Linear algebra (cupynumeric.linalg
)#
Matrix and vector products#
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Dot product of two arrays. |
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Return the dot product of two vectors. |
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Inner product of two arrays. |
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Compute the outer product of two vectors. |
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Matrix product of two arrays. |
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Compute tensor dot product along specified axes. |
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Evaluates the Einstein summation convention on the operands. |
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Evaluates the lowest cost contraction order for an einsum expression by considering the creation of intermediate arrays. |
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Raise a square matrix to the (integer) power n. |
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Compute the dot product of two or more arrays in a single function call, while automatically selecting the fastest evaluation order. |
Decompositions#
Cholesky decomposition. |
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Compute the qr factorization of a matrix. |
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Singular Value Decomposition. |
Norms and other numbers#
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Matrix or vector norm. |
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Return the sum along diagonals of the array. |
Solving equations and inverting matrices#
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Solve a linear matrix equation, or system of linear scalar equations. |