2 code implementations • 8 Dec 2020 • Jacob Montiel, Max Halford, Saulo Martiello Mastelini, Geoffrey Bolmier, Raphael Sourty, Robin Vaysse, Adil Zouitine, Heitor Murilo Gomes, Jesse Read, Talel Abdessalem, Albert Bifet
It is the result from the merger of the two most popular packages for stream learning in Python: Creme and scikit-multiflow.
1 code implementation • 15 May 2020 • Jacob Montiel, Rory Mitchell, Eibe Frank, Bernhard Pfahringer, Talel Abdessalem, Albert Bifet
The proposed method creates new members of the ensemble from mini-batches of data as new data becomes available.
1 code implementation • 12 Jul 2018 • Jacob Montiel, Jesse Read, Albert Bifet, Talel Abdessalem
Scikit-multiflow is a multi-output/multi-label and stream data mining framework for the Python programming language.
no code implementations • 31 Mar 2016 • Atef Shaar, Talel Abdessalem, Olivier Segard
The experiments show that our approach outperforms the existing approaches, especially in the case of high noise data environment.