Bug#862142: ITP: python-sparse -- multidimensional sparse arrays for Python
Package: wnpp
Severity: wishlist
Owner: Ghislain Antony Vaillant <ghisvail@gmail.com>
* Package name : python-sparse
Version : 0.1.0
Upstream Author : Matthew Rocklin <mrocklin@gmail.com>
* URL : https://github.com/mrocklin/sparse
* License : BSD
Programming Lang: Python
Description : multidimensional sparse arrays for Python
Long-Description:
This package implements sparse multidimensional arrays on top of NumPy
and scipy.sparse. It generalizes the scipy.sparse.coo_matrix layout but
extends beyond just rows and columns to an arbitrary number of
dimensions. The original motivation is for machine learning algorithms,
but it is intended for somewhat general use.
.
It supports:
.
- NumPy ufuncs (where zeros are preserved)
- Arithmetic with scalars (where zeros are preserved)
- Reductions (sum, max)
- Reshape
- Transpose
- Tensordot
- Slicing with integers, lists, and slices (with no step value)
- Concatenation and stacking
- Addition with other sparse arrays of the same shape
This package is a dependency to the newer versions of the dask stack. It will
be co-maintained by the DPMT alongside dask.
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