Published article "Neural networks made easy (Part 42): Model procrastination, reasons and solutions".
In the context of reinforcement learning, model procrastination can be caused by several reasons. The article considers some of the possible causes of model procrastination and methods for overcoming them.
New publications in CodeBase
- Donchian Channel for beginners by William210 Donchian Channel for traders or young developers by William210
- Keltner Channel code for beginners by William210 Keltner Channel for traders or young developers by William210
Published article "Permuting price bars in MQL5".

In this article we present an algorithm for permuting price bars and detail how permutation tests can be used to recognize instances where strategy performance has been fabricated to deceive potential buyers of Expert Advisors.
Bestsellers in the Market:
The most downloaded free products:
Most downloaded source codes this month
- Using Moving Averages with an EA (Sample Source Code) This time, we're providing a sample that enters based on the Golden Cross and Dead Cross of the moving averages. If you want to see a sample where a long entry is made when the closing price of the candlestick crosses above the moving average, please refer to this article.
- Advisor Based on RSI and Martingale "This advisor uses the RSI indicator to determine optimal entry and exit points in the market. A unique feature of the advisor is its martingale strategy, which allows for position reversal with an increased lot size during market reversals. The advisor offers flexible trading time settings: you can set a working time range and disable trading during specific hours to filter out news events."
- Trade Sessions Indicator This indicator is based on DRAW_FILLING buffers. The input parameters are absent, the TimeTradeServer(), TimeGMT() functions are used.
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.
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.

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.
The most popular forum topics:
Published article "Integrate Your Own LLM into EA (Part 2): Example of Environment Deployment".

With the rapid development of artificial intelligence today, language models (LLMs) are an important part of artificial intelligence, so we should think about how to integrate powerful LLMs into our algorithmic trading. For most people, it is difficult to fine-tune these powerful models according to their needs, deploy them locally, and then apply them to algorithmic trading. This series of articles will take a step-by-step approach to achieve this goal.
Published article "Neural networks made easy (Part 41): Hierarchical models".
The article describes hierarchical training models that offer an effective approach to solving complex machine learning problems. Hierarchical models consist of several levels, each of which is responsible for different aspects of the task.
The most downloaded free products:
Bestsellers in the Market:
New publications in CodeBase
- Simple Support and Resistance Simple Support, Resistance, and Mid-Line boilerplate
- Range Ratio Indicator shows histogram of ratio of sum of lower time frame ranges to current timeframe bar range
1 new signal now available for subscription:
Published article "Neural networks made easy (Part 40): Using Go-Explore on large amounts of data".
This article discusses the use of the Go-Explore algorithm over a long training period, since the random action selection strategy may not lead to a profitable pass as training time increases.
The most downloaded free products:
Bestsellers in the Market:
Most downloaded source codes this week
- Donchian Channel Scalping Strategy EA A Donchian Channel Strategy breakout EA Scalper. Best results at H1.
- Trend Predictor New level of trend prediction!
- Super Scalper EMAs Low risk, max profit, winning strategy EA. Based upon Super Scalper EMAs indicator
Most read articles this week

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.
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.

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.
The most popular forum topics:
Bestsellers in the Market:
New publications in CodeBase
- Simplest CSV file reader Provide simplest class to read and parse CSV file
- MT5 CCI with shift parameter The default CCI in MT5 doesn't have the shift parameter. This script implements the shift.
1 new signal now available for subscription:
The most downloaded free products:
Bestsellers in the Market:
1 new signal now available for subscription:
The most downloaded free products:
Bestsellers in the Market:
New publications in CodeBase
- Smooth Algorithms - Corrected/Modified - library for MetaTrader 5 Smooth Algorithms fixed version plus Trade Algorithms plus full operational EA, plus two indicators . So you will get complete project where you be able to see example how to use and implement this libraries
- M4HA Trend indicator based on the intersection of adaptive HMA and its smoothed line. I recommend using it together with the flat indicator to determine the beginning of a trend early
The most popular forum topics:
- Pair trading and multicurrency arbitrage. The showdown. 32 new comments
- Discussing the article: "Trade transactions. Request and response structures, description and logging" 15 new comments
- 'CopyRates' Error 8 new comments
Published article "Structures in MQL5 and methods for printing their data".
In this article we will look at the MqlDateTime, MqlTick, MqlRates and MqlBookInfo strutures, as well as methods for printing data from them. In order to print all the fields of a structure, there is a standard ArrayPrint() function, which displays the data contained in the array with the type of the handled structure in a convenient tabular format.
Bestsellers in the Market:
The most downloaded free products:
Published article "Discrete Hartley transform".
In this article, we will consider one of the methods of spectral analysis and signal processing - the discrete Hartley transform. It allows filtering signals, analyzing their spectrum and much more. The capabilities of DHT are no less than those of the discrete Fourier transform. However, unlike DFT, DHT uses only real numbers, which makes it more convenient for implementation in practice, and the results of its application are more visual.

































