Alice Villar's repositories
python-lab-challenges
Python Challenges with Solutions
titanic-kaggle
Titanic rescue prediction using Decision Tree, SVM, Logistic Regression, Random Forest and KNN. The best accuracy score was from Random Forest: 84.35%
online-store-design_and_implementation
This software system project contains the architecture (class diagram & activity diagram) and implementation in Python.
student_admission_prediction
Predicting students admission with Logistic Regression, Decision Tree, SVM (SVC) and Random Forest
equivalence_testing
This repository contains Pylint exercises from CODIO. It was part of Module 3 (“Secure Software Development”) Unit 5 (Equivalence Testing in Python) of my MSc in Computer Science at the University of Essex, UK.
SLNA_PD-Cancer
Official repository for the paper: "The relationship between periodontal disease and cancer: Insights from a Systematic Literature Network Analysis"
tic-tac-toe-game
TicTacToe game implementation in Python
towers_of_hanoi
One of the classic programming problems that is often solved by recursion is the towers of Hanoi problem.
eportifolio-msc-essex
This ePortfolio was carefully designed to exhibit the result of my MSc studies in Computer Science at the University of Essex, UK.
space-invaders
Space Adventure is a game based on space invaders and created with Pygame.
basic-calculator
This is a personal project containing four versions of a basic calculator. In the fourth version, I used Tkinter to build a GUI.
binary-tree-data-structure
Binary Tree in Python
loan-eligibility-prediction
Loan eligibility prediction using Decision Tree, SVM and Logistic Regression
restful_api_exercise
This is an exercise to create a RESTful API to create and delete user records.
salary_prediction
This Simple Linear Regression is a fictional case study based on a Kaggle dataset
searching_algorithms
Linear Search and Binary Search explained
semp-pylint
Codio Pylint exercises
semp_pytest
Pytest codio exercise
SLNA_PD-AD
Official repository for the paper: "Periodontal Disease and Alzheimer's: Insights from a Systematic Literature Network Analysis"
stock_market_prediction_lstm
Deep Learning model with LSTM to predict the future behavior of Petrobras stock prices
supermarket-lite-implementation
Personal project with a small structure to study OOP in Python and SQL.
testing_with_python
This repository contains testing exercises from CODIO. It was part of Module 3 (“Secure Software Development”) Unit 6 (Using Linters to Support Python Testing) of my MSc in Computer Science at the University of Essex, UK.
TowardsSupplyChain-5.0
Official repository for the paper: "Towards Supply Chain 5.0: redesigning supply chains as resilient, sustainable, and human-centric systems in a post-pandemic world " - SPRINGER NATURE Journal Operations Research Forum