Guilherme Duarte Marmerola's repositories
interactive-intro-rl
Big Data's open seminars: An Interactive Introduction to Reinforcement Learning
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
random-stuff
Random stuff I've been working on
advanced-bandit-problems
More about the exploration-exploitation tradeoff with harder bandits
big-data-ml-training
Code for "Training models when data doesn't fit in memory" post
r-tesouro-direto
Projeções de Investimentos no Tesouro Direto com R
forest-embeddings
Trying out forest-based data representations
bayes-nets
My explorations regarding bayesian networks and structural causal models
dog-breeds-app
Simple app that predicts a dog's breed by searching the Stanford Dogs Dataset for similar dogs
treatment-effects
Code for treatment effect estimation
discovering_breed_with_ml
Code for Article "Solving the mystery of my dog's breed with ML"
santander-satisfaction
Solução para o desafio "Santander Customer Satisfaction" no Kaggle
titanic-ml
Solução para o desafio "Titanic: Machine Learning from Disaster" no Kaggle
unicamp-salarios
Análise da remuneração dos funcionários da Unicamp (junho/2015)
xgboost-survival-embeddings
Improving XGBoost survival analysis with embeddings and debiased estimators
gdmarmerola.github.io
My webpage drawing inspiration from the Sleek theme: https://github.com/janczizikow/sleek
tsne-optim
Configuração automática do t-SNE (Projeto de conclusão de curso Unicamp 2017)
whats-cooking
Solução para o desafio "What's cooking?" no Kaggle