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mlpy is a Python Open Source Machine Learning library built on top of NumPy/SciPy and the GNU Scientific Libraries.
Selection bias in gene extraction on the basis of microarray gene-expression data
C. Ambroise and G.J. McLachlan · 2002
Earlier work this paper cites.
LIBLINEAR: A library for large linear classification
R.-E. Fan, K.-W. Chang, C.-J. Hsieh, X.-R. Wang, and C.-J. Lin · 2008
Earlier work this paper cites.
Algebraic stability indicators for ranked lists in molecular profiling
G. Jurman, S. Merler, A. Barla, S. Paoli, A. Galea, and C. Furlanello · 2008
Earlier work this paper cites.
PyMVPA: a Python Toolbox for Multivariate Pattern Analysis of fMRI Data
M. Hanke, Y. Halchenko, P. Sederberg, S. Hanson, J. Haxby, and S. Pollmann · 2009
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Repeatability of published microarray gene expression analyses
J.P.A. Ioannidis, D.B. Allison, C.A. Ball, I. Coulibaly, X. Cui, Culhane. A.C., M. Falchi, C. Furlanello, L. Game, G. Jurman, T. Mehta, J. Mangion, M. Nitzberg, G.P. Page, E. Petretto, and V. van Noort · 2009
Cited alongside, same era.
Modular toolkit for Data Processing (MDP): a Python data processing frame work
T. Zito, N. Wilbert, L. Wiskott, and P. Berkes · 2009
Cited alongside, same era.
The SHOGUN Machine Learning Toolbox
S. Sonnenburg, G. Rätsch, S. Henschel, C. Widmer, J. Behr, A. Zien, F. de Bona, A. Binder, C. Gehl, and V. Franc · 2010
Cited alongside, same era.
The MAQC-II Project: A comprehensive study of common practices for the development and validation of microarray-based predictive models
The MicroArray Quality Control (MAQC) Consortium · 2010
Cited alongside, same era.
LIBSVM: A library for support vector machines
C.-C. Chang and C.-J. Lin · 2011
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Scikit-learn: Machine Learning in Python
F. Pedregosa, G. Varoquaux, A. Gramfort, V. Michel, B. Thirion, O. Grisel, M. Blondel, P. Prettenhofer, R. Weiss, V. Dubourg, J. Vanderplas, A. Passos, D. Cournapeau, M. Brucher, M. Perrot, and Duchesnay E · 2011
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Python: An Ecosystem for Scientific Computing
F. Pérez, B.E. Granger, and J.D. Hunter · 2011
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