Migue8gl
Data Scientist and Computer Science graduate. Currently studying Data Science Master at the University of Granada.
University of GranadaSpain
Pinned Repositories
AA-UGR
Repository for the subject Machine Learning (Aprendizaje Automático) in Computer Engineering's Degree at the UGR
BelkanGame
Small game that implements several basic pathfinding algorithms, such as Breadth First-Search, Depth First-Search and others.
CivitasJavaV2
Modified version of the well-known game Monopoly. Created in Java using NetBeans.
DataScienceMaster
Projects and research from my Master's in Data Science from the University of Granada.
ED-UGR
Repository for the subject Data Structures (Estructuras de Datos) in the Computer Engineering's Degree at the UGR.
IG-UGR
Repository for the subject Computer Graphics (Informática Gráfica) in Computer Engineering's Degree at the UGR
Keylogger
Basic keylogger made in Python. The main goal is to learn while developing it.
Optimization-MH
Optimization metaheuristic algorithms for machine learning projects in C++.
TFG-Wrapper-Based-Metaheuristics-Feature-Selection
Metaheuristics, designed to solve complex optimization problems with limited resources, have been adapted for feature selection. This work reviews recent metaheuristics and conducts a comprehensive comparative study using various ML algorithms and datasets, evaluating metrics such as accuracy and execution time.
WhisperTranscribe
WhisperTranscribe is a Python-based project that provides a simple and efficient solution for recording, processing, and transcribing audio using the Faster Whisper model. The tool offers multiple options for capturing audio, including microphone recording, YouTube audio downloading, or loading pre-existing audio files.
Migue8gl's Repositories
Migue8gl/ED-UGR
Repository for the subject Data Structures (Estructuras de Datos) in the Computer Engineering's Degree at the UGR.
Migue8gl/IG-UGR
Repository for the subject Computer Graphics (Informática Gráfica) in Computer Engineering's Degree at the UGR
Migue8gl/Keylogger
Basic keylogger made in Python. The main goal is to learn while developing it.
Migue8gl/TFG-Wrapper-Based-Metaheuristics-Feature-Selection
Metaheuristics, designed to solve complex optimization problems with limited resources, have been adapted for feature selection. This work reviews recent metaheuristics and conducts a comprehensive comparative study using various ML algorithms and datasets, evaluating metrics such as accuracy and execution time.
Migue8gl/AA-UGR
Repository for the subject Machine Learning (Aprendizaje Automático) in Computer Engineering's Degree at the UGR
Migue8gl/BelkanGame
Small game that implements several basic pathfinding algorithms, such as Breadth First-Search, Depth First-Search and others.
Migue8gl/CivitasJavaV2
Modified version of the well-known game Monopoly. Created in Java using NetBeans.
Migue8gl/Conecta4Boom
Implementation of the famous game Connect4 with a modification and a heuristic AI.
Migue8gl/DataScienceMaster
Projects and research from my Master's in Data Science from the University of Granada.
Migue8gl/Genetic-and-Memetic-Algorithms
Poblation techniques for the Weight Learning Problem.
Migue8gl/Optimization-MH
Optimization metaheuristic algorithms for machine learning projects in C++.
Migue8gl/WhisperTranscribe
WhisperTranscribe is a Python-based project that provides a simple and efficient solution for recording, processing, and transcribing audio using the Faster Whisper model. The tool offers multiple options for capturing audio, including microphone recording, YouTube audio downloading, or loading pre-existing audio files.
Migue8gl/Constrain-Satisfaction-Problems
Use of MiniZinc to solve "toy" constraint satisfaction problems.
Migue8gl/Game-Pathfinding-Agents
Development of agents based on heuristic search techniques.
Migue8gl/Local-Search-and-Greedy-Algorithms
Greddy and Local Search techniques for the Weight Learning Problem.
Migue8gl/Migue8gl
Personal repository for README
Migue8gl/Monarch-Butterfly-Optimization
Monarch butterfly optimization (MBO) algorithm inspired by the migration behavior of monarch butterflies. Implemented in C++.
Migue8gl/PDDL-Game-Plannification
An approach to PDDL (a domain planning language) for problem solving in a management type game.
Migue8gl/PTC-UGR
Repository for PTC subject from University of Granada
Migue8gl/SCD-UGR
Repository for the subject Concurrent and Distributed Systems (Sistemas Concurrentes y Distribuidos) in the Computer Engineering's Degree at the UGR.
Migue8gl/Scrabble
C++ implementation of the famous game Scrabble.
Migue8gl/SimulatedAnnealing-ILS-MultiStart-Search
Trajectory techniques for the Weight Learning Problem.