Bestsellers in the Market:
Published article "Population optimization algorithms: Evolution of Social Groups (ESG)".
We will consider the principle of constructing multi-population algorithms. As an example of this type of algorithm, we will have a look at the new custom algorithm - Evolution of Social Groups (ESG). We will analyze the basic concepts, population interaction mechanisms and advantages of this algorithm, as well as examine its performance in optimization problems.
Published article "Neural networks made easy (Part 71): Goal-Conditioned Predictive Coding (GCPC)".
In previous articles, we discussed the Decision Transformer method and several algorithms derived from it. We experimented with different goal setting methods. During the experiments, we worked with various ways of setting goals. However, the model's study of the earlier passed trajectory always remained outside our attention. In this article. I want to introduce you to a method that fills this gap.
Published article "Integrate Your Own LLM into EA (Part 3): Training Your Own LLM with CPU".
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 "Bill Williams Strategy with and without other indicators and predictions".
In this article, we will take a look to one the famous strategies of Bill Williams, and discuss it, and try to improve the strategy with other indicators and with predictions.
The most downloaded free products:
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.
Most downloaded source codes this month
- Trade Sessions Indicator This indicator is based on DRAW_FILLING buffers. The input parameters are absent, the TimeTradeServer(), TimeGMT() functions are used.
- Candle Time End and Spread The indicator displays the current spread and the time till closing the bar (candlestick) at the same time.
- A BETTER RSI Relative Strength Index that completely removes noise, works on all markets!
Bestsellers in the Market:
New publications in CodeBase
- Lesson 9 Buy sell stop Order This is a lesson on buying or selling with pending orders stop
- Lesson 7 Price action Ket hop Volume VSA This is a lesson on trading using price action combined with volume.
- Trailing stop tutorial using ATR indicator Trailing stop tutorial using ATR indicator
- Calculate Lot Size and Trailling Stop This is a lesson on how to: 1. calculate the lot size in each order corresponding to the percentage of balance loss. 2. Trailling and count position buy and sell. The condition buy or sell base on Price action and moving average filter
- Delete all objects on chart (main window and sub window) with drag and drop It will delete all objects on the chart when the compiled executable is dragged onto the chart
The most downloaded free products:
Bestsellers in the Market:
The most popular forum topics:
- Machine learning in trading: theory, models, practice and algo-trading 49 new comments
- MetaQuotes legal team contact 11 new comments
- Is it possible to make money out of MQL5 without knowing trading? 9 new comments
Published article "Trailing stop in trading".
In this article, we will look at the use of a trailing stop in trading. We will assess how useful and effective it is, and how it can be used. The efficiency of a trailing stop largely depends on price volatility and the selection of the stop loss level. A variety of approaches can be used to set a stop loss.
Published article "Modified Grid-Hedge EA in MQL5 (Part IV): Optimizing Simple Grid Strategy (I)".
In this fourth part, we revisit the Simple Hedge and Simple Grid Expert Advisors (EAs) developed earlier. Our focus shifts to refining the Simple Grid EA through mathematical analysis and a brute force approach, aiming for optimal strategy usage. This article delves deep into the mathematical optimization of the strategy, setting the stage for future exploration of coding-based optimization in later installments.
Published article "Neural networks made easy (Part 70): Closed-Form Policy Improvement Operators (CFPI)".
In this article, we will get acquainted with an algorithm that uses closed-form policy improvement operators to optimize Agent actions in offline mode.
Published article "Causal inference in time series classification problems".
In this article, we will look at the theory of causal inference using machine learning, as well as the custom approach implementation in Python. Causal inference and causal thinking have their roots in philosophy and psychology and play an important role in our understanding of reality.
The most downloaded free products:
Bestsellers in the Market:
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.
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.
Most downloaded source codes this week
- Grid EA Pro A professional Grid advisor works according to RSI ( Relative Strength Index ) indicators. And has the function of Reducing the Drawdown on the account by overlapping unprofitable orders. The chart displays information about the profit. It can be a very useful tool, For manual trading.
- Breakout Strategy with Prop Firm Helper Functions This is an update of the "Simple Yet Effective Breakout Strategy". In this code, I have added some helper functions for prop firm challenges.
- Trap News MT5 Script For Trap News High Impact
The most downloaded free products:
Bestsellers in the Market:
The most popular forum topics:
- Machine learning in trading: theory, models, practice and algo-trading 13 new comments
- How do i get coding to trade on specific time 08:00-20:00 on day of week - Tuesday to Thursday and from April to December on MQL5 11 new comments
- Discussing the article: "Learn how to trade the Fair Value Gap (FVG)/Imbalances step-by-step: A Smart Money concept approach" 9 new comments
The most downloaded free products:
26 new topics on forum:
- New MetaTrader 5 Platform Build 4350: More analytical objects in the Web platform and Welcome page in MetaEditor
- How do i get coding to trade on specific time 08:00-20:00 on day of week - Tuesday to Thursday and from April to December on MQL5
- why im not getting profit in this strategy
Bestsellers in the Market:
Published article "DRAW_ARROW drawing type in multi-symbol multi-period indicators".
In this article, we will look at drawing arrow multi-symbol multi-period indicators. We will also improve the class methods for correct display of arrows showing data from arrow indicators calculated on a symbol/period that does not correspond to the symbol/period of the current chart.
Published article "Building A Candlestick Trend Constraint Model(Part 3): Detecting changes in trends while using this system".
This article explores how economic news releases, investor behavior, and various factors can influence market trend reversals. It includes a video explanation and proceeds by incorporating MQL5 code into our program to detect trend reversals, alert us, and take appropriate actions based on market conditions. This builds upon previous articles in the series.
Published article "Spurious Regressions in Python".
Spurious regressions occur when two time series exhibit a high degree of correlation purely by chance, leading to misleading results in regression analysis. In such cases, even though variables may appear to be related, the correlation is coincidental and the model may be unreliable.