| """ | |
| =================================================================== | |
| Elementwise Scalar Optimization (:mod:`scipy.optimize.elementwise`) | |
| =================================================================== | |
| .. currentmodule:: scipy.optimize.elementwise | |
| This module provides a collection of functions for root finding and | |
| minimization of scalar, real-valued functions of one variable. Unlike their | |
| counterparts in the base :mod:`scipy.optimize` namespace, these functions work | |
| elementwise, enabling the solution of many related problems in an efficient, | |
| vectorized call. Furthermore, when environment variable ``SCIPY_ARRAY_API=1``, | |
| these functions can accept non-NumPy, array API standard compatible arrays and | |
| perform all calculations using the corresponding array library (e.g. PyTorch, | |
| JAX, CuPy). | |
| Root finding | |
| ============ | |
| .. autosummary:: | |
| :toctree: generated/ | |
| find_root | |
| bracket_root | |
| Minimization | |
| ============ | |
| .. autosummary:: | |
| :toctree: generated/ | |
| find_minimum | |
| bracket_minimum | |
| """ | |
| from ._elementwise import find_root, find_minimum, bracket_root, bracket_minimum # noqa: F401, E501 | |
| __all__ = ["find_root", "find_minimum", "bracket_root", "bracket_minimum"] | |