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AutoFolio

swMATH ID: 38660
Software Authors: Lindauer, M., Hoos, H., Hutter, F., Schaub, T.
Description: AutoFolio is an algorithm selection tool, i.e., selecting a well-performing algorithm for a given instance [Rice 1976]. In contrast to other algorithm selection tools, users of AutoFolio are bothered with the decision which algorithm selection approach to use and how to set its hyper-parameters. AutoFolio uses one of the state-of-the-art algorithm configuration tools, namely SMAC [Hutter et al LION’16] to automatically determine a well-performing algorithm selection approach and its hyper-parameters for a given algorithm selection data. Therefore, AutoFolio has a robust performance across different algorithm selection tasks.
Homepage: https://www.ijcai.org/proceedings/2017/0715.pdf
Source Code:  https://github.com/mlindauer/AutoFolio
Related Software: SATzilla; SMAC; Auto-WEKA; irace; auto-sklearn; ASlib; claspfolio 2; AClib; Paramils; SUNNY; aspeed; llama; Spearmint; OpenML; Proteus; WEKA; MiniZinc; OpenTuner; Spybug; MiniSat
Cited in: 7 Publications

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