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  d Z ddlmZmZmZ ddlmZmZmZm	Z	m
Z
mZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZ ddlmZ ddlmZmZ eZeZ ddl!m"Z" ddl#m$Z$ ddl%m&Z&m'Z' e&Z(e"Z)dd	l*m+Z+m,Z,m-Z-m.Z.m/Z/m0Z0m1Z1m2Z2m3Z3m4Z4m5Z5m6Z6m7Z7m8Z8m9Z9m:Z:m;Z;m<Z<m=Z=m>Z>m?Z?m@Z@mAZAmBZBmCZCmDZDmEZEmFZFmGZGmHZHmIZImJZJmKZKmLZLmMZMmNZNmOZO dd
lPmQZQ dddddddddddddddddddddd d!d"d#d$d%d&d'd(d)d*d+d,d-d.d/d0d1d2d3d4d5d6d7d8d9d:d;d<d=d>d?d@dAdBdCdDdEdFdGdHdIdJdKdLdMdNdOdPdQdRdSgIZRdTS )UzwA module that handles matrices.

Includes functions for fast creating matrices like zero, one/eye, random
matrix, etc.
é   )Ú
ShapeErrorÚNonSquareMatrixErrorÚ
MatrixKind)ÚGramSchmidtÚ
casoratianÚdiagÚeyeÚhessianÚjordan_cellÚ
list2numpyÚmatrix2numpyÚmatrix_multiply_elementwiseÚonesÚ
randMatrixÚ	rot_axis1Ú	rot_axis2Ú	rot_axis3Úrot_ccw_axis1Úrot_ccw_axis2Úrot_ccw_axis3Ú
rot_givensÚsymarrayÚ	wronskianÚzeros)ÚMutableDenseMatrix)ÚDeferredVectorÚ
MatrixBase)ÚMutableSparseMatrix)Úbanded)ÚImmutableDenseMatrixÚImmutableSparseMatrix)%ÚMatrixSliceÚBlockDiagMatrixÚBlockMatrixÚFunctionMatrixÚIdentityÚInverseÚMatAddÚMatMulÚMatPowÚ
MatrixExprÚMatrixSymbolÚTraceÚ	TransposeÚ
ZeroMatrixÚ	OneMatrixÚblockcutÚblock_collapseÚmatrix_symbolsÚAdjointÚhadamard_productÚHadamardProductÚHadamardPowerÚDeterminantÚdetÚdiagonalize_vectorÚ
DiagMatrixÚDiagonalMatrixÚ
DiagonalOfÚtraceÚ
DotProductÚkronecker_productÚKroneckerProductÚPermutationMatrixÚMatrixPermuteÚ	MatrixSetÚ	PermanentÚper)Údotprodsimpr   r   r   r   r   r   r   r	   r
   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   ÚMatrixÚMutableMatrixr   r   r   r    ÚImmutableMatrixÚSparseMatrixr!   r"   r#   r$   r%   r&   r'   r(   r)   r*   r+   r,   r-   r.   r/   r0   r1   r2   r3   r4   r5   r6   r7   r8   r9   r:   r;   r<   r=   r>   r?   r@   rA   rB   rC   rD   rE   rF   N)SÚ__doc__Úcommonr   r   r   Zdenser   r   r   r   r	   r
   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   Zmatricesr   r   rH   rG   Úsparser   Zsparsetoolsr   Z	immutabler   r    rI   rJ   Zexpressionsr!   r"   r#   r$   r%   r&   r'   r(   r)   r*   r+   r,   r-   r.   r/   r0   r1   r2   r3   r4   r5   r6   r7   r8   r9   r:   r;   r<   r=   r>   r?   r@   rA   rB   rC   rD   rE   Z	utilitiesrF   Ú__all__© rO   rO   úV/var/www/html/Darija-Ai-API/env/lib/python3.8/site-packages/sympy/matrices/__init__.pyÚ<module>   s®   \œ	                                                  ß