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; TensorFlow; Julia; Astropy; Adam; PyTorch; NetworkX; CUDA; pandas; FEniCS; Jupyter; SymPy; LLVM; scikit-image Cited in: 33 Publications all top 5 Cited by 96 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 Hrdina, Jaroslav 1 Huang, Haiyang 1 Hughes, Thomas J. R. 1 Jacquier, Pierre 1 Johansson, J. Robert 1 Juniper, Matthew P. 1 Kamarianakis, Manos 1 Kim, Yejin 1 Ko, Seyoon 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 Lupo, Umberto 1 Massias, Mathurin 1 Mazumder, Rahul 1 Medina-Mardones, Anibal M. 1 Mika, Michal L. 1 Mortensen, Mikael 1 Návrat, Aleš 1 Noyola-García, Benjamín Salomón 1 Oruç, Ömer 1 Papagiannakis, George 1 Payne, Marie 1 Petitjean, François 1 Petković, Matej 1 Ricchiuto, Mario 1 Rodríguez-Romo, Suemi 1 Rudin, Cynthia 1 Rudy, Samuel H. 1 Rußwurm, Marc 1 Saab, Ali 1 Salmon, Joseph 1 Sapsis, Themistoklis P. 1 Schillinger, Dominik 1 Schoen, Fabio 1 Schreiber, Jacob M. 1 Sederman, Andrew J. 1 Sevast’yanov, Leonid Antonovich 1 Shaposhnik, Yaron 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 Tauzin, Guillaume 1 Tavenard, Romain 1 Tigli, Luca 1 Torlo, Davide 1 Tumurbaatar, Altansuren 1 Vaiter, Samuel 1 van ’t Wout, Elwin 1 Vandewiele, Gilles 1 Vašík, Petr 1 Wang, Yingfan 1 Webb, Geoffrey I. 1 Won, Joong-Ho 1 Woods, Eli 1 Wriggers, Peter 1 Yurchak, Roman 1 Zarroug, Malek 1 Zhou, Hua all top 5 Cited in 21 Serials 4 Journal of Machine Learning Research (JMLR) 3 Advances in Applied Clifford Algebras 2 Computer Methods in Applied Mechanics and Engineering 2 Journal of Computational Physics 2 Mathematics and Computers in Simulation 2 Physica D 2 Computers & Operations Research 1 Computer Physics Communications 1 Journal of Fluid Mechanics 1 Journal of Statistical Physics 1 Applied Mathematics and Computation 1 Programming and Computer Software 1 Statistical Science 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 1 Quantum Information Processing 1 Journal of Applied and Computational Topology all top 5 Cited in 18 Fields 15 Computer science (68-XX) 7 Numerical analysis (65-XX) 6 Statistics (62-XX) 5 Fluid mechanics (76-XX) 4 Linear and multilinear algebra; matrix theory (15-XX) 3 Partial differential equations (35-XX) 3 Statistical mechanics, structure of matter (82-XX) 3 Operations research, mathematical programming (90-XX) 2 Probability theory and stochastic processes (60-XX) 2 Mechanics of deformable solids (74-XX) 2 Quantum theory (81-XX) 2 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Combinatorics (05-XX) 1 Number theory (11-XX) 1 Algebraic topology (55-XX) 1 Mechanics of particles and systems (70-XX) 1 Geophysics (86-XX) 1 Information and communication theory, circuits (94-XX) Citations by Year