Isabel Castro's repositories
assignment-problem
Two different solutions for the assignment problem using the GLPK solver and the greedy algorithm.
github-social-network-analysis
Analysis of the GitHub's social network and construction of a graph neural network (GNN) model for the node classification task.
analise-de-sobrevivencia-aplicada
Exercícios resolvidos do livro de Análise de Sobrevivência Aplicada de Enrico Antônio Colosimo e Suely Ruiz Giolo.
capacitated-clustering
Capacitated clustering problem (CCP) solved using Gurobi and heuristic optimization like LP-and-fix and size reduction.
capacitated-vehicle-routing
Sweep algorithm (developed by Gillett and Miller) for the capacitated vehicle routing problem.
curso-machine-learning
Exercícios do curso de machine learning realizado gratuitamente pela plataforma Dell Lead.
desenvolve-devops-2024
Repositório dedicado aos projetos desenvolvidos na trilha de DevOps do programa de formação Desenvolve 2024.
distributions
Gaussian and Binomial distribution codes.
influence-maximization-problem
Solving the influence maximization problem with independent cascade diffusion model.
MLE-udacity
AWS Machine Learning Engineer Nanodegree
molecular-dynamics
Molecular dynamics program developed for my undergraduate thesis.
NLP-studies
NLP studies conducted on a turbulent saturday.
projeto-tera
Projeto de fim de curso sobre detecção de fraude em transações bancárias com cartão de crédito.
survival-analysis
Survival Analysis studies with python
travelling-salesman
Solving the traveling salesman problem using the Gurobi Solver, the farthest insertion algorithm, the nearest neighbor algorithm and, finally, using the 2-opt optimization method.