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This implements sparse arrays of arbitrary dimension on top of numpy and scipy.sparse. It generalizes the scipy.sparse.coo_matrix and scipy.sparse.dok_matrix layouts, but extends beyond just rows and columns to an arbitrary number of dimensions. Additionally, this project maintains compatibility with the numpy.ndarray interface rather than the numpy.matrix interface used in scipy.sparse These differences make this project useful in certain situations where scipy.sparse matrices are not well suited, but it should not be considered a full replacement. The data structures in pydata/sparse complement and can be used in conjunction with the fast linear algebra routines inside scipy.sparse. A format conversion or copy may be required.
13 lines
741 B
Text
13 lines
741 B
Text
This implements sparse arrays of arbitrary dimension on top of numpy and
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scipy.sparse. It generalizes the scipy.sparse.coo_matrix and
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scipy.sparse.dok_matrix layouts, but extends beyond just rows and columns to an
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arbitrary number of dimensions.
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Additionally, this project maintains compatibility with the numpy.ndarray
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interface rather than the numpy.matrix interface used in scipy.sparse
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These differences make this project useful in certain situations where
|
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scipy.sparse matrices are not well suited, but it should not be considered a
|
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full replacement. The data structures in pydata/sparse complement and can be
|
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used in conjunction with the fast linear algebra routines inside scipy.sparse. A
|
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format conversion or copy may be required.
|