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/
AutoKeras: An AutoML system based on Keras. It is developed by DATA Lab at Texas A&M University. The goal of AutoKeras is to make machine learning accessible to everyone.
https://autokeras.com/
https://autokeras.com/
Livro gratuito para o Kindle: https://www.amazon.in/Python-Data-Analysis-Comprehensive-Analytics-ebook/dp/B08KF5LXFD
Amazon
Python Data Analysis: Comprehensive Guide to Data Science, Analytics and Metrics with Python (Data Science and Analysis Book 1)
Python Data Analysis: Comprehensive Guide to Data Science, Analytics and Metrics with Python (Data Science and Analysis Book 1) eBook : Campbell, Alex : Amazon.in: Books
Semana que vem vou ministrar um colóquio que será transmitido online. Quem tiver interesse:
https://www.youtube.com/c/IFSCUSP1/streams
https://www.youtube.com/c/IFSCUSP1/streams
Curso online na University of Stanford (gratuito):
https://online.stanford.edu/courses/soe-ycs0007-mining-massive-data-sets
https://online.stanford.edu/courses/soe-ycs0007-mining-massive-data-sets
Stanford Online
Mining Massive Data Sets | Stanford Online
This courses introduces modern distributed file systems and MapReduce, including what distinguishes good MapReduce algorithms from good algorithms in general.