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Specifications and Common Mistakes

- Specifications and Common Mistakes:

- Misspellings or punctuation mistakes,incorrect formulas, abnormal display.

- Incorrect links, empty cells, or wrong formats.

- Chinese characters in English context.

- Minor inconsistencies between the UI and descriptions.

- Low writing fluency that does not affect understanding.

- Incorrect version numbers, including software package names and version numbers on the UI.

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Risk Warnings

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Content Compliance

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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
mindspore.scipy.linalg.block_diag	Create a block diagonal matrix from provided arrays.	GPU CPU
mindspore.scipy.linalg.cho_factor	Compute the cholesky decomposition of a matrix, to use in mindspore.scipy.linalg.cho_solve().	GPU CPU
mindspore.scipy.linalg.cho_solve	Given the cholesky factorization of $A$, solve the linear equation.	GPU CPU
mindspore.scipy.linalg.cholesky	Compute the cholesky decomposition of a matrix.	GPU CPU
mindspore.scipy.linalg.eigh	Solve a standard or generalized eigenvalue problem for a complex Hermitian or real symmetric matrix.	GPU CPU
mindspore.scipy.linalg.inv	Compute the inverse of a matrix.	GPU CPU
mindspore.scipy.linalg.lstsq	Computes a solution to the least squares problem of a system of linear equations $AX=B$.	Ascend CPU
mindspore.scipy.linalg.lu	Compute pivoted LU decomposition of a general matrix.	GPU CPU
mindspore.scipy.linalg.lu_factor	Compute pivoted LU decomposition of a square matrix, and its outputs can be directly used as the inputs of lu_solve.	GPU CPU
mindspore.scipy.linalg.solve_triangular	Solve the linear system $ax=b$ for x, Assuming a is a triangular matrix.	Ascend CPU

mindspore.scipy.optimize

Optimize submodule

API Name	Description	Supported Platforms
mindspore.scipy.optimize.line_search	Inexact line search that satisfies strong Wolfe conditions.	GPU CPU
mindspore.scipy.optimize.linear_sum_assignment	Solve the linear sum assignment problem.	Ascend CPU
mindspore.scipy.optimize.minimize	Minimization of scalar function of one or more variables.	GPU CPU