Mateusz Baran

Classical Out-of-Distribution Detection Methods Benchmark in Text Classification Tasks

This repository contains my solutions and implementations for the tasks provided by Advent of Code.

This repository contains an implementation of the Constraint Satisfaction Problem (CSP) framework for educational purposes. The goal of this project is to explore and evaluate algorithms such as Backtracking and Forward Checking, as well as various heuristics for variable and value selection.

MLnumpy is a simple project aimed at understanding the fundamental mechanisms of neural networks from scratch. It provides a pure implementation of neural networks using the NumPy library.