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The best publications of the largest community of algotraders. Subscribe to stay up-to-date with modern technologies and trading programs development.
Ko'proq ko'rsatishπ Telegram kanali MQL5 Algo Trading analitikasi
MQL5 Algo Trading (@mql5dev) Ingliz til segmentidagi kanali faol ishtirokchi. Hozirda hamjamiyat 514 219 obunachidan iborat bo'lib, Texnologiyalar & Aralashmalar toifasida 149-o'rinni va Birlashgan Qirollik mintaqasida 5-o'rinni egallagan.
π Auditoriya koβrsatkichlari va dinamika
Π½Π΅Π²ΡΠ΄ΠΎΠΌΠΎ sanasidan buyon loyiha tez oβsib, 514 219 obunachiga ega boβldi.
27 Iyun, 2026 dagi oxirgi maβlumotlarga koβra kanal barqaror faollikka ega. Oxirgi 30 kunda obunachilar soni 8 658 ga, soβnggi 24 soatda esa 152 ga oβzgardi va umumiy qamrov yuqori darajada qolmoqda.
- Tasdiqlash holati: Tasdiqlanmagan
- Jalb etish (ER): Auditoriya oβrtacha 3.32% darajada jalb etiladi. Nashrdan keyingi dastlabki 24 soatda kontent odatda umumiy obunachilar sonining 1.86% ini tashkil etuvchi reaksiyalarni toβplaydi.
- Post qamrovi: Har bir post oβrtacha 17 066 marta koβriladi; birinchi sutkada odatda 9 553 ta koβrish yigβiladi.
- Reaksiyalar va oβzaro taβsir: Auditoriya faol: har bir postga oβrtacha 38 ta reaksiya keladi.
- Tematik yoβnalishlar: Kontent indicator, chart, mql5, candle, range kabi asosiy mavzularga jamlangan.
π Tavsif va kontent siyosati
Muallif resursni shaxsiy fikrni ifoda etish maydoni sifatida taβriflaydi:
βThe best publications of the largest community of algotraders.
Subscribe to stay up-to-date with modern technologies and trading programs development.β
Yuqori yangilanish chastotasi (oxirgi maβlumot 28 Iyun, 2026 da olingan) sababli kanal doimo dolzarb va katta qamrovli boβlib qoladi. Analitika auditoriya kontent bilan faol hamkorlik qilishini, uni Texnologiyalar & Aralashmalar toifasidagi muhim taβsir nuqtasiga aylantirishini koβrsatadi.
514 219
Obunachilar
+15224 soatlar
+2 0797 kunlar
+8 65830 kunlar
Postlar arxiv
514 325
The recent updates in the "Developing a trading Expert Advisor from scratch" series focus on enhancing the robustness of trading systems. This installment addresses critical issues impacting order management, particularly the catastrophic entry point error in trading algorithms. The solution involves modifying order handling logic to prevent discrepancies between chart data and server information during market interactions. The adjustment ensures stability by accurately managing stop and limit orders, crucial for minimizing financial risk.
The implementation introduces a method to modify trading volume without removing orders from the chart. The process involves integrating indicator objects and improving the interface for a seamless trading experience. This approach reduces manual intervention and potential errors, making the EA more efficient.
Overall, th...
#MQL5 #MT5 #EA #Strategy
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514 325
An advanced version of the ZigZag indicator introduces step size adjustments in price points. This enhancement offers options to visualize level lines that align with the most recent maximum and minimum extremes. It also allows displaying wave sizes in points, reflecting how many points the price traversed between levels. The indicator settings offer customization with color options for each element of the ZigZag. Users can choose to display a standard ZigZag, a ZigZag with level display enabled, or fully utilize all functions, including level lines and wave size in points. This flexibility offers users granular control over the analysis of market movements.
#MQL4 #MT4 #Indicator #Strategy
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514 325
Explore innovative approaches to enhance predictive models in algorithmic trading using MetaTrader 5. The article delves into ensemble learning techniques, focusing on combining model outputs for improved accuracy. Simple averaging is highlighted for its computational efficiency and robustness against overfitting, making it suitable for diverse datasets. Advanced techniques, like linear regression and variance-weighted combinations, address issues of overfitting and model bias by optimizing prediction weights and considering model variance. For noisy data, General Regression Neural Networks offer enhanced generalization through non-linear modeling. Practical MQL5 implementations are discussed, providing traders and developers with scalable solutions to refine algorithmic trading strategies.
#MQL5 #MT5 #ML #Ensemble
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514 325
Explore advanced MQL5 and MetaTrader 5 development in our latest dive into algorithmic trading. We're breaking down complex systems, focusing on effective use of messaging. By structuring our applications modularly, we're enhancing flexibility and control within the platform. Key changes include adapting mouse indicators and the introduction of a common header file, Defines.mqh, to streamline communication between applications.
The article explains message handlers and their implementation, ensuring seamless interaction between bespoke indicators and broader applications. As developers, you'll appreciate the shift towards message-driven architectures, which promises improved system integration. This understanding opens up possibilities for more refined trading automation solutions within MetaTrader 5.
