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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.

18 new signals now available for subscription:

SH Tradepreneur 1
970% 2082 trades
Growth:970.28%
Equity:1 569.28USD
Balance:4 000.00USD
ArtificialS
295% 130 trades
Growth:294.50%
Equity:3 029.04USD
Balance:3 042.69USD
Arms 1868
234% 635 trades
Growth:233.50%
Equity:33 127.92USD
Balance:33 349.85USD
and 15 more...

Published article "Mastering Model Interpretation: Gaining Deeper Insight From Your Machine Learning Models".

Mastering Model Interpretation: Gaining Deeper Insight From Your Machine Learning Models

Machine Learning is a complex and rewarding field for anyone of any experience. In this article we dive deep into the inner mechanisms powering the models you build, we explore the intricate world of features,predictions and impactful decisions unravelling the complexities and gaining a firm grasp of model interpretation. Learn the art of navigating tradeoffs , enhancing predictions, ranking feature importance all while ensuring robust decision making. This essential read helps you clock more performance from your machine learning models and extract more value for employing machine learning methodologies.

There are more than 1 480 articles published on site

Published article "Modified Grid-Hedge EA in MQL5 (Part II): Making a Simple Grid EA".

Modified Grid-Hedge EA in MQL5 (Part II): Making a Simple Grid EA

In this article, we explored the classic grid strategy, detailing its automation using an Expert Advisor in MQL5 and analyzing initial backtest results. We highlighted the strategy's need for high holding capacity and outlined plans for optimizing key parameters like distance, takeProfit, and lot sizes in future installments. The series aims to enhance trading strategy efficiency and adaptability to different market conditions.

The most downloaded free products:

Bestsellers in the Market:

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 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.

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.

Most downloaded source codes this month

  • Heikin Ashi Lines A simpler way to display Heikin Ashi
  • 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.

17 new signals now available for subscription:

Sonic MT5 New
1 005% 427 trades
Growth:1 005.48%
Equity:6 072.86USD
Balance:6 440.96USD
ZENCA Transform
779% 359 trades
Growth:778.60%
Equity:3 514.38USD
Balance:3 514.38USD
EA245 S680 Acc 7291
182% 683 trades
Growth:182.26%
Equity:711.22USD
Balance:1 724.90USD
and 14 more...

21 new topics on forum:

and 18 more...
There are more than 143 340 topics available on forum

Published article "Algorithmic Trading With MetaTrader 5 And R For Beginners".

Algorithmic Trading With MetaTrader 5 And R For Beginners

Embark on a compelling exploration where financial analysis meets algorithmic trading as we unravel the art of seamlessly uniting R and MetaTrader 5. This article is your guide to bridging the realms of analytical finesse in R with the formidable trading capabilities of MetaTrader 5.

Published article "MQL5 Wizard Techniques you should know (Part 10). The Unconventional RBM".

MQL5 Wizard Techniques you should know (Part 10). The Unconventional RBM

Restrictive Boltzmann Machines are at the basic level, a two-layer neural network that is proficient at unsupervised classification through dimensionality reduction. We take its basic principles and examine if we were to re-design and train it unorthodoxly, we could get a useful signal filter.

Published article "Ready-made templates for including indicators to Expert Advisors (Part 1): Oscillators".

Ready-made templates for including indicators to Expert Advisors (Part 1): Oscillators

The article considers standard indicators from the oscillator category. We will create ready-to-use templates for their use in EAs - declaring and setting parameters, indicator initialization and deinitialization, as well as receiving data and signals from indicator buffers in EAs.

The most downloaded free products:

31 new signals now available for subscription:

PPT System
904% 495 trades
Growth:904.31%
Equity:929.14USD
Balance:1 192.81USD
PU Prime Real
398% 3018 trades
Growth:398.03%
Equity:2 826.80EUR
Balance:3 179.48EUR
PJ 4
197% 711 trades
Growth:197.23%
Equity:1 227.02USD
Balance:1 244.83USD
and 28 more...

