Livro em pdf:
Bayesian statistics for social scientists
http://personal.lse.ac.uk/MORTONA/BayesianStatistics.pdf
Bayesian statistics for social scientists
http://personal.lse.ac.uk/MORTONA/BayesianStatistics.pdf
Tutorial de Python: https://physics.nyu.edu/pine/pymanual/html/chap1/chap1_intro.html
Probabilidade e Estatística para Engenharias utilizando o R (RStudio)
https://www.inf.ufsc.br/~andre.zibetti/probabilidade/index.html
https://www.inf.ufsc.br/~andre.zibetti/probabilidade/index.html
Dados desbalanceados: https://sci2s.ugr.es/keel/imbalanced.php
sci2s.ugr.es
KEEL: Software tool. Evolutionary algorithms for Data Mining
KEEL contains classical knowledge extraction algorithms, preprocessing techniques, Computational Intelligence based learning algorithms, evolutionary rule learning algorithms, genetic fuzzy systems, evolutionary neural networks, etc.
Pacote para tratar dados desbalanceados:
https://github.com/scikit-learn-contrib/imbalanced-learn
https://github.com/scikit-learn-contrib/imbalanced-learn
GitHub
GitHub - scikit-learn-contrib/imbalanced-learn: A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning - scikit-learn-contrib/imbalanced-learn
Biblioteca para dados desbalanceados:
https://imbalanced-learn.org/stable/
https://imbalanced-learn.org/stable/
Causal Machine Learning: A Survey and Open Problems
https://arxiv.org/abs/2206.15475
https://arxiv.org/abs/2206.15475
Livro em pdf: Inferência causal em epidemiologia
https://books.scielo.org/id/p2qh6/pdf/luiz-9788575412688.pdf
https://books.scielo.org/id/p2qh6/pdf/luiz-9788575412688.pdf
918-Article Text-915-1-10-20080129.pdf
267.9 KB
Bayesian Networks without Tears
Curso de aprendizado de máquina na Universidade de Cornell: https://www.youtube.com/playlist?list=PL2UML_KCiC0UlY7iCQDSiGDMovaupqc83
Livro online:
Introdução à acessibilidade urbana
um guia prático em R
https://ipeagit.github.io/intro_access_book/
Introdução à acessibilidade urbana
um guia prático em R
https://ipeagit.github.io/intro_access_book/
Introduction to urban accessibility
a practical guide with R
Artigo: Theoretical Foundations of t-SNE for Visualizing High-Dimensional Clustered Data
https://arxiv.org/abs/2105.07536
https://arxiv.org/abs/2105.07536
Livro gratuito sobre visão computacional:
Computer Vision: Algorithms and Applications, 2nd ed.
https://szeliski.org/Book/
Computer Vision: Algorithms and Applications, 2nd ed.
https://szeliski.org/Book/