Neural networks sound like this fancy new thing that seems as a way forward to build holy grails trading systems, many traders are stunned by the programs made of neural networks, as they seem to be good at predicting market movements basically, they are good at any task at hand. In this article, we are going to see the basics of a neural network and answer some of the basic questions that I think are important for an ML enthusiast to understand for them to master this subject. ...
In this article, I would like to share my experiments with neural networks. After reading a large amount of information available on MQL5, I came to the conclusion that the theory is sufficient. There are plenty of good articles, libraries and source codes. Unfortunately, all this data does not lead to a logical conclusion – a profitable trading system. Let's try to fix this. more...
Here is a new article from our series about learning how to design a trading system by the most popular technical indicators. In this article, we will learn how to create a trading system by the Force Index indicator. We will learn what is this indicator in detail by covering the following topics: Force Index definitionForce Index strategyForce Index strategy blueprintForce Index trading systemConclusion more...
We continue to study models and unsupervised learning algorithms. We have already considered data clustering algorithms. In this article, I will explore a solution of problems related to dimensionality reduction. Essentially, these are certain data compression algorithms that are widely used in practice. Let us study the implementation of one of these algorithms and see how it can be used in building our trading model. more... --------------------- Neural networks made easy ...
Since we started documenting this EA in this series from the very first article Developing a trading Expert Advisor from scratch, it has undergone various changes and improvements while maintaining the same on-chart order system model. It is very simple and functional. However, in many situations, it is not suitable for real trading. Of course, we could add some things to the original system so that we have some information about orders, both open and pending. But this would turn our code into ...
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