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- Machine learning in trading: theory, models, practice and algo-trading 32 new comments
- I need to know 13 new comments
- Review Issue for Canceled Job 12 new comments
Published article "GIT: What is it?".
![GIT: What is it?](https://c.mql5.com/2/69/GIT__Mas_que_coisa_2_esta___LOGO.png)
In this article, I will introduce a very important tool for developers. If you are not familiar with GIT, read this article to get an idea of what it is and how to use it with MQL5.
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Published article "Data Science and ML (Part 26): The Ultimate Battle in Time Series Forecasting — LSTM vs GRU Neural Networks".
![Data Science and ML (Part 26): The Ultimate Battle in Time Series Forecasting — LSTM vs GRU Neural Networks](https://c.mql5.com/2/84/Data_Science_and_ML_Part_26__LOGO.png)
In the previous article, we discussed a simple RNN which despite its inability to understand long-term dependencies in the data, was able to make a profitable strategy. In this article, we are discussing both the Long-Short Term Memory(LSTM) and the Gated Recurrent Unit(GRU). These two were introduced to overcome the shortcomings of a simple RNN and to outsmart it.
Published article "DoEasy. Service functions (Part 1): Price patterns".
![DoEasy. Service functions (Part 1): Price patterns](https://c.mql5.com/2/71/DoEasy._Service_functions_Part_1___LOGO.png)
In this article, we will start developing methods for searching for price patterns using timeseries data. A pattern has a certain set of parameters, common to any type of patterns. All data of this kind will be concentrated in the object class of the base abstract pattern. In the current article, we will create an abstract pattern class and a Pin Bar pattern class.
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Published article "Introduction to MQL5 (Part 8): Beginner's Guide to Building Expert Advisors (II)".
![Introduction to MQL5 (Part 8): Beginner's Guide to Building Expert Advisors (II)](https://c.mql5.com/2/84/Introduction_to_MQL5_Part_8_Beginners_Guide_to_Building_Expert_Advisors___LOGO.png)
This article addresses common beginner questions from MQL5 forums and demonstrates practical solutions. Learn to perform essential tasks like buying and selling, obtaining candlestick prices, and managing automated trading aspects such as trade limits, trading periods, and profit/loss thresholds. Get step-by-step guidance to enhance your understanding and implementation of these concepts in MQL5.
The most downloaded free products:
7 new products are now available on the Market:
Bestsellers in the Market:
7 new products are now available on the Market:
Bestsellers in the Market:
13 new products are now available on the Market:
Published article "SP500 Trading Strategy in MQL5 For Beginners".
![SP500 Trading Strategy in MQL5 For Beginners](https://c.mql5.com/2/84/SP500_Trading_Strategy_in_MQL5____LOGO.png)
Discover how to leverage MQL5 to forecast the S&P 500 with precision, blending in classical technical analysis for added stability and combining algorithms with time-tested principles for robust market insights.
Published article "Developing an Expert Advisor (EA) based on the Consolidation Range Breakout strategy in MQL5".
![Developing an Expert Advisor (EA) based on the Consolidation Range Breakout strategy in MQL5](https://c.mql5.com/2/84/Developing_an_Expert_Advisor_based_on_the_Consolidation_Range_Breakout_strategy_in_MQL5___LOGO.png)
This article outlines the steps to create an Expert Advisor (EA) that capitalizes on price breakouts after consolidation periods. By identifying consolidation ranges and setting breakout levels, traders can automate their trading decisions based on this strategy. The Expert Advisor aims to provide clear entry and exit points while avoiding false breakouts