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GSSL_label_noise

Repository of Analysis of Label Noise in Graph-Based Semi-Supervised Learning.

Due to this project having many dependencies, this repo is in the process of being SUPERSEDED by https://github.com/brunoklaus/tf-labelprop-BR , where we'll offer a Google Colab version that installs all dependencies automatically. This will also allow anyone to run, visualize and extend experiments on the datasets easily.

ACM SAC paper available at: https://dl.acm.org/doi/pdf/10.1145/3341105.3374013

Master thesis available at: https://sucupira.capes.gov.br/sucupira/public/consultas/coleta/trabalhoConclusao/viewTrabalhoConclusao.jsf?popup=true&id_trabalho=9233384 (click on the link next to "Anexo" to open the PDF)

Documentation of every method (work in progress) available at: https://brunoklaus.github.io/GSSL_label_noise/

TODO: Write an overview of the project, going over each module