Articles, Library comments - page 40

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

Check out the new article: MQL5 Wizard Techniques you should know (Part 71): Using Patterns of MACD and the OBV . The Moving-Average-Convergence-Divergence (MACD) oscillator and the On-Balance-Volume (OBV) oscillator are another pair of indicators that could be used in conjunction within an MQL5

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

Check out the new article: Data Science and ML (Part 43): Hidden Patterns Detection in Indicators Data Using Latent Gaussian Mixture Models (LGMM) . Have you ever looked at the chart and felt that strange sensation… that there’s a pattern hidden just beneath the surface? A secret code that might

New article Neural networks made easy (Part 6): Experimenting with the neural network learning rate has been published: We have previously considered various types of neural networks along with their implementations. In all cases, the neural networks were trained using the gradient decent method

Check out the new article: Analyzing weather impact on currencies of agricultural countries using Python . What is the relationship between weather and Forex? Classical economic theory has long ignored the influence of such factors as weather on market behavior. But everything has changed. Let's try

Trend Scalp : Trend Trigger Factor indicator ported to MQL5 from wrongly coded version for MetaTrader 4. Author: Mladen Rakic

Check out the new article: Neural Networks in Trading: Directional Diffusion Models (DDM) . In this article, we discuss Directional Diffusion Models that exploit data-dependent anisotropic and directed noise in a forward diffusion process to capture meaningful graph representations. The authors of

MACD coloured histogram : The MACD Coloured Histogram is an enhanced version of the classic MACD (Moving Average Convergence Divergence) indicator, designed to provide a clearer and more intuitive visual analysis of market momentum. This indicator combines traditional MACD functionalities with a

Check out the new article: From Novice to Expert: Support and Resistance Strength Indicator (SRSI) . In this article, we will share insights on how to leverage MQL5 programming to pinpoint market levels—differentiating between weaker and strongest price levels. We will fully develop a working

Countdown 2.0 : Countdown is an advanced indicator designed for traders who want to track the time remaining until the next candlestick or the next market open clearly and efficiently. With three flexible display modes (commentary, chart borders or next to price), this indicator offers a

MA Trend 2 : Trading system by iMA indicator (Moving Average, MA). Development of MA Trend. Author: Vladimir Karputov

Check out the new article: Reimagining Classic Strategies (Part 13): Taking Our Crossover Strategy to New Dimensions (Part 2) . Join us in our discussion as we look for additional improvements to make to our moving-average cross over strategy to reduce the lag in our trading strategy to more

Check out the new article: From Novice to Expert: Animated News Headline Using MQL5 (I) . News accessibility is a critical factor when trading on the MetaTrader 5 terminal. While numerous news APIs are available, many traders face challenges in accessing and integrating them effectively into their

Check out the new article: MQL5 Wizard Techniques you should know (Part 70): Using Patterns of SAR and the RVI with a Exponential Kernel Network . We follow up our last article, where we introduced the indicator pair of the SAR and the RVI, by considering how this indicator pairing could be extended

KhaosAssault : The price chart speed expressed in points, with the author markup of significant price change levels. Author: Nikolay Kositsin

KhaosAssault_HTF : The KhaosAssault indicator with the timeframe selection option available in input parameters. Author: Nikolay Kositsin

Check out the new article: Manual Backtesting Made Easy: Building a Custom Toolkit for Strategy Tester in MQL5 . In this article, we design a custom MQL5 toolkit for easy manual backtesting in the Strategy Tester. We explain its design and implementation, focusing on interactive trade controls. We

Check out the new article: From Basic to Intermediate: Array (IV) . In this article, we'll look at how you can do something very similar to what's implemented in languages like C, C++, and Java. I am talking about passing a virtually infinite number of parameters inside a function or procedure