Hugging Peers

David Cournapeau

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7 papers 161.5K citations h-index 3 2006–2020

Array Programming with NumPy

Charles R. Harris, K. Jarrod Millman, Stefan J. van der Walt, Ralf Gommers, Pauli Virtanen, David Cournapeau
+20 more show fewer
Eric Wieser, Julian Taylor, Sebastian Berg, Nathaniel J. Smith, Robert Kern, Matti Picus, Stephan Hoyer, Marten H. van Kerkwijk, Matthew Brett, Allan Haldane, Jaime Fernandez del Rio, Mark Wiebe, Pearu Peterson, Pierre Gerard-Marchant, Kevin Sheppard, Tyler Reddy, Warren Weckesser, Hameer Abbasi, Christoph Gohlke, Travis E. Oliphant

Array programming provides a powerful, compact, expressive syntax for accessing, manipulating, and operating on data in vectors, matrices, and higher-dimensional arrays. NumPy is the primary array...

25.5K citations 2020-06 Nature 585, 357 (2020)

SciPy 1.0--Fundamental Algorithms for Scientific Computing in Python

Pauli Virtanen, Ralf Gommers, Travis E. Oliphant, Matt Haberland, Tyler Reddy, David Cournapeau
+29 more show fewer
Evgeni Burovski, Pearu Peterson, Warren Weckesser, Jonathan Bright, Stefan J. van der Walt, Matthew Brett, Joshua Wilson, K. Jarrod Millman, Nikolay Mayorov, Andrew R. J. Nelson, Eric Jones, Robert Kern, Eric Larson, CJ Carey, Ilhan Polat, Yu Feng, Eric W. Moore, Jake VanderPlas, Denis Laxalde, Josef Perktold, Robert Cimrman, Ian Henriksen, E.A. Quintero, Charles R Harris, Anne M. Archibald, Antonio H. Ribeiro, Fabian Pedregosa, Paul van Mulbregt, SciPy 1.0 Contributors

SciPy is an open source scientific computing library for the Python programming language. SciPy 1.0 was released in late 2017, about 16 years after the original version 0.1 release. SciPy has...

39.5K citations 2019-07 Nature Methods 17, 261 (2020)

Scikit-learn: Machine Learning in Python

Fabian Pedregosa, Gael Varoquaux, Alexandre Gramfort, Vincent Michel, Bertrand Thirion, Olivier Grisel
+13 more show fewer
Mathieu Blondel, Andreas Muller, Joel Nothman, Gilles Louppe, Peter Prettenhofer, Ron Weiss, Vincent Dubourg, Jake Vanderplas, Alexandre Passos, David Cournapeau, Matthieu Brucher, Matthieu Perrot, Edouard Duchesnay

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...

96.5K citations 2012-01 Journal of Machine Learning Research (2011)

Evaluation of real-time voice activity detection based on high order statistics

David Cournapeau, Tatsuya Kawahara
2007-01 INTERSPEECH

Voice activity detector based on enhanced cumulant of LPC residual and on-line EM algorithm

David Cournapeau, Tatsuya Kawahara, Kenji Mase, Tomoji Toriyama
2006-01 INTERSPEECH

Using online model comparison in the Variational Bayes framework for online unsupervised Voice Activity Detection

David Cournapeau, Shinji Watanabe, Atsushi Nakamura, Tatsuya Kawahara
2010-01 ICASSP

Using variational bayes free energy for unsupervised voice activity detection

David Cournapeau, Tatsuya Kawahara
2008-01 ICASSP