Alice  Villar (alicevillar)

alicevillar

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Company:University of Essex, UK

Twitter:@alice_alsv

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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%

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online-store-design_and_implementation

This software system project contains the architecture (class diagram & activity diagram) and implementation in Python.

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student_admission_prediction

Predicting students admission with Logistic Regression, Decision Tree, SVM (SVC) and Random Forest

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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.

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sfa_api

SFA-API is the prototype of an API with two different architectures (monolothic architecture and a microservice architecture).

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SLNA_PD-Cancer

Official repository for the paper: "The relationship between periodontal disease and cancer: Insights from a Systematic Literature Network Analysis"

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tic-tac-toe-game

TicTacToe game implementation in Python

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towers_of_hanoi

One of the classic programming problems that is often solved by recursion is the towers of Hanoi problem.

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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.

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space-invaders

Space Adventure is a game based on space invaders and created with Pygame.

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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.

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binary-tree-data-structure

Binary Tree in Python

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loan-eligibility-prediction

Loan eligibility prediction using Decision Tree, SVM and Logistic Regression

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regex

Regex challenge - UK postcode

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restful_api_exercise

This is an exercise to create a RESTful API to create and delete user records.

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salary_prediction

This Simple Linear Regression is a fictional case study based on a Kaggle dataset

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searching_algorithms

Linear Search and Binary Search explained

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semp-pylint

Codio Pylint exercises

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semp_pytest

Pytest codio exercise

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SLNA_PD-AD

Official repository for the paper: "Periodontal Disease and Alzheimer's: Insights from a Systematic Literature Network Analysis"

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stock_market_prediction_lstm

Deep Learning model with LSTM to predict the future behavior of Petrobras stock prices

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supermarket-lite-implementation

Personal project with a small structure to study OOP in Python and SQL.

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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.

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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

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