Numba swMATH ID: 21554 Software Authors: S. K. Lam, A. Pitrou, S. Seibert Description: Numba: a LLVM-based Python JIT compiler. Numba gives you the power to speed up your applications with high performance functions written directly in Python. With a few annotations, array-oriented and math-heavy Python code can be just-in-time compiled to native machine instructions, similar in performance to C, C++ and Fortran, without having to switch languages or Python interpreters. Numba works by generating optimized machine code using the LLVM compiler infrastructure at import time, runtime, or statically (using the included pycc tool). Numba supports compilation of Python to run on either CPU or GPU hardware, and is designed to integrate with the Python scientific software stack. The Numba project is supported by Anaconda, Inc. (formerly known as Continuum Analytics) and The Gordon and Betty Moore Foundation (Grant GBMF5423). Homepage: https://numba.pydata.org/ Related Software: Python; NumPy; SciPy; Scikit; Matplotlib; Cython; GitHub; Astropy; Julia; TensorFlow; NetworkX; CUDA; pandas; FEniCS; Jupyter; SymPy; PyTorch; LLVM; scikit-image; Keras Cited in: 27 Publications all top 5 Cited by 79 Authors 1 Abdedou, Azzedine 1 Adam, Nicolas 1 Androz, Guillaume 1 Bilmes, Jeffrey A. 1 Bortolussi, Luca 1 Breuils, Stéphane 1 Buffoni, Lorenzo 1 Campisi, Michele 1 Cho, Junhyun 1 Delmas, Vincent 1 Dempster, Angus 1 Divo, Felix 1 Džeroski, Sašo 1 Elgersma, Scott V. 1 Faouzi, Johann 1 Fernandes, Leandro Augusto Frata 1 Gajdoš, Andrej 1 Gevorkyan, Migran N. 1 Gramfort, Alexandre 1 Gürcan, Ö. D. 1 Hanc, Jozef 1 Hancova, Martina 1 Hazimeh, Hussein 1 Hiemstra, René R. 1 Hitzer, Eckhard 1 Holtz, Chester 1 Hughes, Thomas J. R. 1 Jacquier, Pierre 1 Johansson, J. Robert 1 Juniper, Matthew P. 1 Kamarianakis, Manos 1 Kim, Yejin 1 Kolar, Kushal 1 Kontogiannis, Alexandros 1 Korolkova, Anna V. 1 Kulyabov, Dmitry S. 1 Langtangen, Hans Petter 1 Lavrač, Nada 1 Le Tallec, Patrick 1 Lee, Sungchul 1 Lespay, Hernán 1 Massias, Mathurin 1 Mazumder, Rahul 1 Mika, Michal L. 1 Mortensen, Mikael 1 Noyola-García, Benjamín Salomón 1 Oruç, Ömer 1 Papagiannakis, George 1 Payne, Marie 1 Petitjean, François 1 Petković, Matej 1 Rodríguez-Romo, Suemi 1 Rußwurm, Marc 1 Saab, Ali 1 Salmon, Joseph 1 Schillinger, Dominik 1 Schoen, Fabio 1 Schreiber, Jacob M. 1 Sederman, Andrew J. 1 Sevast’yanov, Leonid Antonovich 1 Silvetti, Simone 1 Škrlj, Blaž 1 Sottile, Matthew J. 1 Soulaimani, Azzeddine 1 Sousa, Eduardo Vera 1 Stafford Noble, William 1 Suchan, Karol 1 Tachibana, Kanta 1 Tavenard, Romain 1 Tigli, Luca 1 Tumurbaatar, Altansuren 1 Vaiter, Samuel 1 van ’t Wout, Elwin 1 Vandewiele, Gilles 1 Webb, Geoffrey I. 1 Woods, Eli 1 Wriggers, Peter 1 Yurchak, Roman 1 Zarroug, Malek all top 5 Cited in 18 Serials 3 Advances in Applied Clifford Algebras 3 Journal of Machine Learning Research (JMLR) 2 Computer Methods in Applied Mechanics and Engineering 2 Journal of Computational Physics 2 Computers & Operations Research 1 Computer Physics Communications 1 Journal of Fluid Mechanics 1 Journal of Statistical Physics 1 Applied Mathematics and Computation 1 Mathematics and Computers in Simulation 1 Programming and Computer Software 1 Physica D 1 Machine Learning 1 International Journal of Computer Mathematics 1 Journal of Statistical Computation and Simulation 1 Mathematical Programming. Series A. Series B 1 Journal of Graph Algorithms and Applications 1 Data Mining and Knowledge Discovery all top 5 Cited in 17 Fields 11 Computer science (68-XX) 7 Numerical analysis (65-XX) 4 Fluid mechanics (76-XX) 3 Linear and multilinear algebra; matrix theory (15-XX) 3 Statistics (62-XX) 3 Statistical mechanics, structure of matter (82-XX) 3 Operations research, mathematical programming (90-XX) 2 Partial differential equations (35-XX) 2 Mechanics of deformable solids (74-XX) 2 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Combinatorics (05-XX) 1 Number theory (11-XX) 1 Probability theory and stochastic processes (60-XX) 1 Mechanics of particles and systems (70-XX) 1 Quantum theory (81-XX) 1 Geophysics (86-XX) 1 Information and communication theory, circuits (94-XX) Citations by Year