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History of MQL5.community development

The most popular trading robots and technical indicators, news signals, regular incoming ready-made MQL5 programs in CodeBase and the most discussed Forum topics.

Bestsellers in the Market:

The most popular forum topics:

There are more than 147,970 topics available on forum

14 new topics on forum:

and 11 more...

2 new signals now available for subscription:

VisionAI FX
10% 375 trades
Growth:9.73%
Equity:1,872.05USD
Balance:1,872.05USD
Darwinex VF Caput
3% 3468 trades
Growth:3.16%
Equity:103,160.33USD
Balance:103,164.73USD
There are more than 1,850 articles published on site

Published article "Elements of correlation analysis in MQL5: Pearson chi-square test of independence and correlation ratio".

Elements of correlation analysis in MQL5: Pearson chi-square test of independence and correlation ratio

The article observes classical tools of correlation analysis. An emphasis is made on brief theoretical background, as well as on the practical implementation of the Pearson chi-square test of independence and the correlation ratio.

Published article "Neural Networks Made Easy (Part 91): Frequency Domain Forecasting (FreDF)".

Neural Networks Made Easy (Part 91): Frequency Domain Forecasting (FreDF)

We continue to explore the analysis and forecasting of time series in the frequency domain. In this article, we will get acquainted with a new method to forecast data in the frequency domain, which can be added to many of the algorithms we have studied previously.

Published article "Feature Engineering With Python And MQL5 (Part I): Forecasting Moving Averages For Long-Range AI Models".

Feature Engineering With Python And MQL5 (Part I): Forecasting Moving Averages For Long-Range AI Models

The moving averages are by far the best indicators for our AI models to predict. However, we can improve our accuracy even further by carefully transforming our data. This article will demonstrate, how you can build AI Models capable of forecasting further into the future than you may currently be practicing without significant drops to your accuracy levels. It is truly remarkable, how useful the moving averages are.

Published article "MQL5 Wizard Techniques you should know (Part 45): Reinforcement Learning with Monte-Carlo".

MQL5 Wizard Techniques you should know (Part 45): Reinforcement Learning with Monte-Carlo

Monte-Carlo is the fourth different algorithm in reinforcement learning that we are considering with the aim of exploring its implementation in wizard assembled Expert Advisors. Though anchored in random sampling, it does present vast ways of simulation which we can look to exploit.

The most downloaded free products:

Bestsellers in the Market:

More than 200 new charts published:

Gráfico XAUUSD, M1, 2024.10.31 05:54 UTC, Propridge Capital Markets Limited, MetaTrader 5, Demo
XAUUSD, M1
Chart XAUUSD, M1, 10/31/2024 5:56 AM UTC, Propridge Capital Markets Limited, MetaTrader 5, Demo
XAUUSD, M1
图表 EURUSD, M15, 2024.10.29 18:52 UTC, Swissquote Bank SA, MetaTrader 5, Demo
EURUSD, M15

11 new topics on forum:

and 8 more...

8 new signals now available for subscription:

TT777
114% 453 trades
Growth:114.33%
Equity:9,693.21USD
Balance:9,693.21USD
Gold EA
67% 168 trades
Growth:66.57%
Equity:1,665.69USD
Balance:1,665.69USD
Sovetnik
34% 105 trades
Growth:34.02%
Equity:534.91USD
Balance:534.61USD
and 5 more...

Published article "Most notable Artificial Cooperative Search algorithm modifications (ACSm)".

Most notable Artificial Cooperative Search algorithm modifications (ACSm)

Here we will consider the evolution of the ACS algorithm: three modifications aimed at improving the convergence characteristics and the algorithm efficiency. Transformation of one of the leading optimization algorithms. From matrix modifications to revolutionary approaches regarding population formation.

Published article "Building A Candlestick Trend Constraint Model (Part 9): Multiple Strategies Expert Advisor (II)".

Building A Candlestick Trend Constraint Model (Part 9): Multiple Strategies Expert Advisor (II)

The number of strategies that can be integrated into an Expert Advisor is virtually limitless. However, each additional strategy increases the complexity of the algorithm. By incorporating multiple strategies, an Expert Advisor can better adapt to varying market conditions, potentially enhancing its profitability. Today, we will explore how to implement MQL5 for one of the prominent strategies developed by Richard Donchian, as we continue to enhance the functionality of our Trend Constraint Expert.

Published article "Exploring Cryptography in MQL5: A Step-by-Step Approach".

Exploring Cryptography in MQL5: A Step-by-Step Approach

This article explores the integration of cryptography within MQL5, enhancing the security and functionality of trading algorithms. We’ll cover key cryptographic methods and their practical implementation in automated trading.

New publications in CodeBase

  • Hammer Indicator The code above is a "Hammer" indicator that detects candlestick hammer formations (bullish and bearish) and inverted hammer formations (bullish and bearish) on a MetaTrader 5 chart. This indicator identifies price reversal patterns by calculating the size and ratio of the candlestick wicks based on adjustable parameters: MaxRatioShortWick, MinRatioLongWick, and MinCandleSize. When a pattern is detected, the indicator displays a colored arrow near the candle’s lowest or highest price according to the pattern’s direction. The code also includes functions to create and delete objects automatically when the indicator is initialized or stopped.
  • Day Of Week, Week Of Year and other marks in Data Window and on chart WeekDays indicator displays Day Of Week, Week Of Year, Day Of Year or Bar Index in the Data Window, and optionally in labels on the chart.

The most downloaded free products:

There are more than 31,690 products available in Market

Bestsellers in the Market:

15 new topics on forum:

and 12 more...

