High/Low is the simplest type of binary options as traders only have to determine, in which direction the price will go. In a bullish trend, it is advisable to buy High (Call). While Down (Put) is purchased if a downward movement of the asset is expected. The profit of High/Low options varies from 10% to 80% of the bet. more...
We continue studying distributed Q-learning algorithms. Earlier we have already considered two algorithms. In the first one [4], our model learned the probabilities of receiving a reward in a given range of values. In the second algorithm [5], we used a different approach to solving the problem. We trained the model to predict the reward level with a given probability. more...
In the previous article Creating an EA that works automatically (Part 06): Account types (I), we started developing a way to ensure that the automated EA works correctly and within its intended purpose. In that article, we created the C_Manager class, which acts as an administrator, so that in case of strange or incorrect EA behavior the EA will be removed from the chart. more...
Kohonen Maps or Self-Organizing maps(SOM) or Self-Organizing Feature Map(SOFM). Is an unsupervised machine learning technique used to produce a low-dimensional(typically tow-dimensional) representation of a higher dimensional data set while preserving the topological structure of the data. more...
Principal Component Analysis (PCA) is a dimensionality-reduction method that is often used to reduce the dimensionality of large data sets, by transforming a large set of variables into a smaller one that still contains most of the information in the large set. more...
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