#MQL5 #MT5 #Strategy #MetaTrader
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514 325
An expert advisor executes pending orders at Pivot Point levels automatically. It targets R1, R2, R3, and S1, S2, S3 for precision. Customization options include defining lot size, stop loss (SL), and take profit (TP). This aids in executing strategies with exact parameters. It enhances analysis by displaying pivot levels on charts, allowing traders to visualize key points directly.
Parameters:
- Lot Size: Adjust order volume aligning with account capacity.
- Take Profit in Points: Set profit capture points for automatic trade closure at targets.
- Stop Loss in Points: Predefine risk management to close unfavorable positions.
- Pivot Visualization: Enable or disable chart display for R1, R2, R3, S1, S2, and S3 to facilitate analysis.
#MQL4 #MT4 #EA #AlgoTrading
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514 325
MetaTrader 5 build 4755 provides a fix to an error in triple swap calculations in the strategy tester, which occurred under certain combinations of testing conditions.
Additionally, some minor enhancements and fixes have been implemented in this new version to further improve the platform's overall stability.
Discuss the update...
514 325
The Kelly Criterion has long been used in trading to optimize capital allocation and manage risk. Yet, reliance on a single backtest carries dangers due to diminishing trading edges over time. The Leverage Space Trading Model offers a framework incorporating leverage to determine risk per trade using factors like probability and leverage ratios.
Applying the Kelly Criterion involves calculating an optimized risk fraction, balancing risk and reward. Using Monte Carlo simulations, traders can better estimate maximum drawdown tolerances, reflecting more realistic market scenarios.
For portfolio optimization with multiple EAs, correlations between strategies need to be considered, aiming for diversified risk exposure. By recalculating risk based on actual portfolio performance and correlations, traders can enhance growth potential while maintaining a ma...
#MQL5 #MT5 #Algorithm #Trading
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514 325
A new trend change indicator uses arrows (Up and Down) to signal potential shifts in market direction. When a trend change is detected and the corresponding icon appears in the indicator buffer, alerts are triggered to notify users. This ensures that users are promptly informed of potential market changes, enabling timely decision-making. The indicator's real-time alerts help in keeping track of market dynamics efficiently. It's crucial for users to monitor these signals closely to capitalize on emerging trends and adjust their strategies accordingly.
#MQL5 #MT5 #Indicator #Trend
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514 325
Explore the intricate world of neural networks and uncover the mechanics behind pseudoinverse calculations with MQL5. Delve into the mathematics that fuel these computations and grasp how to implement them effectively without relying on built-in functions. While utilizing arrays instead of matrices, this article clarifies how pseudoinverse is achieved through matrix multiplication and dynamic memory handling. With a focus on educational value over efficiency, the guide walks through each step, offering insights for both seasoned and aspiring MetaTrader 5 programmers. This understanding empowers developers to integrate these techniques into more diverse trading algorithm applications, enhancing their analytical and practical skills.
#MQL5 #MT5 #ML #AI
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514 325
Discover the future of algorithmic trading with MetaTrader 5 and Python! Automate your trades using a model-based algorithm, setting strategic stop-losses and take-profits to manage risk effectively. Utilize online trading functions for real-time decisions, enhancing trading precision. Implement intelligent risk management to protect against drawdowns, adapting dynamically to market changes and utilizing optimal lot sizing based on the Kelly criterion. Experience the benefits of multi-currency trading through parallel computing for enhanced performance. Prepare for future advancements with insights into quantum machine learning, reinforcement learning, and swarm intelligence for optimized trading strategies. Stay ahead in the evolving landscape of trading technology.
#MQL5 #MT5 #Algorithm #AITrading
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514 325
The Double ZigZag indicator offers an analytical tool for visualizing buy and sell levels on price charts. Users can configure take profit (TP) and stop loss (SL) parameters in the settings. The indicator features two distinct ZigZag patterns: one representing buy price movement and the other representing sell price movement. Each pattern marks price extremes for respective movements. Additionally, the chart includes horizontal lines indicating the last levels reached by each ZigZag model, providing clear reference points for potential entry and exit levels. This setup aids in comprehending market trends and making informed trading decisions.
#MQL4 #MT4 #Indicator #Strategy
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514 325
Explore innovative algorithmic trading solutions with the cutting-edge MLKV method for MetaTrader 5. This advanced technique capitalizes on multi-layer Key-Value sharing to significantly reduce memory usage without sacrificing performance. By efficiently distributing Key and Value entities across neural layers, MLKV offers a superior balance between memory consumption and model accuracy. Designed with developers in mind, this approach integrates seamlessly with existing MQL5 frameworks, enhancing the implementation of algorithmic trading strategies. Discover how MLKV and underlying techniques like MQA and GQA present scalable, resource-efficient solutions, empowering traders and developers to tackle complexities in trading technology with ease.
#MQL5 #MT5 #MLKV #AI
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514 325
A new time utility library offers over 80 functions to efficiently handle time variables. Designed for high-performance applications, the library's performance mode is optional and can be activated at compile time using a #define directive. By enabling this mode, the library substitutes MQL's TimeToStruct and StructToTime functions with more efficient versions, enhancing performance in software requiring heavy time-related processing. Users can quantify speed improvements by compiling the "performance_mode.mq5" script with and without the performance mode.
