Pinned Repositories
actuarial-finance
Notebooks y entregables de proyecto de las tareas de laboratorio realizadas en la asignatura Métodos Estadísticos para Finanzas y Seguros del Grado en Ciencia e Ingeniería de Datos. 📈
assembly-line
Solving a cars assembly line NP problem by implementing three algorithmic approaches: an exhaustive search, a greedy algorithm and a metaheuristic. 🚗
financial-deeplearning
Study on the application of the LSTM state-of-art language modeling deep learning architecture to the analysis of Bitcoin financial time series. 💰
finger-detection
Experiment on the theoretical aspects of color image detection and classification algorithms, and implementation of it for skin segmentation and finger counting. ✌🏼
flight-interruption
Predictive analysis using big data technologies such as PySpark: if an unscheduled maintenance flight event is to happen sometime in the next 7 days. ✈️
Master-Computer-Vision-UAB
Master Computer Vision UAB. Lectures and Contents.
MCV-M3-Project
Project for M3 module: Machine Learning for Computer Vision
music-generation
Experiment with some approaches of music generation based on deep learning techniques: a LSTM, a Variational Autoencoder, a GAN and a novel architecture called MidiNet. 🎵
pandas-plots
Notebook on data exploration with Python using pandas and matplotlib. Analyzing temporal data about customer purchases and analytics. 📊
pyramid-kernel
Study of the Spatial Pyramid kernel function for Support Vector Machines (SVMs) and implementation of its statistical learning paradigm for image recognition. 🧱
alex21th's Repositories
alex21th/music-generation
Experiment with some approaches of music generation based on deep learning techniques: a LSTM, a Variational Autoencoder, a GAN and a novel architecture called MidiNet. 🎵
alex21th/finger-detection
Experiment on the theoretical aspects of color image detection and classification algorithms, and implementation of it for skin segmentation and finger counting. ✌🏼
alex21th/actuarial-finance
Notebooks y entregables de proyecto de las tareas de laboratorio realizadas en la asignatura Métodos Estadísticos para Finanzas y Seguros del Grado en Ciencia e Ingeniería de Datos. 📈
alex21th/Master-Computer-Vision-UAB
Master Computer Vision UAB. Lectures and Contents.
alex21th/MCV-M3-Project
Project for M3 module: Machine Learning for Computer Vision
alex21th/pandas-plots
Notebook on data exploration with Python using pandas and matplotlib. Analyzing temporal data about customer purchases and analytics. 📊
alex21th/reinforcement-learning
Notebooks and project deliverables of the laboratory tasks carried out in the Reinforcement Learning subject of the Bachelor Degree in Data Science and Engineering. 🤖
alex21th/alex21th
alex21th/assembly-line
Solving a cars assembly line NP problem by implementing three algorithmic approaches: an exhaustive search, a greedy algorithm and a metaheuristic. 🚗
alex21th/financial-deeplearning
Study on the application of the LSTM state-of-art language modeling deep learning architecture to the analysis of Bitcoin financial time series. 💰
alex21th/flight-interruption
Predictive analysis using big data technologies such as PySpark: if an unscheduled maintenance flight event is to happen sometime in the next 7 days. ✈️
alex21th/pyramid-kernel
Study of the Spatial Pyramid kernel function for Support Vector Machines (SVMs) and implementation of its statistical learning paradigm for image recognition. 🧱
alex21th/bank-telemarketing
Enfocament basat en Machine Learning per predir l'èxit (o fracàs) de venta de dipòsits bancaris a través de trucades de telemàrqueting. 🏦
alex21th/dashbuyer-app
Front-End of a more in-depth project on CRM matching and customer segmentation, made with the Shiny package from R. 🛍
alex21th/gender-gap
Data visualization to interactive explore whether there is a gender gap in some indicators between different countries, using a declarative Python viz library such as Altair. 🌎
alex21th/information-retrieval
Codes and reports of the laboratory tasks carried out in the Information Retrieval and Analysis subject of the Bachelor Degree in Data Science and Engineering. 🧪
alex21th/language-processing
Notebooks and project deliverables of the tasks carried out in the Spoken and Written Language Processing subject of the Bachelor Degree in Data Science and Engineering. 👅
alex21th/MCV-M3-Machine-Learning-for-Computer-Vision
Image classifier using both classic computer vision techniques (Bag of Visual Words classifier using SVM) and deep learning techniques (MLPs, InceptionV3 and our own CNN, TinyNet).
alex21th/MCV-M3-Project-2021
alex21th/mcv-m6-2022-team3
alex21th/MCV_2022_M5_Project
alex21th/moogle-crawler
El projecte µoogle es basa en un sistema per analitzar pàgines web i respondre consultes dels usuaris, informant de quines pàgines contenen totes les paraules de la cerca. 🕷
alex21th/numpy-exercises
alex21th/pattern-recognition
First approach of a pattern recognition task (recognising 0-to-9 digits images) with a Single Layer Neural Network (SLNN). 🧠
alex21th/polynomial-class
La classe Polinomis emmagatzema un polinomi de grau n amb coeficients reals i proporciona algunes operacions útils sobre ell. ➗
alex21th/ridge-regression
Implementation and solving in Python of the constrained ridge or Tikhonov-regularized regression model, which solves a constrained optimization problem. 📐
alex21th/spelling_bee
Inspired by the NYT spelling bee game
alex21th/vesper-tech-debt
Data processing, Model creation and App deployment of Vesper Commit Severity Predictor. Trained with data from the Technical Debt Dataset.