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# CSAPS: Cubic spline approximation (smoothing)
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[![PyPI version](https://img.shields.io/pypi/v/csaps.svg)](https://pypi.python.org/pypi/csaps)
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[![Documentation Status](https://readthedocs.org/projects/csaps/badge/?version=latest)](https://csaps.readthedocs.io/en/latest/?badge=latest)
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[![Build status](https://travis-ci.org/espdev/csaps.svg?branch=master)](https://travis-ci.org/espdev/csaps)
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[![Coverage Status](https://coveralls.io/repos/github/espdev/csaps/badge.svg?branch=master)](https://coveralls.io/github/espdev/csaps?branch=master)
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![Supported Python versions](https://img.shields.io/pypi/pyversions/csaps.svg)
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[![License](https://img.shields.io/pypi/l/csaps.svg)](LICENSE)
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**csaps** is a package for univariate, multivariate and nd-gridded data approximation using cubic smoothing splines.
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<p align="center">
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<a href="https://github.com/espdev/csaps"><img src="https://user-images.githubusercontent.com/1299189/76571441-8d97e400-64c8-11ea-8c05-58850f8311a1.png" alt="csaps" width="400" /></a><br>
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</p>
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<p align="center">
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<a href="https://pypi.python.org/pypi/csaps"><img src="https://img.shields.io/pypi/v/csaps.svg" alt="PyPI version" /></a>
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<a href="https://csaps.readthedocs.io/en/latest/?badge=latest"><img src="https://readthedocs.org/projects/csaps/badge/?version=latest" alt="Documentation Status" /></a>
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<a href="https://travis-ci.org/espdev/csaps"><img src="https://travis-ci.org/espdev/csaps.svg?branch=master" alt="Build status" /></a>
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<a href="https://coveralls.io/github/espdev/csaps?branch=master"><img src="https://coveralls.io/repos/github/espdev/csaps/badge.svg?branch=master" alt="Coverage Status" /></a>
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<a href="https://pypi.python.org/pypi/csaps"><img src="https://img.shields.io/pypi/pyversions/csaps.svg" alt="Supported Python versions" /></a>
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<a href="https://choosealicense.com/licenses/mit/"><img src="https://img.shields.io/pypi/l/csaps.svg" alt="License" /></a>
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</p>
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**csaps** is a Python package for univariate, multivariate and n-dimensional grid data approximation using cubic smoothing splines.
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The package can be useful in practical engineering tasks for data approximation and smoothing.
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## Installation
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Python 3.6 or above is supported.
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Use pip for installing:
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```
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pip install -U csaps
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```
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The module depends only on NumPy and SciPy.
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The module depends only on NumPy and SciPy. Python 3.6 or above is supported.
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## Simple Examples
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plt.show()
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```
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![univariate](https://user-images.githubusercontent.com/1299189/72231304-cd774380-35cb-11ea-821d-d5662cc1eedf.png)
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<p align="center">
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<img src="https://user-images.githubusercontent.com/1299189/72231304-cd774380-35cb-11ea-821d-d5662cc1eedf.png" alt="univariate" />
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<p/>
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A surface data smoothing:
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plt.show()
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```
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![surface](https://user-images.githubusercontent.com/1299189/72231252-7a9d8c00-35cb-11ea-8890-487b8a7dbd1d.png)
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<p align="center">
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<img src="https://user-images.githubusercontent.com/1299189/72231252-7a9d8c00-35cb-11ea-8890-487b8a7dbd1d.png" alt="surface" />
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<p/>
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## Documentation
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assets/logo.png

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