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Name: Guilherme Duarte Marmerola

Type: User

Company: Loft

Location: São Paulo, Brazil

Blog: https://gdmarmerola.github.io/

Guilherme Duarte Marmerola's Projects

advanced-bandit-problems

More about the exploration-exploitation tradeoff with harder bandits

bayes-nets

My explorations regarding bayesian networks and structural causal models

big-data-ml-training

Code for "Training models when data doesn't fit in memory" post

cfml_tools

My collection of causal inference algorithms built on top of accessible, simple, out-of-the-box ML methods, aimed at being explainable and useful in the business context

discovering_breed_with_ml

Code for Article "Solving the mystery of my dog's breed with ML"

dog-breeds-app

Simple app that predicts a dog's breed by searching the Stanford Dogs Dataset for similar dogs

forest-embeddings

Trying out forest-based data representations

gdmarmerola.github.io

My webpage drawing inspiration from the Sleek theme: https://github.com/janczizikow/sleek

interactive-intro-rl

Big Data's open seminars: An Interactive Introduction to Reinforcement Learning

r-tesouro-direto

Projeções de Investimentos no Tesouro Direto com R

random-stuff

Random stuff I've been working on

santander-satisfaction

Solução para o desafio "Santander Customer Satisfaction" no Kaggle

titanic-ml

Solução para o desafio "Titanic: Machine Learning from Disaster" no Kaggle

treatment-effects

Code for treatment effect estimation

tsne-optim

Configuração automática do t-SNE (Projeto de conclusão de curso Unicamp 2017)

unicamp-salarios

Análise da remuneração dos funcionários da Unicamp (junho/2015)

whats-cooking

Solução para o desafio "What's cooking?" no Kaggle

xgboost-survival-embeddings

Improving XGBoost survival analysis with embeddings and debiased estimators

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