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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.

There are more than 1 390 articles published on site

Published article "Category Theory in MQL5 (Part 20): A detour to Self-Attention and the Transformer".

Category Theory in MQL5 (Part 20): A detour to Self-Attention and the Transformer

We digress in our series by pondering at part of the algorithm to chatGPT. Are there any similarities or concepts borrowed from natural transformations? We attempt to answer these and other questions in a fun piece, with our code in a signal class format.

3 new signals now available for subscription:

TTS 8NX Allend W Jakarta
123% 4839 trades
Growth:123.30%
Equity:15 990.37USD
Balance:26 312.79USD
Bank Investment 322
43% 1569 trades
Growth:43.00%
Equity:110 410.68USD
Balance:111 629.99USD
KGOLD SUPER
8% 1033 trades
Growth:7.67%
Equity:10 024.88USD
Balance:10 024.88USD

Published article "Developing an MQTT client for MetaTrader 5: a TDD approach — Part 2".

Developing an MQTT client for MetaTrader 5: a TDD approach — Part 2

This article is part of a series describing our development steps of a native MQL5 client for the MQTT protocol. In this part we describe our code organization, the first header files and classes, and how we are writing our tests. This article also includes brief notes about the Test-Driven-Development practice and how we are applying it to this project.

The most downloaded free products:

Bestsellers in the Market:

23 new topics on forum:

and 20 more...
There are more than 26 720 products available in Market

3 new signals now available for subscription:

Rango
233% 421 trades
Growth:232.76%
Equity:989.52USD
Balance:998.29USD
FKW
132% 308 trades
Growth:131.92%
Equity:797.09USD
Balance:797.09USD
VW WW High Risk
-32% 407 trades
Growth:-31.68%
Equity:75 380.86USD
Balance:75 380.86USD

Published article "Data label for timeseries mining (Part 2):Make datasets with trend markers using Python".

Data label for timeseries mining (Part 2):Make datasets with trend markers using Python

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!

Bestsellers in the Market:

The most downloaded free products:

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.

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 week

  • MaybeAwo EA a Versatile automated trading tool for the MetaTrader 4 platform. This EA is designed to assist traders in managing their positions effectively by offering features such as setting a breakeven point, trailing stop, stop loss, and take profit levels. It works with various input parameters, allowing you to customize its behavior to fit your trading strategy.
  • Ranged Grid Bot EA with pending orders The EA created sell/buy limit orders according to: - Grid number of orders - Trading range (computed automatically by uwing weekly highs and lows) - Current price
  • Trade Sessions Indicator This indicator is based on DRAW_FILLING buffers. The input parameters are absent, the TimeTradeServer(), TimeGMT() functions are used.

The most popular forum topics:

3 new signals now available for subscription:

Multi Safe FX
80% 446 trades
Growth:80.43%
Equity:1 361.77USD
Balance:1 804.32USD
Quiet Harbor 2024
70% 560 trades
Growth:70.41%
Equity:43 364.07USD
Balance:43 364.07USD
Forex Autopilot EURUSD
22% 602 trades
Growth:22.31%
Equity:2 186.95EUR
Balance:3 042.07EUR

12 new topics on forum:

and 9 more...

More than 100 new charts published:

차트 GBPUSD, H1, 2023.09.13 06:22 UTC, Alpari, MetaTrader 5, Real
GBPUSD, H1
Gráfico XAUUSDi, M5, 2023.09.13 10:02 UTC, TW Corp., MetaTrader 4, Demo
XAUUSDi, M5
Chart GBPUSD, D1, 2023.09.16 16:02 UTC, Rann FS LLC, MetaTrader 5, Real
GBPUSD, D1

Bestsellers in the Market:

11 new topics on forum:

and 8 more...

New publications in CodeBase

  • 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."
  • 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.

4 new signals now available for subscription:

TDS Legion28 SAFE 0209
171% 2156 trades
Growth:170.96%
Equity:12 012.88USD
Balance:13 548.16USD
TDS Algorithm SLOW 0217
161% 936 trades
Growth:160.61%
Equity:2 483.29USD
Balance:2 606.13USD
TTS 8NX Lilis Jkt
121% 1585 trades
Growth:120.98%
Equity:318 873.94USD
Balance:553 576.66USD
and 1 more...
There are more than 141 110 topics available on forum

16 new topics on forum:

and 13 more...

