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The growth in the analyzed data volumes leads to a growth of interest in unsupervised learning methods. In the last few articles, we have already seen clustering and dimensionality reduction algorithms which belong to unsupervised learning methods. In this article, we continue studying unsupervised learning methods. This time, we will consider another type of problems which can be addressed within these methods: association rule mining. This problem type has originated from supermarket shopping ...
Here is a new article from our series which is for beginners to learn about a new technical tool and how to design a trading system based on simple strategies. It is the Variable Index Dynamic Average (VIDYA) indicator. This indicator is one of the trend-following indicators that can be used in our trading and the concept of this term means that this indicator follows the trend. So, it is a lagging indicator and it means that it moves after the ...
In the prior article, we discussed the basics of a neural network and build a very basic and static MLP, but we know in real-life applications we are not going to need a simple 2 inputs and 2 hidden layers nodes in the network to the output, something we built last time. My point is that we need something dynamic. A dynamic code that we can change the parameters and optimize without breaking the program. If you use python-keras library to build a neural network you will have to do ...
In the previous article, Developing a trading Expert Advisor from scratch (Part 19), we focused on code changes which were implemented to enable the operation of the new order system. Since these changes have been implemented, I can focus 100% on the real problem. This is to implement the order system, which is 100% visual and understandable for those who trade without having to know the tick value or where to place an order to earn X, or where to set Stop Loss in order not to lose Y. ...
In this new article from our series, we will learn about a new technical tool that can be used in our favor to enhance our trading. We learn about the Bull's Power indicator which is one of the technical indicators that can be used to give us insights into bulls measurement the same as we will see in this article. more...
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