Published article "From Novice to Expert: Collaborative Debugging in MQL5".
Problem-solving can establish a concise routine for mastering complex skills, such as programming in MQL5. This approach allows you to concentrate on solving problems while simultaneously developing your skills. The more problems you tackle, the more advanced expertise is transferred to your brain. Personally, I believe that debugging is the most effective way to master programming. Today, we will walk through the code-cleaning process and discuss the best techniques for transforming a messy program into a clean, functional one. Read through this article and uncover valuable insights.
Published article "MQL5 Wizard Techniques you should know (Part 41): Deep-Q-Networks".
The Deep-Q-Network is a reinforcement learning algorithm that engages neural networks in projecting the next Q-value and ideal action during the training process of a machine learning module. We have already considered an alternative reinforcement learning algorithm, Q-Learning. This article therefore presents another example of how an MLP trained with reinforcement learning, can be used within a custom signal class.
The most downloaded free products:
Bestsellers in the Market:
New publications in CodeBase
- Trade Volume Calculation Tool This tool will calculate the acceptable lot size based on a stop loss distance and risk percentage
- Auto Profit Closer - MT4 EA Automatically closes all open trades when the total profit reaches your defined Profit threshold.
The most downloaded free products:
Bestsellers in the Market:
Most read articles this month
How to create Requirements Specification for ordering a trading robot
Are you trading using your own strategy? If your system rules can be formally described as software algorithms, it is better to entrust trading to an automated Expert Advisor. A robot does not need sleep or food and is not subject to human weaknesses. In this article, we show how to create Requirements Specification when ordering a trading robot in the Freelance service.
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.
Most downloaded source codes this month
- HiLo High and Low Line Indicator
- Find Swing Highs Swing Lows The Swing High/Low Identifier for MetaTrader 5 marks significant swing highs and swing lows directly on your chart with color-coded arrows. This tool helps traders quickly identify key price levels, which can serve as resistance and support, and is ideal for trend reversal analysis, support and resistance mapping, and enhancing price action strategies. By highlighting these crucial swing points, it provides valuable insights for making informed trading decisions and optimizing trading strategies.
- Arbitrage Triangle EURGBP-EURUSD-GBPUSD by Peter Mueller The EA identifies discrepancies between theoretical and actual currency exchange rates to execute risk-minimized trading opportunities.
The most popular forum topics:
- Questions from Beginners MQL5 MT5 MetaTrader 5 17 new comments
- Strategy tester: "mql5 cloud network" tab missing 16 new comments
- Copying MT5 to a new computer causes strange errors in backtesting 16 new comments
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Bestsellers in the Market:
Published article "Gain An Edge Over Any Market (Part V): FRED EURUSD Alternative Data".
In today’s discussion, we used alternative Daily data from the St. Louis Federal Reserve on the Broad US-Dollar Index and a collection of other macroeconomic indicators to predict the EURUSD future exchange rate. Unfortunately, while the data appears to have almost perfect correlation, we failed to realize any material gains in our model accuracy, possibly suggesting to us that investors may be better off using ordinary market quotes instead.
Published article "Data Science and ML(Part 30): The Power Couple for Predicting the Stock Market, Convolutional Neural Networks(CNNs) and Recurrent Neural Networks(RNNs)".
In this article, We explore the dynamic integration of Convolutional Neural Networks (CNNs) and Recurrent Neural Networks (RNNs) in stock market prediction. By leveraging CNNs' ability to extract patterns and RNNs' proficiency in handling sequential data. Let us see how this powerful combination can enhance the accuracy and efficiency of trading algorithms.
Published article "Developing a multi-currency Expert Advisor (Part 11): Automating the optimization (first steps)".
To get a good EA, we need to select multiple good sets of parameters of trading strategy instances for it. This can be done manually by running optimization on different symbols and then selecting the best results. But it is better to delegate this work to the program and engage in more productive activities.
Published article "Risk manager for algorithmic trading".
The objectives of this article are to prove the necessity of using a risk manager and to implement the principles of controlled risk in algorithmic trading in a separate class, so that everyone can verify the effectiveness of the risk standardization approach in intraday trading and investing in financial markets. In this article, we will create a risk manager class for algorithmic trading. This is a logical continuation of the previous article in which we discussed the creation of a risk manager for manual trading.
Bestsellers in the Market:
The most downloaded free products:
Most read articles this week
How to create Requirements Specification for ordering a trading robot
Are you trading using your own strategy? If your system rules can be formally described as software algorithms, it is better to entrust trading to an automated Expert Advisor. A robot does not need sleep or food and is not subject to human weaknesses. In this article, we show how to create Requirements Specification when ordering a trading robot in the Freelance service.
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.
Most downloaded source codes this week
- Position Risk Calculation Tool An indicator that dynamically calculates risk (in percentages and money) based on the lot size and stop loss
- AdaptiveTrader Pro EA This Expert Advisor (EA) for MetaTrader leverages a combination of technical indicators, including RSI, ATR, and moving averages, to identify high-probability trading opportunities. Equipped with dynamic lot sizing, trailing stops, and performance-based adjustments, it is tailored to optimize trading decisions and manage risk effectively in volatile market conditions.
- QuickTrade Control - One-Click Trade Management This EA allows you to open trades with predefined TP, SL, and Lot Size parameters with just one click. It automatically handles pipette conversions and displays real-time Buy and Sell profits directly on the chart.
Bestsellers in the Market:
The most popular forum topics:
- GOLD, Gold and XAUUSD 17 new comments
- Invalid volume error, On Market product validation ONLY 13 new comments
- Field limit for OpenAI API key too small 11 new comments
The most downloaded free products:
Bestsellers in the Market:
Published article "HTTP and Connexus (Part 2): Understanding HTTP Architecture and Library Design".
This article explores the fundamentals of the HTTP protocol, covering the main methods (GET, POST, PUT, DELETE), status codes and the structure of URLs. In addition, it presents the beginning of the construction of the Conexxus library with the CQueryParam and CURL classes, which facilitate the manipulation of URLs and query parameters in HTTP requests.
Published article "Creating an MQL5-Telegram Integrated Expert Advisor (Part 7): Command Analysis for Indicator Automation on Charts".
In this article, we explore how to integrate Telegram commands with MQL5 to automate the addition of indicators on trading charts. We cover the process of parsing user commands, executing them in MQL5, and testing the system to ensure smooth indicator-based trading
Published article "Building A Candlestick Trend Constraint Model (Part 9): Multiple Strategies Expert Advisor (I)".
Today, we will explore the possibilities of incorporating multiple strategies into an Expert Advisor (EA) using MQL5. Expert Advisors provide broader capabilities than just indicators and scripts, allowing for more sophisticated trading approaches that can adapt to changing market conditions. Find, more in this article discussion.