Bestsellers in the Market:

The most downloaded free products:

There are more than 26 670 products available in Market

2 new signals now available for subscription:

Bitcoin Unique Strategy
349% 3924 trades
Growth:349.11%
Equity:34 985.91USD
Balance:45 951.70USD
TKLWK
273% 1956 trades
Growth:272.60%
Equity:4 146.05USD
Balance:4 146.05USD

The most downloaded free products:

Bestsellers in the Market:

19 new topics on forum:

and 16 more...

The most popular forum topics:

Published article "Developing a Replay System — Market simulation (Part 06): First improvements (I)".

Developing a Replay System — Market simulation (Part 06): First improvements (I)

In this article, we will begin to stabilize the entire system, without which we might not be able to proceed to the next steps.

2 new signals now available for subscription:

XM ultra low mini
39% 1896 trades
Growth:38.95%
Equity:9 646.78USD
Balance:10 088.61USD
HEDGE FX
28% 597 trades
Growth:27.62%
Equity:5 451.08EUR
Balance:5 451.08EUR

The most downloaded free products:

Bestsellers in the Market:

21 new topics on forum:

and 18 more...
There are more than 26 610 products available in Market

3 new signals now available for subscription:

Bright Star MT5
693% 338 trades
Growth:693.06%
Equity:158.73USD
Balance:165.10USD
WTO VBA Multi 14732
69% 7699 trades
Growth:69.02%
Equity:18 499.22USD
Balance:19 097.54USD
Ebb and Flow Grid
17% 786 trades
Growth:17.18%
Equity:9 777.01USD
Balance:9 828.71USD

The most downloaded free products:

23 new topics on forum:

and 20 more...
There are more than 141 050 topics available on forum

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.

Most downloaded source codes this month

  • KA-Gold Bot KA-Gold Bot is an advanced trading advisor specifically designed for gold, utilizing the powerful combination of the Keltner channel strategy and two exponential moving averages (EMAs) - the 10-period EMA and the 200-period EMA. Principle of Operation: The 10-period EMA represents the average price cutting above/below the Keltner band, confirming an uptrend/downtrend. The price being above the 200-period EMA supports the uptrend/downtrend. This indicates that the uptrend/downtrend has been stronger than the previous 10 periods, considering the volatility over the last 50 periods.
  • Trend Dashboard Indicator Trend Dashboard Indicator MetaTrader 5 indicator — a multi-timeframe indicator that is based on three standard indicators: Stochastic oscillator, RSI (Relative Strength Index), and CCI (Commodity Channel Index). It displays current trend directions for M1, M5, M15, M30, H1, H4, D1, W1, and MN1 timeframes. When you follow such an indicator you have a clear picture of the trends across all important timeframes. It doesn't matter which timeframe you attach this indicator to. The indicator can be downloaded for MT4 and MT5.
  • Trade Sessions Indicator This indicator is based on DRAW_FILLING buffers. The input parameters are absent, the TimeTradeServer(), TimeGMT() functions are used.

Bestsellers in the Market:

The most popular forum topics:

More than 100 new charts published:

图表 AUDCAD, D1, 2023.09.09 20:35 UTC, Admiral Markets Group AS, MetaTrader 4, Real
AUDCAD, D1
Grafik AUDCAD, D1, 2023.09.09 20:34 UTC, Admiral Markets Group AS, MetaTrader 4, Real
AUDCAD, D1
图表 EURUSD, D1, 2023.09.09 20:32 UTC, Admiral Markets Group AS, MetaTrader 4, Real
EURUSD, D1

7 new signals now available for subscription:

UniversalTradeICmarkets
272% 1078 trades
Growth:272.10%
Equity:2 268.65USD
Balance:2 261.87USD
JS TopBottom MG01
185% 259 trades
Growth:184.91%
Equity:286.05USD
Balance:284.91USD
Windmill Portfolio
143% 3271 trades
Growth:142.68%
Equity:2 211.76USD
Balance:2 202.34USD
and 4 more...

Published article "Neural networks made easy (Part 37): Sparse Attention".

Neural networks made easy (Part 37): Sparse Attention

In the previous article, we discussed relational models which use attention mechanisms in their architecture. One of the specific features of these models is the intensive utilization of computing resources. In this article, we will consider one of the mechanisms for reducing the number of computational operations inside the Self-Attention block. This will increase the general performance of the model.

Published article "Elastic net regression using coordinate descent in MQL5".

Elastic net regression using coordinate descent in MQL5

In this article we explore the practical implementation of elastic net regression to minimize overfitting and at the same time automatically separate useful predictors from those that have little prognostic power.

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