airline-passenger-satisfaction-prediction

Analysis of a dataset of some polls about airline passengers satisfaction and other data.

calculator

A calculator using HTML, JavaScript and CSS

canny-edge-detector-from-scratch

Implementation of the Canny Edge Detector from scratch

concursoaoc2022

Repositorio para la realización del concurso "Advent of Code 2021" de ACM-UPM

concursoaoc2023

Advent of Code - 2023

curso2022-2023-datascience

Repository for the course 2022-2023 on the Degree of Data Science

disease-searcher

This is a project made by some friends and me. Using some natural language processing, it can detect diseases in a text.

facial-recognition

Proyecto de reconocimiento de caras simulando la galería de un móvil con técnicas de machine learning y computer vision.

fruits-data-analysis-and-clustering

Analysis of a fruit dataset. It covers data exploration, preprocessing techniques, the application of various clustering methods, and discussion of the results.

handwritten-digits-classifier

It allows the user to draw a digit on a canvas and classify the digit using a pre-trained TensorFlow model.

homographies-and-image-stitching

Image stitching using homographies, applying keypoint detection, matching, RANSAC and projections.

hotel-reservation-prediction-with-nn

This project entails comprehensive preprocessing and analysis of hotel reservation data, with a meticulous examination of diverse neural network parameters to enhance prediction accuracy for booking forecasts.

javipzv

kmeans-algorithm-from-scratch

Python implementation of the K-Means clustering algorithm from scratch.

letterbox-stats

A web scraping application that retrieves the most viewed directors and actors of a Letterboxd user based on their watched movies. It also can compare the ratings of movies you and other Letterboxd user have seen.

probabilistic-models-and-ensembles

Analysis of a dataset using some probabilistic models (Naive Bayes, QDA...) and ensemble methods (Random Forest, AdaBoost...)

shiny-experiments

Some experiments with R library "shiny"

static-webpage

Little static webpage project.

wall-following-problem

Implementation of two algorithms: a heuristic algorithm and a Reinforcement Learning approach using Q-Learning.