+ LV-j!RR4tR#)c aa]tRt^toRtRt]R4t]R4t]R4t ]R4t ]R4t ]R4t ]R4t R tR tR tR tR t]!]]RR7tRtRtRtRRltRtRtRtRV3Rllt]R4tRtVtV;t #)spmatrixzThis class provides a base class for all sparse matrix classes. It cannot be instantiated. Most of the work is provided by subclasses. c^RIHpV#)) bsr_matrix)_bsrr)selfrs& e/Volumes/fast/ai/experiments/ui-tars-smoke/.venv/lib/python3.14/site-packages/scipy/sparse/_matrix.py_bsr_containerspmatrix._bsr_container $c^RIHpV#)r) coo_matrix)_coor)rrs& r _coo_containerspmatrix._coo_container r r c^RIHpV#)r) csc_matrix)_cscr)rrs& r _csc_containerspmatrix._csc_containerr r c^RIHpV#)r) csr_matrix)_csrr)rrs& r _csr_containerspmatrix._csr_containerr r c^RIHpV#)r) dia_matrix)_diar)rrs& r _dia_containerspmatrix._dia_containerr r c^RIHpV#)r) dok_matrix)_dokr#)rr#s& r _dok_containerspmatrix._dok_container!r r c^RIHpV#)r) lil_matrix)_lilr()rr(s& r _lil_containerspmatrix._lil_container&r r c$VPV4#N)_matmul_dispatchrothers&&r __mul__spmatrix.__mul__,s$$U++r c$VPV4#r-)_rmatmul_dispatchr/s&&r __rmul__spmatrix.__rmul__/s%%e,,r c^RIHpV!W4#)r) matrix_power)linalgr8)rpowerr8s&& r __pow__spmatrix.__pow__3s(D((r c VPVRR7PVP4pVPVnR#)z$Set the shape of the matrix in-placeF)copyN)reshapeasformatformat__dict__)rshapenew_selfs&& r set_shapespmatrix.set_shape:s2<<E<2;;DKKH )) r c VP#)zGet the shape of the matrix)_shapers&r get_shapespmatrix.get_shapeA {{r zShape of the matrix)fgetfsetdocc "VP4#)z7Upcast matrix to a floating point format (if necessary)) _asfptyperIs&r asfptypespmatrix.asfptypeHs~~r c "VP4#)z3Maximum number of elements to display when printed.) _getmaxprintrIs&r getmaxprintspmatrix.getmaxprintLs  ""r c VP#)zMatrix storage format)rArIs&r getformatspmatrix.getformatPrLr c &VPVR7#)zNumber of stored values, including explicit zeros. Parameters ---------- axis : None, 0, or 1 Select between the number of values across the whole array, in each column, or in each row. )axis)_getnnz)rr\s&&r getnnzspmatrix.getnnzTs|||&&r c >VP4P4#)zReturn the Hermitian transpose of this matrix. See Also -------- numpy.matrix.getH : NumPy's implementation of `getH` for matrices ) conjugate transposerIs&r getH spmatrix.getH_s~~))++r c $VPV4#)zWReturns a copy of column j of the matrix, as an (m x 1) sparse matrix (column vector). )_getcol)rjs&&r getcolspmatrix.getcolh||Ar c $VPV4#)zPReturns a copy of row i of the matrix, as a (1 x n) sparse matrix (row vector). )_getrow)ris&&r getrowspmatrix.getrownrjr c "<\SV`W4#)a Return a dense representation of this sparse matrix. Parameters ---------- order : {'C', 'F'}, optional Whether to store multi-dimensional data in C (row-major) or Fortran (column-major) order in memory. The default is 'None', which provides no ordering guarantees. Cannot be specified in conjunction with the `out` argument. out : ndarray, 2-D, optional If specified, uses this array (or `numpy.matrix`) as the output buffer instead of allocating a new array to return. The provided array must have the same shape and dtype as the sparse matrix on which you are calling the method. Returns ------- arr : numpy.matrix, 2-D A NumPy matrix object with the same shape and containing the same data represented by the sparse matrix, with the requested memory order. If `out` was passed and was an array (rather than a `numpy.matrix`), it will be filled with the appropriate values and returned wrapped in a `numpy.matrix` object that shares the same memory. )supertodense)rorderout __class__s&&&r rrspmatrix.todensets<wu**r c ^RIHpV!W4#)aU Return a parametrized wrapper around the `~scipy.sparse.spmatrix` type. .. versionadded:: 1.16.0 Returns ------- alias : types.GenericAlias A parametrized `~scipy.sparse.spmatrix` type. Examples -------- >>> import numpy as np >>> from scipy.sparse import coo_matrix >>> coo_matrix[np.int8] scipy.sparse._coo.coo_matrix[numpy.int8] ) GenericAlias)typesrx)clsargrxs"" r __class_getitem__spmatrix.__class_getitem__s( 'C%%r )rB)r-)NN)!__name__ __module__ __qualname____firstlineno____doc__ _allow_ndpropertyr rrrr r%r*r1r5r;rErJrCrRrVrYr^rcrhrnrr classmethodr|__static_attributes____classdictcell__ __classcell__)ru __classdict__s@@r rrs I  ,-)* )). 0E # ',  +@&&&r rN)rr r rsh&h&r