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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.

The most popular forum topics:

5 new signals now available for subscription:

ROC CB GBPJPY
1,313% 305 trades
Growth:1,312.83%
Equity:180.67USD
Balance:180.67USD
Glister Swings
85% 310 trades
Growth:85.29%
Equity:896.39USD
Balance:907.50USD
DKSC test
20% 708 trades
Growth:20.46%
Equity:2,005.42USD
Balance:2,005.42USD
and 2 more...

Published article "MQL5 Wizard Techniques you should know (Part 34): Price-Embedding with an Unconventional RBM".

MQL5 Wizard Techniques you should know (Part 34): Price-Embedding with an Unconventional RBM

Restricted Boltzmann Machines are a form of neural network that was developed in the mid 1980s at a time when compute resources were prohibitively expensive. At its onset, it relied on Gibbs Sampling and Contrastive Divergence in order to reduce dimensionality or capture the hidden probabilities/properties over input training data sets. We examine how Backpropagation can perform similarly when the RBM ‘embeds’ prices for a forecasting Multi-Layer-Perceptron.

Published article "Creating an MQL5-Telegram Integrated Expert Advisor (Part 3): Sending Chart Screenshots with Captions from MQL5 to Telegram".

Creating an MQL5-Telegram Integrated Expert Advisor (Part 3): Sending Chart Screenshots with Captions from MQL5 to Telegram

In this article, we create an MQL5 Expert Advisor that encodes chart screenshots as image data and sends them to a Telegram chat via HTTP requests. By integrating photo encoding and transmission, we enhance the existing MQL5-Telegram system with visual trading insights directly within Telegram.

The most downloaded free products:

There are more than 146,960 topics available on forum

14 new topics on forum:

and 11 more...

Bestsellers in the Market:

4 new signals now available for subscription:

WH700010
186% 458 trades
Growth:186.44%
Equity:138.67USD
Balance:138.67USD
Bot Trading AUDCAD NZDCAD
10% 454 trades
Growth:9.85%
Equity:10,115.15USD
Balance:10,115.15USD
Monitors
4% 678 trades
Growth:4.28%
Equity:1,458.57USD
Balance:1,458.57USD
and 1 more...

Published article "Creating a Trading Administrator Panel in MQL5 (Part I): Building a Messaging Interface".

Creating a Trading Administrator Panel in MQL5 (Part I): Building a Messaging Interface

This article discusses the creation of a Messaging Interface for MetaTrader 5, aimed at System Administrators, to facilitate communication with other traders directly within the platform. Recent integrations of social platforms with MQL5 allow for quick signal broadcasting across different channels. Imagine being able to validate sent signals with just a click—either "YES" or "NO." Read on to learn more.

Published article "Developing a multi-currency Expert Advisor (Part 7): Selecting a group based on forward period".

Developing a multi-currency Expert Advisor (Part 7): Selecting a group based on forward period

Previously, we evaluated the selection of a group of trading strategy instances, with the aim of improving the results of their joint operation, only on the same time period, in which the optimization of individual instances was carried out. Let's see what happens in the forward period.

The most downloaded free products:

Bestsellers in the Market:

18 new topics on forum:

and 15 more...

Most downloaded source codes this month

  • Raymond Cloudy Day For EA Raymond Cloudy Day For EA, a revolutionary trading tool created by Raymond and expertly developed for the MT5 platform. This innovative indicator integrates a cutting-edge calculation method with advanced algorithms, surpassing traditional Pivot Points to enhance trading strategies with unparalleled precision.
  • Risk reward box This Indicator creates automatically a Risk/Reward Box on you all opened chart base on High, Low price with the old candles. You can use it easily to drag and change size and price to your desire wanted.
  • SL-TP Values Indicator displays the value of defined stop loss and or take profit in the deposit currency. Note: It calculates an estimated value based on a simple calculation and does not take into account brokerage commissions.

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.

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.

The most popular forum topics:

There are more than 11,370 codes published in Codebase

More than 100 new charts published:

图表 XAUUSD, H1, 2024.08.20 12:12 UTC, Alpari, MetaTrader 4, Demo
XAUUSD, H1
Chart Boom 500 Index, M1, 8/20/2024 3:39 PM UTC, Deriv (V) Ltd, MetaTrader 5, Real
Boom 500 Index, M1
Chart XAUUSD+, M15, 2024.08.15 13:42 UTC, STARTRADER International PTY Limited, MetaTrader 4, Real
XAUUSD+, M15

Published article "Reimagining Classic Strategies (Part VI): Multiple Time-Frame Analysis".

Reimagining Classic Strategies (Part VI): Multiple Time-Frame Analysis

In this series of articles, we revisit classic strategies to see if we can improve them using AI. In today's article, we will examine the popular strategy of multiple time-frame analysis to judge if the strategy would be enhanced with AI.

