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Sspt #13

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Sspt #13

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BrunoMVeloso
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Hi Saulo

I added some extra code:
Grid Search
Random Search
MESSPT - Evolutionary Hyperparameter optimization
Moya, A. R., Veloso, B., Gama, J., & Ventura, S. (2023). Improving hyper-parameter self-tuning for data streams by adapting an evolutionary approach. Data Mining and Knowledge Discovery, 1-27.

Saulo Martiello Mastelini and others added 27 commits December 22, 2022 09:36
testing
Added:
Grid search
Random search - option Latin Hypercube sample
Hyper Band
Functional Anova

I need to refactor and optimize more code
fix bugs
clean code
# Conflicts:
#	river_extra/model_selection/sspt.py
fix bugs
clean code
fix bugs
clean code
fix bugs
clean code
fix bugs
clean code
clean code
Added Grid Search
Added Random Search
Added MESSPT - Moya, A. R., Veloso, B., Gama, J., & Ventura, S. (2023). Improving hyper-parameter self-tuning for data streams by adapting an evolutionary approach. Data Mining and Knowledge Discovery, 1-27.
@smastelini
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Hi @BrunoMVeloso! Thanks for the additions. I did not check all the code, but I noticed there are some scripts unrelated to SSPT. Can you address that before we proceed with the review? I also noticed some prints left in the code; they should be also removed.

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3 participants