Key additions include functions for calculating business days, finding the Nth weekday in a month, and optimized time calculations. Usage examples are available through "basic.mq5" and "advanced.mq5" scripts, showcasing both fundamental and advanced functionality. The latest update introduces the Ti...
#MQL5 #MT5 #Script #Performance
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514 325
The Fibonacci Bollinger Bands indicator has been converted from Pine Script to the MQL5 language. This tool merges Bollinger Bands with Fibonacci levels, enabling traders to spot support and resistance zones more effectively. Key features include automatic Fibonacci level calculations on Bollinger Bands, offering a distinct viewpoint for breakout and reversal trading strategies. This indicator is fully compatible with MetaTrader 5, catering to those seeking advanced technical analysis instruments. Suitable for traders aiming to refine their market analysis with integrated Fibonacci insights. Consider evaluating its utility in your trading strategy.
#MQL5 #MT5 #Indicator #Strategy
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514 325
An upgrade has been developed for the Admin Panel EA, introducing the third sub-panel to expand its functionality. This enhancement integrates statistical tools, automating market metric analysis with PieChart visualizations. Key focuses include win-to-loss ratios and trade-type categorization, enabling swift assessments of trading performance across asset classes like Forex, Stocks, or Options.
Using MQL5's PieChart and ChartCanvas classes, the Analytics Panel offers real-time data visualization. This boosts decision-making speed and accuracy. The new development enhances Admin Panel EA's robustness, providing critical insights. Introducing these advanced statistical tools underscores the project's educational and practical significance.
#MQL5 #MT5 #Algorithm #Analytics
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514 325
The article series offers an in-depth look at the newly developed EX5 libraries that significantly enhance trade management and analysis in MQL5. PositionsManager.ex5 and PendingOrdersManager.ex5 efficiently manage active market positions and pending orders, alongside practical user interface examples. The focus shifts to an essential library designed to handle the history of completed trades, orders, and positions, generating comprehensive trade reports for performance evaluation of trading systems.
A detailed introduction to trade lifecycle in MQL5 is presented, highlighting the significance of direct market and pending order processes, with emphasis on order execution and position tracking via POSITION_ID. This forms the backbone of understanding trade status changes and lifecycle management.
The difference between positions and trades is clarified, v...
#MQL5 #MT5 #Positions #MQL5
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514 325
CatBoost is a highly efficient machine learning model, particularly suited for decision-oriented tasks. It shares characteristics with models like XGBoost and Random Forest, known for handling complex datasets and offering insights in areas such as feature analysis and risk management. This discussion examines the integration of a trained CatBoost model into a moving average cross trend-following strategy.
Key insights include data collection via MetaTrader 5, model training in Python, and feature selection based on trading signals. Statistical testing is crucial to validate the models. Initial use of threshold filtering on trade probabilities may improve profitability, minimizing overfitting risks. Future work may enhance results by tuning hyperparameters, feature engineering, and exploring other modeling techniques.
#MQL5 #MT5 #CatBoost #AlgoTrading
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514 325
In Part 5 of the MQL5 series, we enhance the Economic Calendar dashboard by adding interactivity through filter buttons for currency pairs, importance levels, and time ranges. A "Cancel" button provides the ability to clear all filters and dashboard elements. Buttons are responsive to user clicks and offer immediate feedback.
Filter Buttons:
We develop buttons for each filter type. They are organized within the dashboard and distinguishable for easy navigation. Button states and colors change based on the filter's status.
Dynamic Currency Buttons:
Currency filter buttons are dynamically generated to fit the layout. Enabling the currency filter copies all selected currencies into a specified array, reflecting real-time updates.
Responsive Dashboard:
An event listener tracks button clicks using MQL5's OnChartEvent. If the "Cancel" button is clicked...
#MQL5 #MT5 #AlgoTrading #Dashboard
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514 325
The latest Expert Advisor leverages the Alligator trend detection method with robust automation and customizable features. It allows for precise control over Moving Average parameters, tailoring the Jaw, Teeth, and Lips to your strategy. Automates trade execution based on detected trends, facilitating both buy and sell operations under predefined conditions. Integrates a close-on-next-signal mechanism for risk management by closing trades upon a reverse signal.
Configurable elements such as trade lot size, stop loss, take profit, and slippage tolerance help manage risk while ensuring favorable trading conditions. The system requires a set minimum number of bars before initiating trades. With user control over trade activity, this tool offers flexibility and ease of use. The Alligator Indicator efficiently identifies trends, assessing current and prior value...
#MQL4 #MT4 #EA #Indicator
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514 325
The MetaTrader 5 Web Terminal is an advanced, fast, and reliable trading solution. It operates on any device across all operating systems and does not require additional software installations. All you need to access your account is a web browser.
To help you get acquainted with the web terminal features, we have created a short video. In just 4 minutes, you will learn how to:
β Connect to your account
β View quotes and charts
β Execute trades
β Analyze markets using indicators and objects
β Monitor your account status and trading history
Watch the video
