Articles, Library comments - page 2

Check out the new article: Developing a multi-currency Expert Advisor (Part 7): Selecting a group based on forward period . Previously, we evaluated the selection of a group of trading strategy instances, with the aim of improving the results of their joint operation, only on the same time period

Check out the new article: Learn how to trade the Fair Value Gap (FVG)/Imbalances step-by-step: A Smart Money concept approach . A step-by-step guide to creating and implementing an automated trading algorithm in MQL5 based on the Fair Value Gap (FVG) trading strategy. A detailed tutorial on

Check out the new article: Integrating MQL5 with data processing packages (Part 2): Machine Learning and Predictive Analytics . In our series on integrating MQL5 with data processing packages, we delve in to the powerful combination of machine learning and predictive analysis. We will explore how to

Save OHLCV Data from Chart to CSV File : This script saves all the OHLCV data available on the chart to a CSV file. Author: Mohammad Sh

Check out the new article: Non-stationary processes and spurious regression . The article demonstrates spurious regression occurring when attempting to apply regression analysis to non-stationary processes using Monte Carlo simulation. In this article, I will use Monte Carlo simulation to show how

Check out the new article: MQL5 Wizard Techniques you should know (Part 33): Gaussian Process Kernels . Gaussian Process Kernels are the covariance function of the Normal Distribution that could play a role in forecasting. We explore this unique algorithm in a custom signal class of MQL5 to see if

SilverTrend_HTF_Signal: SilverTrend_HTF_Signal shows a trend direction or a signal for performing a deal generated by SilverTrend_Signal indicator as a graphic object with colored trend indication or deal direction and sends alerts or audio signals in case of a market entry moment. In case a trend...

Check out the new article: Population optimization algorithms: Bird Swarm Algorithm (BSA) . The article explores the bird swarm-based algorithm (BSA) inspired by the collective flocking interactions of birds in nature. The different search strategies of individuals in BSA, including switching

Chande Momentum Oscillator: The Chande Momentum Oscillator (CMO) was developed by Tushar Chande and is a technical indicator that attempts to capture the Momentum. Chande discussed this and many other indicators in his book "The New Technical Trader: Boost Your Profit by Plugging into the Latest...

Find Swing Highs Swing Lows : The Swing High/Low Identifier for MetaTrader 5 marks significant swing highs and swing lows directly on your chart with color-coded arrows. This tool helps traders quickly identify key price levels, which can serve as resistance and support, and is ideal for trend

Custom Bid Ask lines : A customized bid and ask line which is labelled and clear to help visualize the bid and ask prices Author: Conor Mcnamara

Kamikaze Trading : This script opens order with maximal amount of volume available. Author: Mokara

Arbitrage Triangle EURGBP-EURUSD-GBPUSD by Peter Mueller : The EA identifies discrepancies between theoretical and actual currency exchange rates to execute risk-minimized trading opportunities. Author: Peter Mueller

Check out the new article: Sentiment Analysis and Deep Learning for Trading with EA and Backtesting with Python . In this article, we will introduce Sentiment Analysis and ONNX Models with Python to be used in an EA. One script runs a trained ONNX model from TensorFlow for deep learning predictions

Check out the new article: Implementing the Zeus EA: Automated Trading with RSI and Moving Averages in MQL5 . This article outlines the steps to implement the Zeus EA based on the RSI and Moving Average indicators for guiding automated trading. We will examine the functionality of Zeus EA, an

Rotating text: Easy example working with object: object creation, modification properties, redraw chart. Author: MetaQuotes Software Corp.

The Roofing Filter : The Roofing Filter Indicator was created by John Ehlers ("Cycle Analytics for Traders" pg. 80 - 82). Author: Andrei Novichkov

Check out the new article: Tuning LLMs with Your Own Personalized Data and Integrating into EA (Part 5): Develop and Test Trading Strategy with LLMs(I)-Fine-tuning . With the rapid development of artificial intelligence today, language models (LLMs) are an important part of artificial intelligence

New article Data Science and Machine Learning (Part 02): Logistic Regression has been published: Data Classification is a crucial thing for an algo trader and a programmer. In this article, we are going to focus on one of classification logistic algorithms that can probability help us identify the

Check out the new article: MQL5 Wizard Techniques you should know (Part 32): Regularization . Regularization is a form of penalizing the loss function in proportion to the discrete weighting applied throughout the various layers of a neural network. We look at the significance, for some of the

Check out the new article: Pattern Recognition Using Dynamic Time Warping in MQL5 . In this article, we discuss the concept of dynamic time warping as a means of identifying predictive patterns in financial time series. We will look into how it works as well as present its implementation in pure

Check out the new article: Example of Auto Optimized Take Profits and Indicator Parameters with SMA and EMA . This article presents a sophisticated Expert Advisor for forex trading, combining machine learning with technical analysis. It focuses on trading Apple stock, featuring adaptive

Check out the new article: Implementing a Bollinger Bands Trading Strategy with MQL5: A Step-by-Step Guide . A step-by-step guide to implementing an automated trading algorithm in MQL5 based on the Bollinger Bands trading strategy. A detailed tutorial based on creating an Expert Advisor that can be

Check out the new article: Building a Candlestick Trend Constraint Model (Part 8): Expert Advisor Development (I) . In this discussion, we will create our first Expert Advisor in MQL5 based on the indicator we made in the prior article. We will cover all the features required to make the process

The Restoring Pull Indicator : The Restoring Pull Indicator was created by John Ehlers (Stocks & Commodities V.11:10 (395-400)) Author: Andrei Novichkov

New article Payments and payment methods is published: MQL5.community built-in services offer great opportunities both to MQL5 developers and ordinary traders with no programming skills. But all these features can't be implemented without in-house secure payment system, that provides a convenient

New article MetaTrader 5 on Linux is published: In this article, we demonstrate an easy way to install MetaTrader 5 on popular Linux versions — Ubuntu and Debian. These systems are widely used on server hardware as well as on traders’ personal computers. Author: MetaQuotes

Check out the new article: MQL5 Integration: Python . Python is a well-known and popular programming language with many features, especially in the fields of finance, data science, Artificial Intelligence, and Machine Learning. Python is a powerful tool that can be useful in trading as well. MQL5

New article What the Numbers in the Expert Testing Report Mean has been published: Article explains how to read testing reports and to interpret the obtained results properly. Author: MetaQuotes Software Corp.

3 Rules MACD: Almost every trader used or at least took a look at Gerald Appel's MACD. Looking at our Old Bag of Tricks we rescued a technique several traders used/use which is adding additional filters to MACD in order to avoid false or weak entry signals over traditional crossovers. We...