Published article "Neural Networks in Trading: Point Cloud Analysis (PointNet)".

Direct point cloud analysis avoids unnecessary data growth and improves the performance of models in classification and segmentation tasks. Such approaches demonstrate high performance and robustness to perturbations in the original data.
Published article "Quantitative approach to risk management: Applying VaR model to optimize multi-currency portfolio using Python and MetaTrader 5".

This article explores the potential of the Value at Risk (VaR) model for multi-currency portfolio optimization. Using the power of Python and the functionality of MetaTrader 5, we demonstrate how to implement VaR analysis for efficient capital allocation and position management. From theoretical foundations to practical implementation, the article covers all aspects of applying one of the most robust risk calculation systems – VaR – in algorithmic trading.
Published article "Price Action Analysis Toolkit Development (Part 19): ZigZag Analyzer".

Every price action trader manually uses trendlines to confirm trends and spot potential turning or continuation levels. In this series on developing a price action analysis toolkit, we introduce a tool focused on drawing slanted trendlines for easy market analysis. This tool simplifies the process for traders by clearly outlining key trends and levels essential for effective price action evaluation.
The most downloaded free products:
Most downloaded source codes this month
- MQL5 Programming for Traders – Source Codes from the Book. Part 1 The first chapter of the book introduces the MQL5 language and development environment. One of the new features introduced in the MQL5 language compared to MQL4 (MetaTrader 4 language) is support for object-oriented programming (OOP), which makes it similar to C++.
- Fibonacci ZigZag Zig Zag indicator that relies only on a minimum % of retracement to each previous wave , and optionally , being bigger than a specific size measured in atr units.
- 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 general-purpose technologies such as networking, databases, and cryptography.
Most read articles this month

How to purchase a trading robot from the MetaTrader Market and to install it?
A product from the MetaTrader Market can be purchased on the MQL5.com website or straight from the MetaTrader 4 and MetaTrader 5 trading platforms. Choose a desired product that suits your trading style, pay for it using your preferred payment method, and activate the product.

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.

How to Test a Trading Robot Before Buying
Buying a trading robot on MQL5 Market has a distinct benefit over all other similar options - an automated system offered can be thoroughly tested directly in the MetaTrader 5 terminal. Before buying, an Expert Advisor can and should be carefully run in all unfavorable modes in the built-in Strategy Tester to get a complete grasp of the system.
Bestsellers in the Market:
Published article "Creating a Trading Administrator Panel in MQL5 (Part IX): Code Organization (IV): Trade Management Panel class".

This discussion covers the updated TradeManagementPanel in our New_Admin_Panel EA. The update enhances the panel by using built-in classes to offer a user-friendly trade management interface. It includes trading buttons for opening positions and controls for managing existing trades and pending orders. A key feature is the integrated risk management that allows setting stop loss and take profit values directly in the interface. This update improves code organization for large programs and simplifies access to order management tools, which are often complex in the terminal.
Published article "Neural Networks in Trading: Hierarchical Vector Transformer (Final Part)".

We continue studying the Hierarchical Vector Transformer method. In this article, we will complete the construction of the model. We will also train and test it on real historical data.
The most popular forum topics:
- Issues with tester_file not getting copied 13 new comments
- Sharing My Secret Trend Reversal Strategy with an 80% Win Rate 12 new comments
- How to trade once every trend? 11 new comments
The most downloaded free products:
Bestsellers in the Market:
Published article "MQL5 Wizard Techniques you should know (Part 59): Reinforcement Learning (DDPG) with Moving Average and Stochastic Oscillator Patterns".

We continue our last article on DDPG with MA and stochastic indicators by examining other key Reinforcement Learning classes crucial for implementing DDPG. Though we are mostly coding in python, the final product, of a trained network will be exported to as an ONNX to MQL5 where we integrate it as a resource in a wizard assembled Expert Advisor.
Published article "From Basic to Intermediate: BREAK and CONTINUE Statements".

In this article, we will look at how to use the RETURN, BREAK, and CONTINUE statements in a loop. Understanding what each of these statements does in the loop execution flow is very important for working with more complex applications. The content presented here is intended solely for educational purposes. Under no circumstances should the application be viewed for any purpose other than to learn and master the concepts presented.
Published article "Advanced Memory Management and Optimization Techniques in MQL5".

