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Scikit

swMATH ID: 8058
Software Authors: Pedregosa, Fabian; Varoquaux, Gaël; Gramfort, Alexandre; Michel, Vincent; Thirion, Bertrand; Grisel, Olivier; Blondel, Mathieu; Prettenhofer, Peter; Weiss, Ron; Dubourg, Vincent; Vanderplas, Jake; Passos, Alexandre; Cournapeau, David; Brucher, Matthieu; Perrot, Matthieu; Duchesnay, Édouard
Description: Scikit-learn: machine learning in python. Scikit-learn is a Python module integrating a wide range of state-of-the-art machine learning algorithms for medium-scale supervised and unsupervised problems. This package focuses on bringing machine learning to non-specialists using a general-purpose high-level language. Emphasis is put on ease of use, performance, documentation, and API consistency. It has minimal dependencies and is distributed under the simplified BSD license, encouraging its use in both academic and commercial settings. Source code, binaries, and documentation can be downloaded from url{http://scikit-learn.sourceforge.net}.
Homepage: http://scikit-learn.org/stable/
Dependencies: Python
Keywords: Python; supervised learning; unsupervised learning; model selection
Related Software: Python; SciPy; NumPy; TensorFlow; UCI-ml; GitHub; PyTorch; Matplotlib; Keras; Adam; R; PRMLT; ImageNet; XGBoost; LIBSVM; pandas; word2vec; MNIST; AlexNet; Cython
Referenced in: 475 Publications
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Referenced by 1,597 Authors

5 Gramfort, Alexandre
4 Ignatyev, Alexey A.
4 Lodi, Andrea
4 Sun, WaiChing
4 Wang, Kun
3 Bischl, Bernd
3 Carlberg, Kevin T.
3 Lang, Michel
3 Lavrač, Nada
3 Lerasle, Matthieu
3 Marques-Silva, João P.
3 Škrlj, Blaž
3 Wozniak, Michal
2 Aggarwal, Charu C.
2 Alaya, Mokhtar Z.
2 Aldroubi, Akram
2 Askari, Armin
2 Barbiero, Pietro
2 Bellet, Aurélien
2 Blondel, Mathieu
2 Cardonha, Carlos H.
2 Carmichael, Iain
2 Casalicchio, Giuseppe
2 Ciré, André Augusto
2 Clémençon, Stéphan
2 Constantine, Paul G.
2 d’Aspremont, Alexandre
2 Doležel, Ivo
2 Doshi-Velez, Finale
2 Elsheikh, Ahmed H.
2 England, Matthew
2 Exl, Lukas
2 Farid, Dewan Md
2 Fischer, Thomas Georg Bert
2 Florescu, Dorian
2 Gaïffas, Stéphane
2 Garcia, Salvador G.
2 Gibou, Frédéric
2 González, Jaime E.
2 Hansen, Lars Kai
2 Heo, Giseon
2 Herrera, Francisco
2 Hess, Kathryn P.
2 Huang, Shan
2 Hullermeier, Eyke
2 Ierapetritou, Marianthi G.
2 Jäger, Georg
2 Kadri, Hachem
2 Karra, Satish
2 Khojandi, Anahita
2 Kotthoff, Lars
2 Koziarski, Michał
2 Krauss, Christopher
2 Larios-Cárdenas, Luis Ángel
2 Lecué, Guillaume
2 Liberti, Leo
2 Ling, Julia
2 Liong, Sze-Teng
2 Liu, Kunhong
2 Lombardi, Damiano
2 Mauser, Norbert Julius
2 Mazumder, Rahul
2 Michel, Vincent
2 Mudunuru, Maruti Kumar
2 Müller, Klaus-Robert
2 Osthus, Dave
2 Pain, Christopher C.
2 Parish, Eric J.
2 Periwal, Vipul
2 Petitjean, François
2 Polajnar, Emil
2 Ramdas, Aaditya K.
2 Read, Jesse
2 Richter, Jakob
2 Rohde, Gustavo K.
2 Rousseau, Louis-Martin
2 Schölkopf, Bernhard
2 Schrefl, Thomas
2 Shatabda, Swakkhar
2 Srinivasan, Gowri
2 Suess, Dieter
2 Tavenard, Romain
2 Thirion, Bertrand
2 Tonda, Alberto
2 Vaiter, Samuel
2 Vandewiele, Gilles
2 Vanschoren, Joaquin
2 Varoquaux, Gaël
2 Webb, Geoffrey I.
2 Zhu, Xingquan
1 Abdessalem, Talel
1 Ablin, Pierre
1 Abrishami, Tara
1 Adilina, Sheikh
1 Aditya, Konduri
1 Agarwal, Deborah
1 Agozzino, Terencio
1 Ah-Pine, Julien
1 Ahmed, Sajid
1 Ahmed, Shabbir
...and 1,497 more Authors
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Referenced in 150 Serials

