smastelini
Hi, I research online machine learning, and I'm also one of the maintainers of River. My main focus are regression, decision trees, and nearest neighbor search!
PhD in Machine LearningBrazil
Pinned Repositories
awesome-online-machine-learning
:bookmark_tabs: Online machine learning resources
river
🌊 Online machine learning in Python
6BSGI_John_Deere_ESALQ
Repositório com os códigos e dados utilizados para o desafio da John Deere/ESALQ no 6º Workshop de Soluções Matemáticas para Problemas Industriais - CeMEAI - USP
eng-soft-ml-uel
Material das Aulas de Data Science aplicada a Engenharia de Software
itree
lsh-knn
mtr-toolkit
online_learning_intro
Introdução a Online Learning - Plantão extra oferecido à turma de 2021 do MBA em Ciência de Dados do ICMC - USP
scikit-multiflow
A multi-output/multi-label and stream data framework. Inspired by MOA and MEKA, following scikit-learn's philosophy.
smastelini.github.io
My personal website
smastelini's Repositories
smastelini/mtr-toolkit
smastelini/smastelini.github.io
My personal website
smastelini/lsh-knn
smastelini/6BSGI_John_Deere_ESALQ
Repositório com os códigos e dados utilizados para o desafio da John Deere/ESALQ no 6º Workshop de Soluções Matemáticas para Problemas Industriais - CeMEAI - USP
smastelini/eng-soft-ml-uel
Material das Aulas de Data Science aplicada a Engenharia de Software
smastelini/itree
smastelini/online_learning_intro
Introdução a Online Learning - Plantão extra oferecido à turma de 2021 do MBA em Ciência de Dados do ICMC - USP
smastelini/scikit-multiflow
A multi-output/multi-label and stream data framework. Inspired by MOA and MEKA, following scikit-learn's philosophy.
smastelini/smastelini
smastelini/streaming_gradient_trees
Streaming Gradient Trees (SGT) to appear at river
smastelini/adwin
Candidate ADWIN implementation in pure Python
smastelini/ai-search-toy-examples
smastelini/awesome-online-machine-learning
:bookmark_tabs: Online machine learning resources
smastelini/BDICMC2019
Link para acesso das práticas: https://drive.google.com/open?id=1hVQWfI5stwAAajslaTRXgdpGnyiSvPsY
smastelini/icdm2021_multiway_splits
Scripts for reproducing the experiments of our paper at the IncrLearn workshop @ ICDM 2021
smastelini/msts_river
🌊 Online machine learning in Python
smastelini/pymfe
Python Meta-Feature Extractor package.
smastelini/river-extra
Extra functionalities for river
smastelini/river-torch
smastelini/taxi-demo-rp-mz-rv-rd-st
🚕 Self-contained demo using Redpanda, Materialize, River, Redis, and Streamlit to predict taxi trip durations
smastelini/temporal_text_travels
smastelini/tnnls_oxt_results