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L1L2Py 1.0.2
L1L2Py is a Python package to perform variable selection by means of l1l2 regularization with double optimization.
Latest Version: 1.0.5
L1L2Py makes use of NumPy <http://numpy.scipy.org> to provide fast N-dimensional array manipulation and is the Python implementation of the method proposed and applied in [DeMol09].
L1L2Py is a project of the SlipGURU - Statistical Learning and Image Processing Genoa University Research Group - Via Dodecaneso, 35 - 16146 Genova, ITALY <http://slipguru.disi.unige.it>.
L1L2Py is free software. It is licensed under the GNU General Public License (GPL) version 3 <http://www.gnu.org/licenses/gpl.html>.
| [DeMol09] | C. De Mol, S. Mosci, M. Traskine, A. Verri, "A Regularized Method for Selecting Nested Group of Genes from Microarray Data" Journal of Computational Biology, vol. 16, pp. 677-690, 2009. |
| File | Type | Py Version | Uploaded on | Size | # downloads |
|---|---|---|---|---|---|
| L1L2Py-1.0.2.tar.gz (md5) | Source | 2010-07-29 | 566KB | 323 | |
- Author: L1L2Py developers - SlipGURU
- Home Page: http://slipguru.disi.unige.it/Research/L1L2Py
- Download URL: http://slipguru.disi.unige.it/Research/L1L2Py/L1L2Py-1.0.2.tar.gz
- Keywords: feature selection,regularization,regression,classification,l1-norm,l2-norm
- License: GNU GPL version 3
- Requires numpy (>=1.3.0)
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Categories
- Development Status :: 5 - Production/Stable
- Intended Audience :: Science/Research
- License :: OSI Approved :: GNU General Public License (GPL)
- Natural Language :: English
- Operating System :: MacOS
- Operating System :: Microsoft :: Windows
- Operating System :: POSIX :: Linux
- Programming Language :: Python
- Topic :: Scientific/Engineering :: Artificial Intelligence
- Package Index Owner: sabba
- DOAP record: L1L2Py-1.0.2.xml