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  1. Quantization in machine learning (Part 2): Data preprocessing, table selection, training CatBoost models

    by , 04-07-2024 at 03:11 PM
    The article considers the practical application of quantization in the construction of tree models No complex mathematical equations are used. This is the second part of the article "Quantization and other methods of preprocessing input data in machine learning", so I strongly recommend starting your acquaintance with it. Here we will talk about the following:

    • In the first part, we will consider the methods for preprocessing sample data implemented in MQL5.
    • In the second
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  2. Introduction to MQL5 (Part 5): A Beginner's Guide to Array Functions in MQL5

    by , 03-31-2024 at 03:02 PM
    Part 5 of our series will introduce you to the fascinating world of MQL5, designed especially for complete novices looking for a gentle introduction to the intricacies of array functions. This section aims to dismantle the misconceptions that are frequently associated with array functions, guaranteeing that each line of code is not only understood but comprehended thoroughly. Regardless of prior coding experience, I sincerely believe that everyone should have the opportunity to learn about the MQL5
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  3. Making a dashboard to display data in indicators and EAs

    by , 01-22-2024 at 01:12 PM
    Our custom panel will allow us to add any required amount of the necessary data to it, sign it, as well as display and update readings from the program code.

    It should be possible to move the panel around the chart with the mouse, dock it in the desired chart position, as well as collapse/expand it. For the convenience of placing the data on the panel, it will be possible to display a table with the specified number of rows and columns. The data from this table can be displayed in
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  4. Can Heiken-Ashi Combined With Moving Averages Provide Good Signals Together?

    by , 08-11-2023 at 01:28 AM
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    Combinations of strategies may offer better opportunities. We can combine indicators together or patterns, or even better, indicators with patterns, so that we get an extra confirmation factor. In this article, we will see how to use Heiken-Ashi charting alongside moving averages as a trend confirmation technique. And then, at the end, we can look at optimization options.
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  5. How to create a custom indicator (Heiken Ashi) using MQL5

    by , 08-10-2023 at 01:28 AM
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    It is about a method to overcome this challenge by benefiting from the iCustom function and creating your custom indicator following your terms and based on your preferences. We will also see an example, as we will create a custom Heiken Ashi technical indicator and we will use this custom indicator in trading system examples.
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