Isabel Beneyto
castroisabel
Data Scientist at Nubank
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Analysis of the GitHub's social network and construction of a graph neural network (GNN) model for the node classification task.
Two different solutions for the assignment problem using the GLPK solver and the greedy algorithm.
Solving the influence maximization problem with independent cascade diffusion model.
AWS Machine Learning Engineer Nanodegree
Survival Analysis studies with python
Repositories
17Solving the influence maximization problem with independent cascade diffusion model.
Analysis of the GitHub's social network and construction of a graph neural network (GNN) model for the node classification task.
No description provided.
Survival Analysis studies with python
A generalized version of the Kaplan-Meier estimator called the similarity-based Kaplan-Meier. This repository implements an approach that integrates a similarity measure into the traditional Kaplan-Meier formula, enabling weighted covariate assignment for enhanced survival analysis.
No description provided.
AWS Machine Learning Engineer Nanodegree
Two different solutions for the assignment problem using the GLPK solver and the greedy algorithm.
Exercícios resolvidos do livro de Análise de Sobrevivência Aplicada de Enrico Antônio Colosimo e Suely Ruiz Giolo.
Projeto de fim de curso sobre detecção de fraude em transações bancárias com cartão de crédito.
NLP studies conducted on a turbulent saturday.
Molecular dynamics program developed for my undergraduate thesis.
Exercícios do curso de machine learning realizado gratuitamente pela plataforma Dell Lead.
Capacitated clustering problem (CCP) solved using Gurobi and heuristic optimization like LP-and-fix and size reduction.
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.
Sweep algorithm (developed by Gillett and Miller) for the capacitated vehicle routing problem.
Gaussian and Binomial distribution codes.