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