44 Journal of Machine Learning Research (JMLR)
38 Machine Learning
19 Journal of Computational Physics
18 Computer Methods in Applied Mechanics and Engineering
13 Information Sciences
13 European Journal of Operational Research
12 Data Mining and Knowledge Discovery
9 Computers & Operations Research
9 The Journal of Artificial Intelligence Research (JAIR)
8 Neural Computation
8 INFORMS Journal on Computing
7 Computational & Mathematical Methods in Medicine
6 SIAM Journal on Scientific Computing
5 Mathematical Biosciences
5 Theoretical Computer Science
5 Computational Statistics and Data Analysis
5 Communications in Nonlinear Science and Numerical Simulation
5 Journal of Theoretical Biology
5 SIAM Journal on Mathematics of Data Science
4 Artificial Intelligence
4 Annals of Operations Research
4 Journal of Global Optimization
4 Journal of Computational Neuroscience
4 Computational Geosciences
4 Journal of Statistical Mechanics: Theory and Experiment
3 Computers and Fluids
3 Applied Mathematics and Computation
3 International Journal of Approximate Reasoning
3 Top
3 Advances in Computational Mathematics
3 Journal of High Energy Physics
3 Optimization and Engineering
3 Lobachevskii Journal of Mathematics
3 Advances in Data Analysis and Classification. ADAC
2 Acta Mechanica
2 Computers & Mathematics with Applications
2 Journal of Fluid Mechanics
2 Journal of the Franklin Institute
2 Nuclear Physics. B
2 Chaos, Solitons and Fractals
2 ACM Transactions on Mathematical Software
2 The Annals of Statistics
2 Operations Research
2 Journal of Symbolic Computation
2 Multidimensional Systems and Signal Processing
2 Computational Statistics
2 Communications in Statistics. Simulation and Computation
2 Communications in Statistics. Theory and Methods
2 Pattern Recognition
2 Celestial Mechanics and Dynamical Astronomy
2 Journal of Mathematical Imaging and Vision
2 Complexity
2 Engineering Analysis with Boundary Elements
2 Chaos
2 Mathematical and Computer Modelling of Dynamical Systems
2 International Journal of Applied Mathematics and Computer Science
2 Journal of Cosmology and Astroparticle Physics
2 Computational Management Science
2 European Series in Applied and Industrial Mathematics (ESAIM): Mathematical Modelling and Numerical Analysis
2 Electronic Journal of Statistics
2 Mathematical Geosciences
2 Algorithms
2 Journal of Computational and Graphical Statistics
2 Statistics and Computing
2 Computer Science Review
2 Advances in Data Science and Adaptive Analysis
2 Journal of Applied and Computational Topology
1 Classical and Quantum Gravity
1 Journal of Mathematical Biology
1 Physica A
1 Physics Letters. A
1 Physics Letters. B
1 Physics Reports
1 Journal of Computational and Applied Mathematics
1 Journal of Mathematical Psychology
1 Journal of Multivariate Analysis
1 Opsearch
1 Journal of Classification
1 Probability Theory and Related Fields
1 Statistical Science
1 Information and Computation
1 Journal of Economic Dynamics & Control
1 SIAM Journal on Matrix Analysis and Applications
1 Journal of Scientific Computing
1 Neural Networks
1 AI Communications
1 Computational Mathematics and Modeling
1 Numerical Algorithms
1 Computational Mathematics and Mathematical Physics
1 Applied Mathematical Modelling
1 Mathematical Programming. Series A. Series B
1 Applicable Algebra in Engineering, Communication and Computing
1 SIAM Journal on Optimization
1 Vestnik St. Petersburg University. Mathematics
1 Cybernetics and Systems Analysis
1 Experimental Mathematics
1 Computational Optimization and Applications
1 Formal Methods in System Design
1 Journal of Logic, Language and Information
1 International Journal of Computer Vision
...and 50 more Serials
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Referenced in 41 Fields

291 Computer science (68-XX)
171 Statistics (62-XX)
75 Operations research, mathematical programming (90-XX)
41 Numerical analysis (65-XX)
41 Biology and other natural sciences (92-XX)
26 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
20 Probability theory and stochastic processes (60-XX)
20 Fluid mechanics (76-XX)
19 Information and communication theory, circuits (94-XX)
17 Mechanics of deformable solids (74-XX)
12 Quantum theory (81-XX)
11 Statistical mechanics, structure of matter (82-XX)
10 Combinatorics (05-XX)
10 Algebraic topology (55-XX)
9 Partial differential equations (35-XX)
9 Geophysics (86-XX)
8 Systems theory; control (93-XX)
6 Relativity and gravitational theory (83-XX)
5 Mechanics of particles and systems (70-XX)
4 Calculus of variations and optimal control; optimization (49-XX)
3 General and overarching topics; collections (00-XX)
3 Algebraic geometry (14-XX)
3 Measure and integration (28-XX)
3 Functional analysis (46-XX)
3 Optics, electromagnetic theory (78-XX)
2 Linear and multilinear algebra; matrix theory (15-XX)
2 Several complex variables and analytic spaces (32-XX)
2 Dynamical systems and ergodic theory (37-XX)
2 Approximations and expansions (41-XX)
2 Differential geometry (53-XX)
2 Classical thermodynamics, heat transfer (80-XX)
2 Astronomy and astrophysics (85-XX)
1 Number theory (11-XX)
1 Category theory; homological algebra (18-XX)
1 Group theory and generalizations (20-XX)
1 Ordinary differential equations (34-XX)
1 Integral equations (45-XX)
1 Operator theory (47-XX)
1 Geometry (51-XX)
1 Convex and discrete geometry (52-XX)
1 General topology (54-XX)

Referencing Publications by Year