9 new signals now available for subscription:

Good Vibrations
127% 3812 trades
Growth:127.14%
Equity:4,429.71EUR
Balance:4,500.95EUR
Finex
89% 163 trades
Growth:89.31%
Equity:425.46USD
Balance:473.81USD
RADJOENG511
81% 7038 trades
Growth:80.61%
Equity:512.03USD
Balance:616.51USD
and 6 more...

Published article "Developing a Replay System (Part 50): Things Get Complicated (II)".

Developing a Replay System (Part 50): Things Get Complicated (II)

We will solve the chart ID problem and at the same time we will begin to provide the user with the ability to use a personal template for the analysis and simulation of the desired asset. The materials presented here are for didactic purposes only and should in no way be considered as an application for any purpose other than studying and mastering the concepts presented.

Published article "Trading with the MQL5 Economic Calendar (Part 1): Mastering the Functions of the MQL5 Economic Calendar".

Trading with the MQL5 Economic Calendar (Part 1): Mastering the Functions of the MQL5 Economic Calendar

In this article, we explore how to use the MQL5 Economic Calendar for trading by first understanding its core functionalities. We then implement key functions of the Economic Calendar in MQL5 to extract relevant news data for trading decisions. Finally, we conclude by showcasing how to utilize this information to enhance trading strategies effectively.

Published article "News Trading Made Easy (Part 4): Performance Enhancement".

News Trading Made Easy (Part 4): Performance Enhancement

This article will dive into methods to improve the expert's runtime in the strategy tester, the code will be written to divide news event times into hourly categories. These news event times will be accessed within their specified hour. This ensures that the EA can efficiently manage event-driven trades in both high and low-volatility environments.

The most downloaded free products:

Most downloaded source codes this month

  • 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.
  • The Roofing Filter The Roofing Filter Indicator was created by John Ehlers ("Cycle Analytics for Traders" pg. 80 - 82).

Most read articles this month

How to purchase a trading robot from the MetaTrader Market and to install it?

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 create Requirements Specification for ordering a trading robot

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.

MetaTrader 5 on Linux

MetaTrader 5 on Linux

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:

9 new signals now available for subscription:

Cuan KH
178% 283 trades
Growth:177.99%
Equity:2,517.59USD
Balance:2,517.59USD
Titan004
148% 347 trades
Growth:147.88%
Equity:253,471.00JPY
Balance:253,471.00JPY
WakaMax
146% 1253 trades
Growth:146.28%
Equity:743.65USD
Balance:746.62USD
and 6 more...
There are more than 147,920 topics available on forum

12 new topics on forum:

and 9 more...

Published article "Artificial Cooperative Search (ACS) algorithm".

Artificial Cooperative Search (ACS) algorithm

Artificial Cooperative Search (ACS) is an innovative method using a binary matrix and multiple dynamic populations based on mutualistic relationships and cooperation to find optimal solutions quickly and accurately. ACS unique approach to predators and prey enables it to achieve excellent results in numerical optimization problems.

The most popular forum topics:

Published article "Neural Networks Made Easy (Part 90): Frequency Interpolation of Time Series (FITS)".

Neural Networks Made Easy (Part 90): Frequency Interpolation of Time Series (FITS)

By studying the FEDformer method, we opened the door to the frequency domain of time series representation. In this new article, we will continue the topic we started. We will consider a method with which we can not only conduct an analysis, but also predict subsequent states in a particular area.

More than 300 new charts published:

Chart XAUUSD+, M15, 10/28/2024 5:08 PM UTC, STARTRADER International PTY Limited, MetaTrader 4, Real
XAUUSD+, M15
Chart EURUSDz, D1, 10/27/2024 9:12 PM UTC, Gerchik and Co Limited, MetaTrader 5, Demo
EURUSDz, D1
Chart NZDSGD, W1, 2024.10.27 05:40 UTC, Tradehall Limited, MetaTrader 5, Demo
NZDSGD, W1

The most downloaded free products:

Bestsellers in the Market:

13 new topics on forum:

and 10 more...

6 new signals now available for subscription:

Woshulong999
324% 385 trades
Growth:323.75%
Equity:2,725.46USD
Balance:2,725.46USD
Ai no 8
91% 255 trades
Growth:90.58%
Equity:210.20USD
Balance:656.37USD
YMCBeta 2
46% 12223 trades
Growth:46.29%
Equity:2,450.44USD
Balance:2,893.02USD
and 3 more...

Published article "Connexus Helper (Part 5): HTTP Methods and Status Codes".

Connexus Helper (Part 5): HTTP Methods and Status Codes

In this article, we will understand HTTP methods and status codes, two very important pieces of communication between client and server on the web. Understanding what each method does gives you the control to make requests more precisely, informing the server what action you want to perform and making it more efficient.

Bestsellers in the Market:

Most downloaded source codes this week

  • Simplified "EuroSurge" Expert Advisor This expert opens trades based on signals from multiple technical indicators.
  • b-clock Show minutes and seconds left before new candle is appeared.
  • Volume Profile This is an indicator for showing volume profile on the chart, using simple calculations and very fast execution.

Most read articles this week

How to purchase a trading robot from the MetaTrader Market and to install it?

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.

MetaTrader 5 on Linux

MetaTrader 5 on Linux

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

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.

There are more than 31,630 products available in Market

4 new topics on forum:

and 1 more...

2 new signals now available for subscription:

Other 2
474% 1839 trades
Growth:473.94%
Equity:4,215.28USD
Balance:4,215.28USD
Ghost Pattern 1
334% 378 trades
Growth:334.32%
Equity:1,057.85USD
Balance:1,057.85USD

The most downloaded free products:

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