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Master's Project - Autoparametrization

The project aims to create an effective and scalable solution for the automatic parametrization of the Growing Neural Gas (GNG) network.

Specifications

This project was created and developed using the following hardware and software configuration:

Category Information
Operating System Ubuntu 24.10.0 LTS
Processor Intel(R) Core(TM) i7-8565U CPU @ 1.80GHz
RAM 16 GB
Python 3.12.7

These configurations provide the foundation for the development and execution of this project. Be sure to check the versions of the tools and operating system to ensure compatibility with the project.

Managing Virtual Environments and Pre-Commit Hooks

Virtual Environment Setup

Task Windows (PowerShell) Ubuntu
Create virtual environment python -m venv env-windows python3.13 -m venv env-ubuntu
Activate environment .\env-windows\Scripts\Activate.ps1 source env-ubuntu/bin/activate
Install dependencies pip install -r requirements.txt pip install -r requirements.txt
Deactivate environment deactivate deactivate
Run the code python src/script.py python src/script.py

About

Repository for my master's thesis code, focusing on deep learning and clustering

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