Pinned Repositories
Clustering-TikTok-Songs
The dataset provides a list of songs with loads of attributes, in this analisys we try to see the existent clusters.
Arduino-Processing-Serial-and-Wifi-comunication-mechanical-system-control
The current project named as Final Degree Project (TFG), follows the development and implementation of a mechanical control system based on multiple sensors and a given password, using wireless and wire connection.
CodeAdventCalendar2023
Advent of Code is an Advent calendar of small programming puzzles for a variety of skill sets and skill levels that can be solved in any programming language you like. I've chosen Python.
Machine-Learning-Algorithms-for-Predicting-Diagnosis-and-Dysplasia-Status
Scientific paper that studies the impact of different machine learning algorithms for the prediction of diagnosis and dysplasia Status
Regression-analysis-Car-price
In this collab notebook we analyze the influence of different factors in a big dataset of cars to try and predict the price of the cars based on their different attribues.
3D-Particles-Collision-Simulator
In this project we use two different kinds of approaches to store the objects of the simultation; Using an array of structures and using a structure of arrays. Besides the execution is done in both sequentially and in paralel.
ADALINE
This project consist in the creation of an adaline, which is the most basic neuronal network. There is a dataset with a desired output, and we need to be able to predict an aproximation of those values, training the model and then testing it.
Arduino-Processing-Car-Lights-Control
In this project I control an arduino Board with serial comunication through an user interface created on Processing. The project is thought to be able to swtich between manual and automatic modes
Chrome-Dinosaur-Bot-App
This fun program uses an interface created with tkinter to control an automatic bot that plays the famous Dinosaur T-Rex Game from Chrome.
Classification-of-Dementia-patients
En este dataset se pretende conseguir mediante la aplicaciones de difeferentes modelos una clasificación de pacientes con o sin demencía. Con el fin de saber si se puede predecir en base a sus atributos si un paciente puede tener o no demencía.
BrunoSantome's Repositories
BrunoSantome/tkWidgets
Set of personalized useful tkinter widgets
BrunoSantome/ttkNotebookPlus
Improved version of the ttk Notebook object. The ttk Notebook widget organizes mltiple windows, showing one at a time. Each window is linked to a tab, allowing users to switch between them
BrunoSantome/Tic-Tac-Toe-Game
This very fun small project implements the famous tic tac toe game in python. In this version the game is played throught the console. It could be fun to implement an A.i. to play in solo mode, maybe another day :)
BrunoSantome/CodeAdventCalendar2023
Advent of Code is an Advent calendar of small programming puzzles for a variety of skill sets and skill levels that can be solved in any programming language you like. I've chosen Python.
BrunoSantome/Chrome-Dinosaur-Bot-App
This fun program uses an interface created with tkinter to control an automatic bot that plays the famous Dinosaur T-Rex Game from Chrome.
BrunoSantome/Tkinter_Projects_Learning
BrunoSantome/Motor-de-recuperacion-web
The retrieval engine is able to index and retrieve Web documents from a given collection. Given a set of natural language queries, the system outputs an ordered list of relevant documents from among those previously indexed, as well as their similarity to the query.
BrunoSantome/handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
BrunoSantome/Temporal-Series-North-Pole-Sea-ice
In this analisys we apply temporal series to try and predict the behaviour of the ice in the next years
BrunoSantome/WebAPP-Microservices-SpringBoot-Thymeleaf
This is a more complicated extended version of the JEE webApp. The different contents of the app is located in diferent Microservices. If one crashes it doesn't affect the others.
BrunoSantome/IoT-Hotel-Kilombo
The hotel kilombo is a project where we can control several rooms of a hotel through a website that uses the MQTT protocol to comunicate. The project is constructed with dockers, uses the mariaDB database to store all the information and also implements a raspberry to simultate the behaviour of each room.
BrunoSantome/Machine-Learning-Algorithms-for-Predicting-Diagnosis-and-Dysplasia-Status
Scientific paper that studies the impact of different machine learning algorithms for the prediction of diagnosis and dysplasia Status
BrunoSantome/Titanic-Passenger-Survival-Prediction
In this project developed in Java we use decision trees to predict the survival value of each passenger of their respective class. There is a dataset to train the model and another to test it. This project is focused on the use of maps to store the information
BrunoSantome/3D-Particles-Collision-Simulator
In this project we use two different kinds of approaches to store the objects of the simultation; Using an array of structures and using a structure of arrays. Besides the execution is done in both sequentially and in paralel.
BrunoSantome/WebAPP-Travel-the-world
BrunoSantome/CSP--python--problem-solving
The resolution of a fully automated constraint Satisfaction problem in python.
BrunoSantome/Arduino-Processing-Serial-and-Wifi-comunication-mechanical-system-control
The current project named as Final Degree Project (TFG), follows the development and implementation of a mechanical control system based on multiple sensors and a given password, using wireless and wire connection.
BrunoSantome/Arduino-Processing-Car-Lights-Control
In this project I control an arduino Board with serial comunication through an user interface created on Processing. The project is thought to be able to swtich between manual and automatic modes
BrunoSantome/Classification-of-Dementia-patients
En este dataset se pretende conseguir mediante la aplicaciones de difeferentes modelos una clasificación de pacientes con o sin demencía. Con el fin de saber si se puede predecir en base a sus atributos si un paciente puede tener o no demencía.
BrunoSantome/Clustering-TikTok-Songs
The dataset provides a list of songs with loads of attributes, in this analisys we try to see the existent clusters.
BrunoSantome/Regression-analysis-Car-price
In this collab notebook we analyze the influence of different factors in a big dataset of cars to try and predict the price of the cars based on their different attribues.
BrunoSantome/WebAPP-JEE-ticketSell
In this version of the project, I create a web aplicatión using pure JEE. The project includes both admin and user management of the virtual shop
BrunoSantome/DataBase-Agreggation-Model-MongoDB
In this project we create with a python script the insertion of several datasets following an aggregation model of a database fulfilling certain conditions.
BrunoSantome/MLP
In this project we implement a multilayer percepton. Again, given a dataset, we try several posibilities of parameters and models to archive the best output prediction
BrunoSantome/ADALINE
This project consist in the creation of an adaline, which is the most basic neuronal network. There is a dataset with a desired output, and we need to be able to predict an aproximation of those values, training the model and then testing it.