Sergiy Bondaryev

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Solving Mastermind with Maximum Entropy

Information Theory

Using information theory to find optimal guesses in Mastermind.

Chess OCR: From Data to Deployment

Project

Building a chess position recognition system from data collection to browser deployment.

Why Neural Networks Need He Init, Clipping, and Momentum

Machine Learning

A step-by-step interactive example exploring common neural network training problems and their solutions.

Big O Notation: An Interactive Guide

Algorithms

Building intuition to recognize time complexity from code patterns.