baseconstituyenteestudiantesgeneralplan_patriasala
Last change
on this file since 6abfabc was
0ff122b,
checked in by rudmanmrrod <rudman22@…>, 7 años ago
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Agregado módulo de gestión de perfiles de procesamiento, incorporado el módulo de visualización de modelado de tópicos
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Propiedad mode establecida a
100644
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File size:
1.2 KB
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1 | """ |
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2 | The :mod:`vsm` module provides tools and a workflow for producing |
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3 | semantic models of textual corpora and analyzing and visualizing these |
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4 | models. |
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5 | |
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6 | The :mod:`vsm` module has been conceived within the SciPy ecosystem. |
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7 | In a typical work flow, a collection of texts is first transformed |
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8 | into a Corpus object, whose underlying data structures are NumPy |
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9 | numerical arrays. The user may then feed a Corpus object to one of the |
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10 | model classes, which contain the algorithms, implemented in NumPy, |
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11 | SciPy and IPython.parallel, for training models such as :doc:`TF<wf_tf>`, |
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12 | :doc:`TFIDF<wf_tfidf>`, :doc:`LSA<wf_lsa>`, |
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13 | :doc:`BEAGLE<wf_beagle>`, or :doc:`LDA<wf_lda>`. |
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14 | Finally, the user may examine the |
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15 | results with a Viewer class specialized to a particular model type. A |
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16 | Viewer object contains a variety of methods for analysis and |
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17 | visualization and achieves its full functionality within an IPython |
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18 | notebook session extended with matplotlib and scikit-learn. |
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19 | """ |
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20 | |
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21 | |
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22 | import corpus |
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23 | from corpus import * |
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24 | import model |
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25 | from model import * |
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26 | import viewer |
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27 | from viewer import * |
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28 | |
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29 | __version__ = '0.3.3' |
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30 | |
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31 | __all__ = ['__version__'] |
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32 | __all__ += corpus.__all__[:] |
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33 | __all__ += model.__all__ |
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34 | __all__ += viewer.__all__ |
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35 | |
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