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latest articles
Rebuy algorithm: Math model for increasing efficiency
Introduction This trading method is actively used in a wide variety of Expert Advisors. Moreover, it has many varieties and hybrids. In addition, judging by the number of references to such systems, it is obvious that this topic is very popular not only on this site, but also on any other web resources. All method Read more about Rebuy algorithm: Math model for increasing efficiency[…]
OpenAI’s ChatGPT features within the framework of MQL4 and MQL5 development
Introduction So, let’s start from the basics. This technology is one of the variations of artificial intelligence from OpenAI, designed to help people in solving various tasks. This tool looks like a regular messenger chat. However, at the other end there is a so-called artificial intelligence that answers you in text form. Of course, the Read more about OpenAI’s ChatGPT features within the framework of MQL4 and MQL5 development[…]
Deep neural network with Stacked RBM. Self-training, self-control
This article is a continuation of previous articles on deep neural network and predictor selection. Here we will cover features of a neural network initiated by Stacked RBM, and its implementation in the “darch” package. The possibility of using a hidden Markov model for improving the performance of a neural network prediction will also be Read more about Deep neural network with Stacked RBM. Self-training, self-control[…]
Money management in trading
Introduction Money management is a very important aspect for successful trading. Its main purpose is to minimize risks and maximize profits. With the right use of money management, it is possible to achieve improved trading results. In general, money management is a set of rules that allows traders to calculate the optimal volume of positions, Read more about Money management in trading[…]
What is Martingale and Is It Reasonable to Use It?
What Is Martingale? If you write “martingale” in a search engine box, it will return a large number of pages with the description of this system. It is interesting that among others you will meet web-sites of online casinos, which assure that this system works, all you need is entering your credit card number to Read more about What is Martingale and Is It Reasonable to Use It?[…]
Martingale as the basis for a long-term trading strategy
Introduction The martingale is a well known trading system. It has many advantages: ease of use, no need to use tight Stop Loss, which reduces psychological pressure, a relatively small amount of time which the user needs to invest in trading. Of course, the system also has huge drawbacks. The most important of them is Read more about Martingale as the basis for a long-term trading strategy[…]
PROGRAMMING A DEEP NEURAL NETWORK FROM SCRATCH USING MQL LANGUAGE
Introduction Since machine learning has recently gained popularity, many have heard about Deep Learning and desire to know how to apply it in the MQL language. I have seen simple implementations of artificial neurons with activation functions, but nothing that implements a real Deep Neural Network. In this article, I will introduce to you a Read more about PROGRAMMING A DEEP NEURAL NETWORK FROM SCRATCH USING MQL LANGUAGE[…]
HOW TO MASTER MACHINE LEARNING
All beginning traders start their learning journey with the technical analysis basics, and many of them read the same books on stock exchange trading. The basics are normally easy to understand. However, the initial manual trading phase passes fairly quickly. The next step is to achieve greater stability of trading results and to increase trading Read more about HOW TO MASTER MACHINE LEARNING[…]
BID/ASK SPREAD ANALYSIS IN METATRADER 5
Introduction If you don’t use Limit or Stop orders for both trade entry and exit then you will use market orders and of course these depend on the size of the Bid/Ask spread to determine what prices you receive. When you hit the buy button, you actually buy at the ASK price which is a Read more about BID/ASK SPREAD ANALYSIS IN METATRADER 5[…]
MULTILAYER PERCEPTRON AND BACKPROPAGATION ALGORITHM (PART II): IMPLEMENTATION IN PYTHON AND INTEGRATION WITH MQL5
Introduction The previous article considered the creation of a simple neuron (perceptron). We learned about gradient descent method, about the construction of the multilayer perceptron (MLP) network consisting of interconnected perceptrons and the training of such networks. In this article, I want to demonstrate how easy it is to implement this algorithm type using Read more about MULTILAYER PERCEPTRON AND BACKPROPAGATION ALGORITHM (PART II): IMPLEMENTATION IN PYTHON AND INTEGRATION WITH MQL5[…]