script closes all open positions on the current account. Author: Nikolay Kositsin

Check out the new article: Artificial Electric Field Algorithm (AEFA) . The article presents an artificial electric field algorithm (AEFA) inspired by Coulomb's law of electrostatic force. The algorithm simulates electrical phenomena to solve complex optimization problems using charged particles and

Check out the new article: Introduction to MQL5 (Part 10): A Beginner's Guide to Working with Built-in Indicators in MQL5 . This article introduces working with built-in indicators in MQL5, focusing on creating an RSI-based Expert Advisor (EA) using a project-based approach. You'll learn to retrieve

New article MQL5 for Newbies: Guide to Using Technical Indicators in Expert Advisors is published: In order to obtain values of a built-in or custom indicator in an Expert Advisor, first its handle should be created using the corresponding function. Examples in the article show how to use this or

Exp_XOSignal_ReOpen : The Exp_XOSignal_ReOpen trading system based on the signals of the XOSignal indicator with trend following scaling. Author: Nikolay Kositsin

Stoch RSI MT4 : The Stochastic RSI indicator (Stoch RSI) is essentially an indicator of an indicator. It is used in technical analysis to provide a stochastic calculation to the RSI indicator. This means that it is a measure of RSI relative to its own high/low range over a user defined period of

RectangleTest : The EA trades using the Rectangle, EMA and SMA indicators. Author: Igor Widiger

Range Levels : The indicator draws the nearest levels of the specified price range. Author: Evgeniy Chumakov

Check out the new article: Neural Networks Made Easy (Part 85): Multivariate Time Series Forecasting . In this article, I would like to introduce you to a new complex timeseries forecasting method, which harmoniously combines the advantages of linear models and transformers. The main idea of Client

Trading Simulator 2: The program-simulator v.2 for perfecting strategy, testing of indicators and trainings of trading skills. Author: Денис Орлов

Cointegration : The indicator calculates and displays a linear relationship between two or more financial symbols. Author: Maxim Dmitrievsky

Check out the new article: MQL5 Wizard Techniques you should know (Part 27): Moving Averages and the Angle of Attack . The Angle of Attack is an often-quoted metric whose steepness is understood to strongly correlate with the strength of a prevailing trend. We look at how it is commonly used and

Check out the new article: Forex spread trading using seasonality . The article examines the possibilities of generating and providing reporting data on the use of the seasonality factor when trading spreads on Forex. Here we will consider the search for statistical relationships and available

New article Creating a Multi-Currency Multi-System Expert Advisor has been published: I believe there are quite a few traders who trade more than one trading symbol and use multiple strategies. This approach does not only allow you to potentially increase your profit but to also minimize the risk of

Grr-al : The Expert Advisor is profitable only if the "Open prices" only or "1 minute OHLC" modes used in Strategy Tester. It uses the knowledge about the M1 OHLC tick generation algorithm in Strategy Tester of MetaTrader 5: If the price began to decrease after the new bar opening, it is guaranteed

NeuroNirvamanEA 2 : The trading system is based on a simple neural network. Author: Vladimir Karputov

Check out the new article: Developing an MQTT client for MetaTrader 5: a TDD approach — Final . This article is the last part of a series describing our development steps of a native MQL5 client for the MQTT 5.0 protocol. Although the library is not production-ready yet, in this part, we will use

Symbol : A library for working with traditional and custom symbols Author: fxsaber

Check out the new article: Econometric tools for forecasting volatility: GARCH model . The article describes the properties of the non-linear model of conditional heteroscedasticity (GARCH). The iGARCH indicator has been built on its basis for predicting volatility one step ahead. The ALGLIB