https://github.com/krzjoa/sciquence

Time series & sequence processing in Python 🗠
https://github.com/krzjoa/sciquence

dynamic-time-warping machine-learning python scikit-learn sequence-search sequences time-series

Last synced: 3 months ago
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Time series & sequence processing in Python 🗠

• Host: GitHub
• URL: https://github.com/krzjoa/sciquence
• Owner: krzjoa
• License: mit
• Created: 2016-12-22T23:19:38.000Z (about 8 years ago)
• Default Branch: master
• Last Pushed: 2021-11-15T08:11:39.000Z (about 3 years ago)
• Last Synced: 2024-10-11T09:19:48.220Z (3 months ago)
• Topics: dynamic-time-warping, machine-learning, python, scikit-learn, sequence-search, sequences, time-series
• Language: Python
• Homepage: https://sciquence.readthedocs.io
• Size: 903 KB
• Stars: 5
• Watchers: 5
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# sciquence

![Python 2.7](https://img.shields.io/badge/python-2.7-blue.svg) 

[![PyPI version](https://badge.fury.io/py/sciquence.svg)](https://badge.fury.io/py/sciquence) 

[![Build Status](https://travis-ci.org/krzjoa/sciquence.svg?branch=master)](https://travis-ci.org/krzjoa/sciquence) 

[![Documentation status](https://readthedocs.org/projects/sciquence/badge/?version=latest)]( http://sciquence.readthedocs.io/en/latest)

[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT) 

Time series & sequences processing in Python.

## Features

* Sequence manipulation functions: splitting, cutting etc.

* Searching algorithms, e.g.: longest subsequence with given minimal mean threshold

* Dynamic Time Warping

* Representations: PAA, SAX

* Classifiers: SAX-VSM classifier

## Installation

To install current bleeding-edge *sciquence* version, simply use command::

```bash

 sudo pip install git+https://github.com/krzjoa/sciquence.git

```