Discover practical techniques to optimize memory usage in MQL5 trading systems. Learn to build efficient, stable, and fast-performing Expert Advisors and indicators. We’ll explore how memory really works in MQL5, the common traps that slow your systems down or cause them to fail, and — most importantly — how to fix them.
The most downloaded free products:
Most downloaded source codes this week
- Candlestick Analysis EA R1 This MT5 Expert Advisor combines multi-timeframe candlestick pattern analysis with fundamental event filtering to execute trades with disciplined risk management.
- Supertrend A SuperTrend indicator that plots trend direction using ATR volatility to create dynamic support/resistance levels for MetaTrader 5.
- PSAR Zigzag (Non lagging) A zigzag based on the trend change of the parabolic sar
Most read articles this week

In this article, we build an MQL5 trading system that automates order block detection for Smart Money trading. We outline the strategy’s rules, implement the logic in MQL5, and integrate risk management for effective trade execution. Finally, we backtest the system to assess its performance and refine it for optimal results.

How to purchase a trading robot from the MetaTrader Market and to install it?
A product from the MetaTrader Market can be purchased on the MQL5.com website or straight from the MetaTrader 4 and MetaTrader 5 trading platforms. Choose a desired product that suits your trading style, pay for it using your preferred payment method, and activate the product.

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.
Bestsellers in the Market:
The most downloaded free products:
Bestsellers in the Market:
10 new signals now available for subscription:
Growth: | 107.01 | % |
Equity: | 201.20 | USD |
Balance: | 206.97 | USD |
The most downloaded free products:
The most popular forum topics:
- Duplicate order from different account in freelance 29 new comments
- Discussion of article "Payments and payment methods" 11 new comments
- SMTP connection fails 10 new comments
Bestsellers in the Market:
Published article "Neural Network in Practice: The First Neuron".

In this article, we'll start building something simple and humble: a neuron. We will program it with a very small amount of MQL5 code. The neuron worked great in my tests. Let's go back a bit in this series of articles about neural networks to understand what I'm talking about.
Published article "Archery Algorithm (AA)".

The article takes a detailed look at the archery-inspired optimization algorithm, with an emphasis on using the roulette method as a mechanism for selecting promising areas for "arrows". The method allows evaluating the quality of solutions and selecting the most promising positions for further study.
New publications in CodeBase
- Angle and Speed The indicator shows the angle or average speed of price change.
- MT4Orders QuickReport Fast JavaScript version of Report library from fxsaber for MT4-style trading commands implemented via MT4Orders or Virtual. Works up to 10 times faster, NTML file size is smaller, can upload and display up to 5.4 million report lines.
- iCHO Trend CCIDualOnMA Filter Strategy based on the standard indicator iCHO (Chaikin Oscillator, CHO) and custom indicator 'CCIDualOnMA'
- Manual Position Tracking Panel Panel based on CDialog class. Work on the current symbol. Deleting, setting Take Profit, setting Breakeven on a group of positions
- Display optimised for console-type chart text output This library allows you to create displays to easily output text information to the chart at the most optimal rate
- MultiTester Multiple runs/optimisations in Tester.
- Pan PrizMA No leverage 72 Construct a moving line with a polynomial of 4 degrees. Extrapolates the sinusoidal and its axial. The constructed lines remove one value at each bar and a sliding line of extrapolated values is constructed which is not redrawn.
- MA Trend 2 Trading system by iMA indicator (Moving Average, MA). Development of MA Trend.
- Back kick Algorithm cycle: when there are no open positions, open two opposite positions. Wait for both positions to close.
The most downloaded free products:
New publications in CodeBase
- New Candle or Bar formation. This Bot detects the open of a new candle on any set timeframe, thereby making it easier to run a one-time code, place trades and call other functions. The code is written in the OnTick() function.
- Detecting the start of a new bar or candle Detecting the start of a new bar or candle in an Expert Advisor's OnTick() event handler.
- Calendar Calendar - fundamental analysis on history and real-time.
- SingleTesterCache Tester's single pass data.
- Average Pip Movement based on Tick And Seconds This Expert Advisor (EA) analyzes market movement by calculating the average pip movement per tick and the average spread over a user-defined number of ticks (MAX_TICKS). It also evaluates the average pip movement and spread over a specified time interval (CHECK_SECONDS). The EA dynamically tracks price changes and spread values, printing the results in the terminal and displaying them on the chart using the Comment() function. This helps traders gauge market volatility and spread fluctuations in real time.
Bestsellers in the Market:
Published article "Simple solutions for handling indicators conveniently".

In this article, I will describe how to make a simple panel to change the indicator settings directly from the chart, and what changes need to be made to the indicator to connect the panel. This article is intended for novice MQL5 users.