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Auto-sklearn
URI:
https://gptkb.org/entity/Auto-sklearn
GPTKB entity
Statements (26)
Predicate
Object
gptkbp:instanceOf
automated machine learning library
gptkbp:basedOn
gptkb:scikit-learn
gptkbp:citation
Feurer, M., Klein, A., Eggensperger, K., Springenberg, J. T., Blum, M., & Hutter, F. (2015). Efficient and Robust Automated Machine Learning. In Advances in Neural Information Processing Systems (pp. 2962–2970).
gptkbp:developedBy
gptkb:Eggensperger_Katharina
gptkb:Falkner_Stefan
gptkb:Feurer_Matthias
gptkb:Hutter_Frank
gptkb:Klein_Aaron
gptkb:Springenberg_Jost_Tobias
gptkbp:documentation
https://automl.github.io/auto-sklearn/master/
gptkbp:firstReleased
2015
https://www.w3.org/2000/01/rdf-schema#label
Auto-sklearn
gptkbp:latestReleaseVersion
2023-10-10
0.15.0
gptkbp:license
gptkb:BSD_3-Clause
gptkbp:memiliki_tugas
gptkb:dictionary
regression
gptkbp:platform
cross-platform
gptkbp:repository
https://github.com/automl/auto-sklearn
gptkbp:supportsAlgorithm
Bayesian optimization
ensemble learning
meta-learning
gptkbp:writtenBy
gptkb:Python
gptkbp:bfsParent
gptkb:AutoML
gptkb:Automated_Machine_Learning
gptkbp:bfsLayer
6