Bestsellers in the Market:

17 new topics on forum:

and 14 more...

The most popular forum topics:

The most downloaded free products:

Bestsellers in the Market:

12 new topics on forum:

and 9 more...

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.

Design Patterns in software development and MQL5 (Part 4): Behavioral Patterns 2

Design Patterns in software development and MQL5 (Part 4): Behavioral Patterns 2

In this article, we will complete our series about the Design Patterns topic, we mentioned that there are three types of design patterns creational, structural, and behavioral. We will complete the remaining patterns of the behavioral type which can help set the method of interaction between objects in a way that makes our code clean.

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.

Most downloaded source codes this week

  • No Loss EA - No Indicator, No Price Action strategy for MetaTrader 4 This strategy eliminates the need to rely on indicators, candlestick patterns, chart patterns, or any price action. This EA employs a progressive system that I have been using for the past six months and have backtested for over three years.
  • 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.

9 new signals now available for subscription:

Euroaudalpari
545% 775 trades
Growth:544.95%
Equity:384.10USD
Balance:563.54USD
Quantum Pending Wizard
503% 3931 trades
Growth:502.95%
Equity:4 904.83EUR
Balance:5 000.43EUR
Comanche Low Risk
48% 376 trades
Growth:48.05%
Equity:418.70USD
Balance:444.15USD
and 6 more...

More than 300 new charts published:

Chart EURJPY, M15, 2024.01.12 16:58 UTC, Tickmill Ltd, MetaTrader 4, Demo
EURJPY, M15
Chart US100Cash, H2, 2024.01.14 14:14 UTC, XM Global Limited, MetaTrader 5, Real
US100Cash, H2
Graphique GBPJPY, H1, 2024.01.12 11:57 UTC, Tickmill Ltd, MetaTrader 4, Demo
GBPJPY, H1
There are more than 29 310 products available in Market

The most downloaded free products:

20 new topics on forum:

and 17 more...

Bestsellers in the Market:

11 new signals now available for subscription:

Hi Im Good
899% 204 trades
Growth:899.14%
Equity:4 454.01USD
Balance:4 995.72USD
Accurate News Trader 2
344% 641 trades
Growth:344.04%
Equity:1 219.09EUR
Balance:1 219.09EUR
Corr 5P Inc2 Standard AUD EUR GBP USD
92% 1159 trades
Growth:92.10%
Equity:1 036.28USD
Balance:1 200.84USD
and 8 more...

The most downloaded free products:

26 new topics on forum:

and 23 more...
There are more than 143 270 topics available on forum

Bestsellers in the Market:

The most popular forum topics:

16 new signals now available for subscription:

RsStMg01 WT
986% 563 trades
Growth:985.57%
Equity:8 320.89USD
Balance:13 628.57USD
Trader Cuan 15000K USD
304% 4858 trades
Growth:304.01%
Equity:10 797.59USD
Balance:12 814.13USD
Gold100 Robot 5
138% 2159 trades
Growth:138.46%
Equity:1 359.22USD
Balance:1 451.28USD
and 13 more...

Published article "Data Science and Machine Learning (Part 18): The battle of Mastering Market Complexity, Truncated SVD Versus NMF".

Data Science and Machine Learning (Part 18): The battle of Mastering Market Complexity, Truncated SVD Versus NMF

Truncated Singular Value Decomposition (SVD) and Non-Negative Matrix Factorization (NMF) are dimensionality reduction techniques. They both play significant roles in shaping data-driven trading strategies. Discover the art of dimensionality reduction, unraveling insights, and optimizing quantitative analyses for an informed approach to navigating the intricacies of financial markets.

The most downloaded free products:

20 new topics on forum:

and 17 more...

