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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

SniperJaw EA : SniperJaw EA is a one-trade-at-a-time robot that uses the Alligator indicator (Jaw, Teeth, Lips) to follow the trend. You can control the trade size with LotSize, choose to close trades on opposite signal with UseEntryToExit, or use TakeProfit and StopLoss in pips if set. Slippage is

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

Check out the new article: Automating Trading Strategies in MQL5 (Part 23): Zone Recovery with Trailing and Basket Logic . In this article, we enhance our Zone Recovery System by introducing trailing stops and multi-basket trading capabilities. We explore how the improved architecture uses dynamic

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

New article Interview with Anton Nel (ATC 2012) is published: Today we talk to Anton Nel (ROMAN5) from South Africa, a professional developer of automated trading systems. Obviously, his Expert Advisor just could not go unnoticed. Breaking into the top ten from the very start of the Championship, it

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: Statistical Arbitrage Through Mean Reversion in Pairs Trading: Beating the Market by Math . This article describes the fundamentals of portfolio-level statistical arbitrage. Its goal is to facilitate the understanding of the principles of statistical arbitrage to readers

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

Check out the new article: Launching MetaTrader VPS: A step-by-step guide for first-time users . Everyone who uses trading robots or signal subscriptions sooner or later recognizes the need to rent a reliable 24/7 hosting server for their trading platform. We recommend using MetaTrader VPS for

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

Check out the new article: Utilizing CatBoost Machine Learning model as a Filter for Trend-Following Strategies . CatBoost is a powerful tree-based machine learning model that specializes in decision-making based on stationary features. Other tree-based models like XGBoost and Random Forest share

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