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auto-sklearn

swMATH ID: 33039
Software Authors: Feurer, Matthias; Klein, Aaron; Eggensperger, Katharina; Springenberg, Jost; Blum, Manuel; Hutter, Frank
Description: Auto-sklearn provides out-of-the-box supervised machine learning. Built around the scikit-learn machine learning library, auto-sklearn automatically searches for the right learning algorithm for a new machine learning dataset and optimizes its hyperparameters. Thus, it frees the machine learning practitioner from these tedious tasks and allows her to focus on the real problem.
Homepage: https://automl.github.io/auto-sklearn/master/
Related Software: Auto-WEKA; SMAC; Scikit; Spearmint; Python; TPOT; Hyperopt; OpenML; UCI-ml; SATzilla; Paramils; WEKA; GitHub; claspfolio 2; irace; Hyperband; AlexNet; ImageNet; CIFAR; AutoKeras
Cited in: 25 Publications
all top 5

Cited by 77 Authors

5 Hoos, Holger H.
4 Hutter, Frank
4 Lindauer, Marius
3 Leyton-Brown, Kevin
2 Hullermeier, Eyke
2 Kotthoff, Lars
2 van Rijn, Jan N.
2 Vanschoren, Joaquin
1 Alcobaça, Edesio
1 Andonie, Răzvan
1 Ansótegui, Carlos
1 Antonio, Candelieri
1 Bakirov, Rashid
1 Balint, Adrian
1 Baratchi, Mitra
1 Barreto, Cephas A. S.
1 Bayless, Sam
1 Bemporad, Alberto
1 Bischl, Bernd
1 Brazdil, Pavel B.
1 Brooks, Philip
1 De Loera, Jesús A.
1 de Sá, Alex G. C.
1 DeSalvo, Giulia
1 Eggensperger, Katharina
1 Fay, Damien
1 Feitosa-Neto, Antonino
1 Feurer, Matthias
1 Fréchette, Alexandre
1 Freitas, Alex Alves
1 Gabrys, Bogdan
1 Garcia, Luís P. F.
1 Gijsbers, Pieter
1 Giraud-Carrier, Christophe
1 Haddock, Jamie
1 Huang, Teng
1 Huber, Marco F.
1 Jamieson, Kevin
1 Kadra, Arlind
1 Kerschke, Pascal
1 Lavrač, Nada
1 Li, Lisha
1 Lodi, Andrea
1 Ludermir, Teresa Bernarda
1 Ma, Anna
1 Malitsky, Yuri
1 Mallik, Neeratyoy
1 Martinc, Matej
1 Melnikov, Vitalik
1 Mohr, Felix
1 Needell, Deanna
1 Ochoa, Gabriela
1 Oliva, Jefferson T.
1 Ottervanger, Gilles
1 Pappa, Gisele l.
1 Pimenta, Cristiano G.
1 Pollak, Senja
1 Pon, Josep
1 Ponce de Leon Ferreira de Carvalho, André Carlos
1 Raghunathan, Arvind U.
1 Ravi, Sahithya
1 Rivolli, Adriano
1 Rostamizadeh, Afshin
1 Schilling, Nicolas
1 Schmidt-Thieme, Lars
1 Sellmann, Meinolf
1 Siqueira, Felipe
1 Škrlj, Blaž
1 Talwalkar, Ameet
1 Tierney, Kevin
1 van Engelen, Jesper E.
1 Wever, Marcel
1 Wistuba, Martin
1 Xavier Junior, João C.
1 Yang, Zebin
1 Zhang, Aijun
1 Zöller, Marc-André

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