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PRMLT

swMATH ID: 42125
Software Authors: C. Bishop
Description: PRMLT: Pattern Recognition and Machine Learning Toolbox. This Matlab package implements machine learning algorithms described in the great textbook: Pattern Recognition and Machine Learning by C. Bishop (PRML). It is written purely in Matlab language. It is self-contained. There is no external dependency.
Homepage: http://prml.github.io
Source Code:  https://github.com/PRML/PRMLT
Dependencies: Matlab
Related Software: UCI-ml; ElemStatLearn; PMTK; R; BayesDA; Adam; LIBSVM; Scikit; GitHub; Matlab; TensorFlow; ImageNet; darch; AlexNet; SIFT; PyTorch; SemiPar; Stan; mclust; AdaGrad
Cited in: 1,373 Documents

Standard Articles

1 Publication describing the Software, including 1 Publication in zbMATH Year
Pattern recognition and machine learning. Zbl 1107.68072
Bishop, Christopher M.
2006
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Cited by 3,398 Authors

14 Sugiyama, Masashi
14 Zabaras, Nicholas J.
13 Kel’manov, Aleksandr Vasil’evich
12 Wand, Matthew P.
11 Bouguila, Nizar
11 Khandeev, Vladimir Il’ich
9 Koutsourelakis, Phaedon-Stelios
9 Nott, David John
8 Kutz, J. Nathan
8 Ormerod, John T.
8 Stuart, Andrew M.
7 Kim, Hea-Jung
7 Murphy, Thomas Brendan
7 Popkov, Yuriĭ Solomonovich
6 Brunton, Steven L.
6 Husmeier, Dirk
6 Katsoulakis, Markos A.
6 Konishi, Sadanori
6 Latouche, Pierre
5 Alquier, Pierre
5 Bilionis, Ilias
5 Fan, Wentao
5 Filippone, Maurizio
5 Friston, Karl J.
5 Girolami, Mark A.
5 Lin, Zhiping
5 Lipovetsky, Stan
5 Popkov, Alexey Yu.
5 Pyatkin, Artëm Valer’evich
5 Rowley, Clarence Worth
5 Tran, Minh Ngoc
4 Benavoli, Alessio
4 Blei, David M.
4 Bouveyron, Charles
4 Chopin, Nicolas
4 Cirak, Fehmi
4 Da Costa, Lancelot
4 De Baets, Bernard
4 Durante, Daniele
4 Hjalmarsson, Håkan
4 Kawano, Shuichi
4 Khamidullin, Sergeĭ Asgadullovich
4 Lee, Dongwook
4 Lin, Guang
4 Parr, Thomas
4 Peherstorfer, Benjamin
4 Ray, Asok Kumar
4 Sajid, Noor
4 Sciandrone, Marco
4 Strijov, Vadim V.
4 Tan, Linda S. L.
4 Villmann, Thomas
4 Waegeman, Willem
4 Weber, Hendrik
4 Yamada, Makoto
3 Adhikary, Soumik
3 Biehl, Michael
3 Bortolussi, Luca
3 Boykov, Yuri
3 Chatzis, Sotirios P.
3 Corander, Jukka
3 Gao, Can
3 Goldwurm, Massimiliano
3 Graziani, Carlo
3 Grzegorczyk, Marco A.
3 Haghighat, Ehsan
3 Hall, Peter Gavin
3 Hauberg, Søren
3 Hernández-Lobato, Daniel
3 Hernández-Lobato, Jose Miguel
3 Juanes, Ruben
3 Kaden, Marika
3 Kanamori, Takafumi
3 Khalil, Mohammad
3 Kohn, Robert J.
3 Lian, Heng
3 Lin, Jianyi
3 Lodi, Andrea
3 Maestrini, Luca
3 Matsui, Hidetoshi
3 Mehta, Pankaj
3 Naveiro, Roi
3 Nikou, Christophoros
3 Ohno, Hiroshi
3 Pan, Yuangang
3 Pettit, Chris L.
3 Piga, Dario
3 Pillow, Jonathan W.
3 Poirel, Dominique
3 Proctor, Joshua L.
3 Rey-Bellet, Luc
3 Reyes, Adam
3 Rios Insua, David
3 Sandhu, Rimple
3 Sanguinetti, Guido
3 Sarkar, Abhijit
3 Sick, Bernhard
3 Sollich, Peter
3 Song, Zhanjie
3 Suárez, Alberto
...and 3,298 more Authors
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Cited in 301 Serials

