Hyperopt swMATH ID: 19219 Software Authors: Bergstra, J.S., Bardenet, R., Bengio, Y., Kégl, B. Description: hyperopt: Distributed Asynchronous Hyper-parameter Optimization. Hyperopt is a Python library for serial and parallel optimization over awkward search spaces, which may include real-valued, discrete, and conditional dimensions. Homepage: https://github.com/hyperopt/hyperopt Source Code: https://github.com/hyperopt/hyperopt Related Software: Spearmint; SMAC; Scikit; Auto-WEKA; Adam; Hyperband; TensorFlow; auto-sklearn; EGO; Keras; UCI-ml; CIFAR; BOHB; PyTorch; Python; GitHub; ParEGO; MNIST; L-BFGS; PRMLT Cited in: 60 Documents all top 5 Cited by 191 Authors 3 Hesthaven, Jan S. 2 Conti, Paolo 2 Guo, Mengwu 2 Kafka, Dominic 2 Karniadakis, George Em 2 Manzoni, Andrea 2 Wilke, Daniel Nicolas 1 Aggarwal, Charu C. 1 Aivaliotis, Georgios 1 Amendt, Maurice 1 Ammar, Haitham Bou 1 Andonie, Răzvan 1 Ariafar, Setareh 1 Baldi, Pierre 1 Baratchi, Mitra 1 Bäßler, Dennis 1 Behnke, Sven 1 Benharzallah, Saber 1 Binois, Mickaël 1 Blanchard, Antoine B. 1 Bliek, Laurens 1 Braun, Mikio L. 1 Brooks, Dana H. 1 Cao, Jian 1 Cao, Wenbo 1 Chen, Tianshi 1 Chen, Xiaoli 1 Cho, Kyunghyun 1 Choi, Seungjin 1 Cironis, Lukas 1 Coll-Font, Jaume 1 Corazza, Marco 1 Cowen-Rivers, Alexander I. 1 Cree, Michael J. 1 Cuomo, Salvatore 1 Darcy, Matthieu 1 de Weerdt, Mathijs M. 1 Deisenroth, Marc Peter 1 DeSalvo, Giulia 1 di Tollo, Giacomo 1 Djouani, Karim 1 Du, Xin 1 Duan, Jinqiao 1 Duivesteijn, Wouter 1 Durante, Daniele 1 Dy, Jennifer G. 1 Elsheikh, Ahmed H. 1 Erway, Jennifer B. 1 Fasano, Giovanni 1 Feng, Jean 1 Fraccaroli, Michele 1 Frank, Eibe 1 Gao, Kaifeng 1 Genton, Marc G. 1 Gillen, Daniel L. 1 Giovanis, Dimitrios G. 1 Gouk, Henry 1 Grabocka, Josif 1 Griffin, Joshua D. 1 Griffiths, Ryan-Rhys 1 Grosnit, Antoine 1 Gühring, Gabriele 1 Guo, Liang 1 Habbal, Abderrahmane 1 Hamzi, Boumediene 1 Hertel, Lars 1 Hoos, Holger H. 1 Hornik, Kurt 1 Huber, Marco F. 1 Hullermeier, Eyke 1 Huo, Zenan 1 Jagtap, Ameya D. 1 Jamieson, Kevin 1 Ji, Mingshi 1 Jianye, Hao 1 Jing, Liping 1 Jomaa, Hadi S. 1 Ju, Yue 1 Kahloul, Laid 1 Kiermayer, Mark 1 Kim, Jungtaek 1 Kim, Saehoon 1 Koerich, Alessandro L. 1 Kontolati, Katiana 1 Kortus, Tobias 1 Krueger, Tammo 1 Kumar, K. S. Sesh 1 Lakhmiri, Dounia 1 Lamma, Evelina 1 Lavrač, Nada 1 Le Digabel, Sébastien 1 Li, Lisha 1 Liu, Huafeng 1 Liu, Jianya 1 Liu, Yilang 1 Liu, Zhiyuan 1 Livieri, Giulia 1 Loukrezis, Dimitrios 1 Lu, Ruodan 1 Lyu, Wenlong ...and 91 more Authors all top 5 Cited in 30 Serials 9 Machine Learning 6 Journal of Machine Learning Research (JMLR) 4 Computer Methods in Applied Mechanics and Engineering 4 Journal of Computational Physics 3 The Journal of Artificial Intelligence Research (JAIR) 3 Data Mining and Knowledge Discovery 3 Journal of Computational and Graphical Statistics 2 Information Sciences 2 Journal of Global Optimization 2 Annals of Mathematics and Artificial Intelligence 2 Statistics and Computing 1 Artificial Intelligence 1 Computers and Fluids 1 Automatica 1 Computing 1 Physica D 1 Computational Mechanics 1 Neural Networks 1 European Journal of Applied Mathematics 1 Annals of Operations Research 1 Neural Computation 1 Journal of Nonlinear Science 1 Optimization Methods & Software 1 Scandinavian Actuarial Journal 1 SIAM Journal on Financial Mathematics 1 Science China. Mathematics 1 Computer Science Review 1 Journal of Membrane Computing 1 Electronic Research Archive 1 SN Operations Research Forum all top 5 Cited in 17 Fields 41 Computer science (68-XX) 15 Statistics (62-XX) 12 Operations research, mathematical programming (90-XX) 8 Numerical analysis (65-XX) 4 Partial differential equations (35-XX) 4 Fluid mechanics (76-XX) 3 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 3 Biology and other natural sciences (92-XX) 3 Systems theory; control (93-XX) 2 Calculus of variations and optimal control; optimization (49-XX) 2 Mechanics of deformable solids (74-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Algebraic topology (55-XX) 1 Global analysis, analysis on manifolds (58-XX) 1 Probability theory and stochastic processes (60-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Information and communication theory, circuits (94-XX) Citations by Year