Sergio Rodríguez Vidal's repositories
Mamba-Biometric-EKG-Analysis-Technology-MambaBEAT
In the realm of EKG/ECG analysis, deep learning models have made significant strides. However, the pursuit of efficiency and accuracy persists. The proposed Mamba Biometric EKG Analysis Technology (MambaBEAT) project aims to utilize the Mamba model, a promising sequence modeling architecture, to further advance EKG analysis.
Modular_Arithmetic_Python
A library for number theory and modular arithmetic algorithms in Python e.g. Pollard Rho, Miller–Rabin primality test, Cipolla, etc.
TRABAJO-1-ESTADISTICA-DESCRIPTIVA
El objetivo principal del trabajo es aportar información relevante sobre el comportamiento de la demanda y su relación con el resto de variables suministradas. Es un trabajo de estadística descriptiva, no utilices técnicas de inferencia estadística en el mismo. Hay libertad en la organización de los apartados del trabajo, pero se tienen que tratar al menos los siguientes aspectos: · Analizar la evolución temporal de las variables demanda y temperatura · Distribución de la demanda y las temperaturas según los meses · Distribución de la demanda según los días de la semana y los festivos · Relación de la demanda con la temperatura Preguntas concretas a las que dar respuesta · ¿Hay datos anómalos en las series de demanda y temperatura? ¿Y ausentes? · Durante el confinamiento de 2020 debido a la pandemia por COVID-19 ¿la demanda cambió? ¿Se han recuperado ya los niveles de demanda de 2019? · ¿Tiene impacto en la demanda el conocido como efecto “puente”? · ¿En qué días de la semana la demanda es mayor? · La demanda en festivos, ¿a qué día de la semana se parece más? · ¿Dónde influye más la temperatura en la demanda, en invierno o en verano? · ¿Qué influye más en la demanda, la TMIN o la TMAX?
Basketball-API-Stats
This python project extracts data from https://api.sportsdata.io and creates a report with the data of a specific basketball team. In this report, it can also be found a forecast of their next match (either they win, tie or lose).
Movie_Recommender
This program recommends you a movie for any genre, scraping data from IMDb. This project is done for educational purposes.
SeroviICAI
My profile README.md
Blockchain_Python
Blockchain peer-to-peer app with mutual exclusion and threads
Create_pdf_report
This tutorial shows how to easily obtain data from an API endpoint, and create a nice report in pdf with its data.
Cryptography_Chat
This is an encrypted local messaging app. The objective behing this project was implementing RSA in Python.
Dungeons_and_Dragons_Game
The objective of this project is to create a videogame, inspired in Dungeons and Dragons board games, implementing basic AI (logical and probabilistic agents) and algorithms (world generation)
Godelicious_Report
This is a web report about a fake supermarket chain made with Dash and Plotly (Python) and some CSS.
GPS_Madrid_Python
This project includes a graph object created from scratch in Python and a GPS application from Madrid using Shortest Path Algorithms
Lorenz_Attractor_Matlab
Visual representation of lorenz attarctor in Matlab (Latex)
Pizza_Analytics
The objective of this mini project is to predict how many ingredients and of what kind would be needed in the near future.
Pizza_Analytics_Harder
The objective of this mini project is to predict how many ingredients and of what kind would be needed in the near future, whilst having to work with some super disorganized .csv files.
Self_Driving_Reflex_Agent
This project consists on a self driving car, which avoids crashing against traffic. It is a reflex agent (with some limitations).
Vacuum_Reflex_Agent
Known example of reflex agent implemented in Python in the most theory accurate way
Comprehensive_Optimization_of_Operations_in_the_Wood_Industry
Welcome to this notebook! The primary objective here is to explore and solve a series of linear optimization problems specifically tailored to the Wood and Furniture Industry.
Gradient-Descent-and-SVM-tutorial
In this tutorial (in Spanish) we will explore many concepts and topics related to Support Vector Machines and Gradient Descent. In addition, I included some implementations from scratch of a SVM classifier and a SGD regressor in Python.
User-Database
This repository contains a project that utilizes Amazon Reviews datasets for visualization, analysis, and storage.