mindspore.scipy
Warning
These are experimental APIs that are subject to change or deletion. Only support Linux.
Scipy-like interfaces in mindspore.
mindspore.scipy.linalg
Linear algebra submodule
API Name |
Description |
Supported Platforms |
Create a block diagonal matrix from provided arrays. |
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Compute the cholesky decomposition of a matrix, to use in |
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Given the cholesky factorization of \(A\), solve the linear equation. |
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Compute the cholesky decomposition of a matrix. |
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Solve a standard or generalized eigenvalue problem for a complex Hermitian or real symmetric matrix. |
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Compute the inverse of a matrix. |
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Compute pivoted LU decomposition of a general matrix. |
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Compute pivoted LU decomposition of a square matrix, and its outputs can be directly used as the inputs of lu_solve. |
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Solve the linear system \(a x = b\) for x, Assuming a is a triangular matrix. |
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mindspore.scipy.optimize
Optimize submodule
API Name |
Description |
Supported Platforms |
Inexact line search that satisfies strong Wolfe conditions. |
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Solve the linear sum assignment problem. |
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Minimization of scalar function of one or more variables. |
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