58 Pattern Recognition
54 Journal of Computational Physics
53 Machine Learning
39 Neural Networks
38 Neural Computation
34 Computer Methods in Applied Mechanics and Engineering
30 Computational Statistics and Data Analysis
29 Information Sciences
27 Statistics and Computing
23 Automatica
20 Quantum Information Processing
19 European Journal of Operational Research
19 Electronic Journal of Statistics
18 Computational Statistics
16 Journal of the American Statistical Association
15 International Journal of Approximate Reasoning
14 Physica A
14 The Annals of Applied Statistics
13 International Journal of Computer Vision
13 Journal of Machine Learning Research (JMLR)
13 Journal of Theoretical Biology
12 Journal of Mathematical Psychology
12 Journal of Mathematical Imaging and Vision
12 SIAM Journal on Scientific Computing
12 Annals of Mathematics and Artificial Intelligence
12 Data Mining and Knowledge Discovery
12 Journal of Computational and Graphical Statistics
11 Journal of the Franklin Institute
11 Automation and Remote Control
11 Communications in Statistics. Theory and Methods
11 Advances in Data Analysis and Classification. ADAC
10 Artificial Intelligence
10 Annals of Operations Research
10 Journal of Applied Statistics
10 Journal of Physics A: Mathematical and Theoretical
9 The Annals of Statistics
9 Computational Optimization and Applications
9 Mathematical Geosciences
8 Journal of Computational and Applied Mathematics
8 Journal of Multivariate Analysis
8 Theoretical Computer Science
8 Communications in Statistics. Simulation and Computation
8 Mathematical Problems in Engineering
8 Journal of Statistical Mechanics: Theory and Experiment
8 Journal of the Korean Statistical Society
7 Journal of Global Optimization
7 Computational Mathematics and Mathematical Physics
7 Quantitative Finance
7 SIAM/ASA Journal on Uncertainty Quantification
6 Computer Physics Communications
6 Inverse Problems
6 Psychometrika
6 Applied Mathematics and Computation
6 Physica D
6 Computers & Operations Research
6 Computational Mechanics
6 Applied Mathematical Modelling
6 Applied and Computational Harmonic Analysis
6 Entropy
6 SIAM Journal on Imaging Sciences
5 Biological Cybernetics
5 Chaos, Solitons and Fractals
5 Journal of Statistical Planning and Inference
5 Statistical Science
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5 Australian & New Zealand Journal of Statistics
5 SIAM Journal on Mathematics of Data Science
4 Computers and Fluids
4 Computers & Mathematics with Applications
4 Journal of Statistical Physics
4 Operations Research
4 Statistics & Probability Letters
4 Mathematical Programming. Series A. Series B
4 PAA. Pattern Analysis and Applications
4 Statistical Applications in Genetics and Molecular Biology
4 Mathematics in Computer Science
4 Statistical Analysis and Data Mining
4 Algorithms
3 International Journal of Control
3 Physics Letters. A
3 Biometrical Journal
3 Biometrics
3 Journal of Optimization Theory and Applications
3 Insurance Mathematics & Economics
3 Circuits, Systems, and Signal Processing
3 Journal of Classification
3 Journal of Symbolic Computation
3 Journal of Automated Reasoning
3 Journal of Scientific Computing
3 Signal Processing
3 SIAM Review
3 Cybernetics and Systems Analysis
3 Journal of Mathematical Sciences (New York)
3 Journal of Computational Neuroscience
3 INFORMS Journal on Computing
3 Journal of Mathematical Chemistry
3 European Journal of Control
3 Nonlinear Dynamics
3 Soft Computing
3 Chaos
...and 201 more Serials
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Cited in 51 Fields

715 Statistics (62-XX)
571 Computer science (68-XX)
190 Numerical analysis (65-XX)
138 Operations research, mathematical programming (90-XX)
113 Biology and other natural sciences (92-XX)
87 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
78 Probability theory and stochastic processes (60-XX)
72 Information and communication theory, circuits (94-XX)
68 Systems theory; control (93-XX)
49 Quantum theory (81-XX)
41 Mechanics of deformable solids (74-XX)
36 Partial differential equations (35-XX)
33 Statistical mechanics, structure of matter (82-XX)
27 Dynamical systems and ergodic theory (37-XX)
27 Fluid mechanics (76-XX)
26 Combinatorics (05-XX)
23 Geophysics (86-XX)
22 Calculus of variations and optimal control; optimization (49-XX)
21 Linear and multilinear algebra; matrix theory (15-XX)
12 Operator theory (47-XX)
9 Mathematical logic and foundations (03-XX)
7 Functional analysis (46-XX)
6 General and overarching topics; collections (00-XX)
6 Harmonic analysis on Euclidean spaces (42-XX)
6 Differential geometry (53-XX)
5 Measure and integration (28-XX)
5 Ordinary differential equations (34-XX)
5 Algebraic topology (55-XX)
5 Mechanics of particles and systems (70-XX)
4 Algebraic geometry (14-XX)
4 Approximations and expansions (41-XX)
4 Optics, electromagnetic theory (78-XX)
3 Special functions (33-XX)
3 Global analysis, analysis on manifolds (58-XX)
3 Classical thermodynamics, heat transfer (80-XX)
2 Category theory; homological algebra (18-XX)
2 Integral equations (45-XX)
1 History and biography (01-XX)
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1 Topological groups, Lie groups (22-XX)
1 Real functions (26-XX)
1 Potential theory (31-XX)
1 Several complex variables and analytic spaces (32-XX)
1 Difference and functional equations (39-XX)
1 Integral transforms, operational calculus (44-XX)
1 Geometry (51-XX)
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1 Relativity and gravitational theory (83-XX)
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