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https://github.com/MaxBenChrist/tspreprocess

A Python package to preprocess time series
https://github.com/MaxBenChrist/tspreprocess

Last synced: 6 days ago
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A Python package to preprocess time series

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README

        

**Disclaimer: This package is WIP. Do not take any APIs for granted.**

============
tspreprocess
============

Time series can contain noise, may be sampled under a non fitting rate or just need to be compressed.
*tspreprocess* is a library for such preprocessing tasks. It contains tools to transform and clean time series data for better analyses.

In detail, we are planning to add methods to do

* Denoising
* Compression
* Resampling
* ...

Our goal is to make this the most comprehensive time series preprocessing library.

Installation
============

Clone the repo, cd into it and install it with pip locally

.. code-block:: Python

git clone https://github.com/MaxBenChrist/tspreprocess
cd tspreprocess
pip install -e .

You can run the test suite by

.. code-block:: Python

python setup.py test

Relation to *tsfresh*
=====================

This package will based on the data formats from the python feature extraction pacakge *tsfresh*
(https://github.com/blue-yonder/tsfresh), allowing a seamless integration between both packages.