Articles, Library comments - page 22

Check out the new article: MQL5 Wizard Techniques you should know (Part 74): Using Patterns of Ichimoku and the ADX-Wilder with Supervised Learning . We follow up on our last article, where we introduced the indicator pair of the Ichimoku and the ADX, by looking at how this duo could be improved

Check out the new article: Reimagining Classic Strategies (Part 12): EURUSD Breakout Strategy . Join us today as we challenge ourselves to build a profitable break-out trading strategy in MQL5. We selected the EURUSD pair and attempted to trade price breakouts on the hourly timeframe. Our system had

Check out the new article: Feature Engineering With Python And MQL5 (Part I): Forecasting Moving Averages For Long-Range AI Models . The moving averages are by far the best indicators for our AI models to predict. However, we can improve our accuracy even further by carefully transforming our data

Check out the new article: Neural Networks Made Easy (Part 84): Reversible Normalization (RevIN) . We already know that pre-processing of the input data plays a major role in the stability of model training. To process "raw" input data online, we often use a batch normalization layer. But sometimes

Check out the new article: Neural networks made easy (Part 67): Using past experience to solve new tasks . In this article, we continue discussing methods for collecting data into a training set. Obviously, the learning process requires constant interaction with the environment. However, situations

Check out the new article: Automating Trading Strategies in MQL5 (Part 22): Creating a Zone Recovery System for Envelopes Trend Trading . In this article, we develop a Zone Recovery System integrated with an Envelopes trend-trading strategy in MQL5. We outline the architecture for using RSI and

Candle Wicks Length Display Indicator MT5 : Candle Wicks Length Display MetaTrader indicator is an indicator that can display the length of candle wicks in pips directly on your chart. You can set the minimum length to be displayed. Alternatively, it can show wick lengths that are less than the

Check out the new article: Developing a Replay System (Part 74): New Chart Trade (I) . In this article, we will modify the last code shown in this series about Chart Trade. These changes are necessary to adapt the code to the current replay/simulation system model. The content presented here is

Check out the new article: Graph Theory: Dijkstra's Algorithm Applied in Trading . Dijkstra's algorithm, a classic shortest-path solution in graph theory, can optimize trading strategies by modeling market networks. Traders can use it to find the most efficient routes in the candlestick chart data

HLPeak_Trend : High/Low Peak Trend Author: Elmo Ferrera

Check out the new article: Neural Networks in Trading: Hyperbolic Latent Diffusion Model (Final Part) . The use of anisotropic diffusion processes for encoding the initial data in a hyperbolic latent space, as proposed in the HypDIff framework, assists in preserving the topological features of the

Check out the new article: Statistical Arbitrage Through Cointegrated Stocks (Part 1): Engle-Granger and Johansen Cointegration Tests . This article aims to provide a trader-friendly, gentle introduction to the most common cointegration tests, along with a simple guide to understanding their

Check out the new article: Arithmetic Optimization Algorithm (AOA): From AOA to SOA (Simple Optimization Algorithm) . In this article, we present the Arithmetic Optimization Algorithm (AOA) based on simple arithmetic operations: addition, subtraction, multiplication and division. These basic

Check out the new article: Formulating Dynamic Multi-Pair EA (Part 3): Mean Reversion and Momentum Strategies . In this article, we will explore the third part of our journey in formulating a Dynamic Multi-Pair Expert Advisor (EA), focusing specifically on integrating Mean Reversion and Momentum

Check out the new article: From Basic to Intermediate: Union (I) . In this article we will look at what a union is. Here, through experiments, we will analyze the first constructions in which union can be used. However, what will be shown here is only a core part of a set of concepts and information

Check out the new article: Neural Networks in Trading: Hyperbolic Latent Diffusion Model (HypDiff) . The article considers methods of encoding initial data in hyperbolic latent space through anisotropic diffusion processes. This helps to more accurately preserve the topological characteristics of

GARCH Indicator - Industrial Level Volatility Estimator : Volatility indicator with a threshold line based on the Generalized AutoRegressive Conditional Heteroskedasticiticy (GARCH) statistical model used for time series analysis and forecasting. Author: Serhad Yildirim

Check out the new article: From Novice to Expert: Animated News Headline Using MQL5 (IV) — Locally hosted AI model market insights . In today's discussion, we explore how to self-host open-source AI models and use them to generate market insights. This forms part of our ongoing effort to expand the

AutoTrendLines Indicator for MQL5 : The AutoTrendLines indicator automatically draws support and resistance trend lines on your MetaTrader 5 chart. It identifies key price levels using two methods: Two Extremums (Type 1) or Extremum and Delta (Type 2). The lines are recalculated only when a new bar

Auto Tp : Set Auto TP and SL: Automatically setting Take Profit (TP) and Stop Loss (SL) helps manage risk and lock in profits without manual intervention. This feature ensures each trade has predefined exit levels, reducing emotional decision-making and improving trading discipline. Ideal for both

Check out the new article: MQL5 Trading Toolkit (Part 8): How to Implement and Use the History Manager EX5 Library in Your Codebase . Discover how to effortlessly import and utilize the History Manager EX5 library in your MQL5 source code to process trade histories in your MetaTrader 5 account in

Check out the new article: Creating an MQL5-Telegram Integrated Expert Advisor (Part 3): Sending Chart Screenshots with Captions from MQL5 to Telegram . In this article, we create an MQL5 Expert Advisor that encodes chart screenshots as image data and sends them to a Telegram chat via HTTP requests

MQL5 Programming for Traders – Source Codes from the Book. Part 7 : The final seventh part of the book discusses the advanced capabilities of the MQL5 API, which will be useful when developing programs for MetaTrader 5. These include custom financial symbols, built-in economic calendar events, and

Time To Close v1.01 - MT5 : Time to candle Close. Dynamic text colours. Optimised for back-testing. Author: Tautvydas Vaitkus

Check out the new article: MQL5 Wizard Techniques you should know (Part 73): Using Patterns of Ichimoku and the ADX-Wilder . The Ichimoku-Kinko-Hyo Indicator and the ADX-Wilder oscillator are a pairing that could be used in complimentarily within an MQL5 Expert Advisor. The Ichimoku is

TickCompressor : Convert MqlTick-s into minified structures to free RAM or store tick arrays in a compact files. Author: Stanislav Korotky

Check out the new article: Using association rules in Forex data analysis . How to apply predictive rules of supermarket retail analytics to the real Forex market? How are purchases of cookies, milk and bread related to stock exchange transactions? The article discusses an innovative approach to

EAX_Mysql - mysql library : This library allows an easy interface to mysql. Author: Michael Schoen

Easy Canvas : The library and iCanvas class simplify writing programs using Canvas. Author: Nikolai Semko

Monthly VWAP : Monthly VWAP (Volume Weighted Average Price) is an essential MQL5 indicator that calculates and displays the Volume Weighted Average Price for each trading month. It's a powerful tool for understanding long-term market sentiment, identifying key monthly fair value, and informing