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Jakub Matlacz's Projects

asm-method-for-local-email-categorization icon asm-method-for-local-email-categorization

Introduces Analyze-Select-Match (ASM), a novel approach to local email categorization using small language models. The goal is to empower users to organize emails on their local machines by categorizing them into user-defined labels with flexibility in both quantity and quality.

autofeasulms icon autofeasulms

Automated feature engineering and selection for tabular-numeric data, using a small-local open-source language model.

capacitated-vehicle-routing-problem icon capacitated-vehicle-routing-problem

This is a program designed to address the optimal distribution of patients, taking into consideration factors such as the existence of roads between locations, the number of available beds in hospitals, and the proximity of the nearest hospital to the patient's location.

covid-image-diagnosis-tool icon covid-image-diagnosis-tool

Leveraging convolutional neural networks (CNNs), the model is trained to identify patterns indicative of COVID-19 in chest radiographs.

exploring-the-world-of-relational-databases icon exploring-the-world-of-relational-databases

The focus of the project is on Relational Database Management Systems (RDBMS), covering a wide range of topics from entity relationship diagrams to data migration between different database systems.

game-of-life-simulator icon game-of-life-simulator

A simulation of John Conway's Game of Life, a cellular automaton that demonstrates how simple rules can lead to complex and interesting patterns. Implemented in C.

glass-classification-project icon glass-classification-project

Our goal is to thoroughly analyze the data, overcome challenges, build precise models, and ultimately identify the most effective model for accurately classifying glass samples.

simple-language-compiler icon simple-language-compiler

This endeavor aims to independently design a straightforward programming language and implement its compiler, covering all stages of source code processing up to the creation of machine code.

tracker-czasu icon tracker-czasu

Aplikacja do śledzenia czasu z rozbudowanymi statystykami i interfejsem graficznym.

wire-world icon wire-world

A real-time simulation program that models the behavior of selected cellular automata. It provides a graphical interface for both technical and non-technical users, suitable for recreational or scientific purposes.

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