Jose Ángel Pérez Garrido's repositories
mental_LLMChatbot
Herramientas necesarias para la creación y evaluación de un bot conversacional mediante modelos LLM.
pix2pix_image-generation
This project implements an image-to-image translation model using the Pix2Pix architecture with TensorFlow. The goal is to generate realistic images from input images using the TU-Graz dataset.
Dependency-Parsing-Arc-Eager
This project focuses on implementing a dependency parser using the arc-eager oracle.
Exploratory-Analysis-of-CNN
This project involves an exploratory analysis of the capabilities of Convolutional Neural Networks (CNNs) for image classification, using a dataset of animal images. The goal is to understand how well CNNs can distinguish between different types of animals based on their images.
Exploratory-Analysis-of-RNN
This project involves an exploratory analysis of the capabilities of Recurrent Neural Networks (RNNs) for both classification and regression tasks. We use two distinct datasets: one for a regression problem and the other for a classification problem. The aim is to understand the effectiveness of RNNs in handling sequential data.
Exploratory-Analysis-of-VAEs-and-WGANs
This project involves an exploratory analysis of the capabilities of Variational Autoencoders (VAEs) and Wasserstein Generative Adversarial Networks (WGANs) for image generation. The CelebA dataset is utilized for training and evaluating the models. The aim is to understand the strengths and weaknesses of VAEs and WGANs.
GA-and-PSO-analysis
This project involves the analysis and comparison of Genetic Algorithm (GA) and Particle Swarm Optimization (PSO) for minimizing mathematical functions and solving the Traveling Salesman Problem (TSP) using the scikit-opt library. Both GA and PSO are popular metaheuristic algorithms used for optimization problems.
Golay-Python
This project provides a basic implementation of Golay error correction codes in Python, supporting both the Golay (24, 12, 8) and Golay (23, 12, 7) codes.
mental_semanticbot
Herramientas necesarias para la creación y evaluación de un bot conversacional basado en la recuperación de la mejor respuesta dentro de un corpus de información para una consulta del usuario mediante la similitud semántica.
PoS-Tagging
This project focuses on developing a PoS tagger using the CoNLL-U datasets, which are widely used for training and evaluating PoS tagging models.
Reflection-symmetry-signature
This project involves the development of a Python implementation for detecting reflection symmetry in shapes using shape signatures.
Search-Algorithms-Drill-Robot
This project focuses on implementing and comparing various search algorithms for navigating a drill robot in a grid world. The drill robot's goal is to find the most efficient path from a starting point to a target location, avoiding obstacles and exploring the grid effectively.
Skeletonization-Methods-comparison
This project analyzes two popular skeletonization methods: Zhang and Lee. The aim is to implement, compare, and evaluate the effectiveness of these methods.
spending_manager
A "single-page" application for managing spendings. Educational web project.
Stream-Learning-for-Stock-Forecasting
This project involves the analysis of stream learning techniques for stock price forecasting using the River library.
Word2Vec-Embedding-Analysis
This project focuses on implementing and analyzing word embeddings using the Continuous Bag of Words (CBOW) and Skip-gram models.
wordle-rmi
This project is a Java-based implementation of the popular word-guessing game Wordle. The application uses Java RMI (Remote Method Invocation) to facilitate communication between clients and a server in a client-server architecture.
github-readme-stats-1
:zap: Dynamically generated stats for your github readmes
juxt-web
Juxtaposition applet UI for the Wii U and 3DS
p2pfl
P2P Federated Learning (p2pfl) is a decentralized federated learning library, it allows creating basic federated learning systems on p2p networks using gossip protocols.
pywright
Python game engine for running visual novel games similar to the Phoenix Wright series
website
Website for Pretendo Network