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.. _user_guide:
****************
SciPy User Guide
****************
.. currentmodule:: scipy
.. sectionauthor:: Travis E. Oliphant
SciPy is a collection of mathematical algorithms and convenience functions built
on NumPy_ . It adds significant power to Python by providing the user with
high-level commands and classes for manipulating and visualizing data.
.. _NumPy: https://numpy.org
Subpackages and User Guides
---------------------------
SciPy is organized into subpackages covering different scientific
computing domains. These are summarized in the following table, with
their user guide linked in the Description and User Guide column (if available):
================== ========================================
Subpackage Description and User Guide
================== ========================================
``cluster`` Clustering algorithms
``constants`` Physical and mathematical constants
``differentiate`` Finite difference differentiation tools
``fft`` :doc:`./fft`
``fftpack`` Fast Fourier Transform routines (legacy)
``integrate`` :doc:`./integrate`
``interpolate`` :doc:`./interpolate`
``io`` :doc:`./io`
``linalg`` :doc:`./linalg`
``ndimage`` :doc:`./ndimage`
``odr`` Orthogonal distance regression
``optimize`` :doc:`./optimize`
``signal`` :doc:`./signal`
``sparse`` :doc:`./sparse`
``spatial`` :doc:`./spatial`
``special`` :doc:`./special`
``stats`` :doc:`./stats`
================== ========================================
There are also additional user guides for these topics:
- :doc:`./arpack` - Eigenvalue problem solver using iterative methods
- :doc:`./csgraph` - Compressed Sparse Graph Routines
For guidance on organizing and importing functions from SciPy subpackages, refer to the `Guidelines for Importing Functions from SciPy <https://scipy.github.io/devdocs/reference/index.html#guidelines-for-importing-functions-from-scipy>`_.
For information on support for parallel execution and thread safety, see
:ref:`scipy_parallel_execution` and :ref:`scipy_thread_safety`.
.. raw:: latex
\addtocontents{toc}{\protect\setcounter{tocdepth}{2}}
.. toctree::
:caption: User guide
:maxdepth: 1
:hidden:
fft
integrate
interpolate
io
linalg
ndimage
optimize
signal
sparse
spatial
special
stats
arpack
csgraph
parallel_execution
thread_safety
.. raw:: latex
\addtocontents{toc}{\protect\setcounter{tocdepth}{1}}
|
