In the first part, I stumbled upon an issue where the algorithm wasn’t digging deep enough to generate the exact source code of the compiled program it was trying to reverse-engineer, so here, we’ll go through the algorithm step-by-step to see what needs to be changed or added in order…


My relationship with AI began not so long ago. Yes, I heard of it multiple times in movies when I was a child, Terminator, Skynet becoming self-aware and destroying the world… But over time news articles and videos were describing real-life breakthroughs in gaming, self-driving, and other applications.

At some…


And finally, here it is…

Hi and welcome (again)! In this tutorial, I’m going to reveal the complete source code and principles behind reinforcement learning software able to create and test profitable algorithmic trading strategies automatically.

RISK DISCLAIMER:

For the purposes of this tutorial, I’m not a qualified licensed investment advisor, nor…


Rapid prototyping and validation of additional strategies for smarter AI

This is the fifth article in a series of tutorials: Build AI for generating quant trading strategies automatically, you can read the previous article here:

I did my homework before writing this article and created a reinforcement learning algorithm to…


An in-depth CodeIgniter 3 + SQLite step-by-step tutorial

CodeIgniter has one of the most easy-to-use and thorough documentation among all PHP frameworks and is my personal framework of choice for a variety of other reasons as well.

Today we’re going to create a fully working SQLite database connection in CodeIgniter…


How to export historical price data from MetaTrader 5 to CSV

This is the fourth article in a series of tutorials: Build AI for generating quant trading strategies automatically, you can access the previous article from here:

Tester class is ready, it will be used by reinforcement learning algorithm later, however, we need to generate data points for the tester.

First…


Let me start with a question: have you ever heard of Citadel LLC, Renaissance Technologies, Two Sigma, or, maybe, D. E. Shaw & Co.? In case you didn’t, the simplest way I can describe what they do is that these companies create automated trading strategies, AKA quantitative strategies, AKA quant…


Iterating through an object to get its actual values is relatively easy if we know the structure in advance, but for dynamic objects which are generated on-the-fly, we have to also understand their structure on-the-fly.

There are times when objects are built by deserializing JSON strings, for example, and those…

Besarion Turmanauli

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