Bestsellers in the Market:

More than 300 new charts published:

Chart WING24, M1, 2024.01.09 12:34 UTC, Orama Distribuidora de Titulos e Valores Mobiliarios SA, MetaTrader 5, Demo
WING24, M1
Chart Fra40, D1, 2024.01.09 01:06 UTC, ActivTrades Plc, MetaTrader 4, Real
Fra40, D1
Grafik Fra40, D1, 2024.01.11 01:48 UTC, ActivTrades Plc, MetaTrader 4, Real
Fra40, D1

19 new signals now available for subscription:

Motahareh Jafari
264% 723 trades
Growth:263.58%
Equity:1 239.50USD
Balance:1 706.38USD
NZDTurbo15Live
200% 118 trades
Growth:200.40%
Equity:358.16USD
Balance:450.60USD
SwingAiBot5k
149% 706 trades
Growth:148.91%
Equity:5 058.46USD
Balance:5 109.59USD
and 16 more...

New publications in CodeBase

  • Open Trade This function performs the main logic of opening a trade. Calculates the opening price, take profit levels and stop loss based on symbol information and parameters provided by the user. Prepare a trade request (MqlTradeRequest) with the necessary information, such as symbol, volume, order type, deviation, comment, magic number, etc. Call the OrderSend function to send the operation request and get the result. SetTypeFillingBySymbol function: Determines the order fill type (Fill or Kill, Immediate or Cancel, or Return) based on the symbol's filling policy. GetMinTradeLevel function: Calculates the minimum operating level based on the freeze level and the symbol stops level. Adjusts the minimum level to make sure it is within certain limits and returns the result.
  • Bounce Number for Grid/Martingale strategies Lot Sizing/Order Count set When we want to know how many times price will goes up and down 40 pips before breaking this channel, we will need Bounce Number tool.

Published article "Introduction to MQL5 (Part 2): Navigating Predefined Variables, Common Functions, and Control Flow Statements".

Introduction to MQL5 (Part 2): Navigating Predefined Variables, Common Functions, and  Control Flow Statements

Embark on an illuminating journey with Part Two of our MQL5 series. These articles are not just tutorials, they're doorways to an enchanted realm where programming novices and wizards alike unite. What makes this journey truly magical? Part Two of our MQL5 series stands out with its refreshing simplicity, making complex concepts accessible to all. Engage with us interactively as we answer your questions, ensuring an enriching and personalized learning experience. Let's build a community where understanding MQL5 is an adventure for everyone. Welcome to the enchantment!

Published article "Developing an MQTT client for Metatrader 5: a TDD approach — Part 5".

Developing an MQTT client for Metatrader 5: a TDD approach — Part 5

This article is the fifth part of a series describing our development steps of a native MQL5 client for the MQTT 5.0 protocol. In this part we describe the structure of PUBLISH packets, how we are setting their Publish Flags, encoding Topic Name(s) strings, and setting Packet Identifier(s) when required.

Published article "Data label for time series mining (Part 5):Apply and Test in EA Using Socket".

Data label for time series mining (Part 5):Apply and Test in EA Using Socket

This series of articles introduces several time series labeling methods, which can create data that meets most artificial intelligence models, and targeted data labeling according to needs can make the trained artificial intelligence model more in line with the expected design, improve the accuracy of our model, and even help the model make a qualitative leap!

Published article "Implementation of the Augmented Dickey Fuller test in MQL5".

Implementation of the Augmented Dickey Fuller test in MQL5

In this article we demonstrate the implementation of the Augmented Dickey-Fuller test, and apply it to conduct cointegration tests using the Engle-Granger method.

Published article "Building Your First Glass-box Model Using Python And MQL5".

Building Your First Glass-box Model Using Python And MQL5

Machine learning models are difficult to interpret and understanding why our models deviate from our expectations is critical if we want to gain any value from using such advanced techniques. Without comprehensive insight into the inner workings of our model, we might fail to spot bugs that are corrupting our model's performance, we may waste time over engineering features that aren't predictive and in the long run we risk underutilizing the power of these models. Fortunately, there is a sophisticated and well maintained all in one solution that allows us to see exactly what our model is doing underneath the hood.

There are more than 29 250 products available in Market
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