10 new signals now available for subscription:

Gold Replica
434% 1465 trades
Growth:434.15%
Equity:482.43USD
Balance:482.43USD
ECAP B US30 020VHS AIG003 IV II Adv
63% 393 trades
Growth:62.78%
Equity:951.69USD
Balance:951.69USD
Jayanthi EA MT5
42% 88 trades
Growth:41.72%
Equity:1,558.89USD
Balance:1,558.89USD
and 7 more...

Published article "Integrating MQL5 with data processing packages (Part 2): Machine Learning and Predictive Analytics".

Integrating MQL5 with data processing packages (Part 2): Machine Learning and Predictive Analytics

In our series on integrating MQL5 with data processing packages, we delve in to the powerful combination of machine learning and predictive analysis. We will explore how to seamlessly connect MQL5 with popular machine learning libraries, to enable sophisticated predictive models for financial markets.

Published article "Non-stationary processes and spurious regression".

Non-stationary processes and spurious regression

The article demonstrates spurious regression occurring when attempting to apply regression analysis to non-stationary processes using Monte Carlo simulation.

Published article "MQL5 Wizard Techniques you should know (Part 33): Gaussian Process Kernels".

MQL5 Wizard Techniques you should know (Part 33): Gaussian Process Kernels

Gaussian Process Kernels are the covariance function of the Normal Distribution that could play a role in forecasting. We explore this unique algorithm in a custom signal class of MQL5 to see if it could be put to use as a prime entry and exit signal.

The most downloaded free products:

12 new topics on forum:

and 9 more...

15 new signals now available for subscription:

NEWS
502% 740 trades
Growth:502.42%
Equity:965.10USD
Balance:965.10USD
InvestForce Joel
131% 537 trades
Growth:131.22%
Equity:4,449.26USD
Balance:4,513.42USD
Exness ST XAU
86% 807 trades
Growth:85.77%
Equity:3,715.49USD
Balance:3,715.49USD
and 12 more...

Bestsellers in the Market:

There are more than 31,100 products available in Market

Published article "Population optimization algorithms: Bird Swarm Algorithm (BSA)".

Population optimization algorithms: Bird Swarm Algorithm (BSA)

The article explores the bird swarm-based algorithm (BSA) inspired by the collective flocking interactions of birds in nature. The different search strategies of individuals in BSA, including switching between flight, vigilance and foraging behavior, make this algorithm multifaceted. It uses the principles of bird flocking, communication, adaptability, leading and following to efficiently find optimal solutions.

The most downloaded free products:

Most downloaded source codes this week

  • Trend Strength Index The Trend Strength Index indicator measures strength of current trend.
  • 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 The EA identifies discrepancies between theoretical and actual currency exchange rates to execute risk-minimized trading opportunities.

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.

Bestsellers in the Market:

There are more than 146,910 topics available on forum

10 new topics on forum:

and 7 more...

9 new topics on forum:

and 6 more...

Bestsellers in the Market:

3 new signals now available for subscription:

GALAXION
139% 629 trades
Growth:138.63%
Equity:380.58EUR
Balance:1,023.30EUR
ASTRALIS
132% 495 trades
Growth:131.76%
Equity:257.20EUR
Balance:1,515.13EUR
EQUINOX
59% 597 trades
Growth:59.30%
Equity:533.34EUR
Balance:1,047.47EUR

The most downloaded free products:

There are more than 31,050 products available in Market

Bestsellers in the Market:

7 new signals now available for subscription:

Good Gain with very low Risk
145% 2801 trades
Growth:144.94%
Equity:21,716.50USD
Balance:21,720.89USD
H1 20LSM
8% 51 trades
Growth:8.49%
Equity:108,491.50THB
Balance:108,491.50THB
Megatron Reverse
6% 73 trades
Growth:5.77%
Equity:264,420.16THB
Balance:264,420.16THB
and 4 more...

14 new topics on forum:

and 11 more...

The most popular forum topics:

There are more than 1,730 articles published on site

Published article "Reimagining Classic Strategies (Part V): Multiple Symbol Analysis on USDZAR".

Reimagining Classic Strategies (Part V): Multiple Symbol Analysis on USDZAR

In this series of articles, we revisit classical strategies to see if we can improve the strategy using AI. In today's article, we will examine a popular strategy of multiple symbol analysis using a basket of correlated securities, we will focus on the exotic USDZAR currency pair.

Published article "MQL5 Wizard Techniques you should know (Part 32): Regularization".

MQL5 Wizard Techniques you should know (Part 32): Regularization

Regularization is a form of penalizing the loss function in proportion to the discrete weighting applied throughout the various layers of a neural network. We look at the significance, for some of the various regularization forms, this can have in test runs with a wizard assembled Expert Advisor.

Published article "Pattern Recognition Using Dynamic Time Warping in MQL5".

Pattern Recognition Using Dynamic Time Warping in MQL5

In this article, we discuss the concept of dynamic time warping as a means of identifying predictive patterns in financial time series. We will look into how it works as well as present its implementation in pure MQL5.

The most downloaded free products:

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