https://github.com/alexminnaar/time-series-classification-and-clustering

Time series classification and clustering code written in Python.
https://github.com/alexminnaar/time-series-classification-and-clustering

Last synced: 4 days ago
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Time series classification and clustering code written in Python.

• Host: GitHub
• URL: https://github.com/alexminnaar/time-series-classification-and-clustering
• Owner: alexminnaar
• Created: 2013-12-26T21:36:58.000Z (almost 11 years ago)
• Default Branch: master
• Last Pushed: 2021-01-19T03:20:13.000Z (almost 4 years ago)
• Last Synced: 2024-08-03T01:13:31.814Z (3 months ago)
• Language: Jupyter Notebook
• Homepage:
• Size: 226 KB
• Stars: 774
• Watchers: 42
• Forks: 340
• Open Issues: 11
• Metadata Files:
  • Readme: README.md

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README

        
Time Series Classification and Clustering

=========================================

The work of [Dr. Eamonn Keogh at University of California Riverside](http://www.cs.ucr.edu/~eamonn/time_series_data/) has shown that a good way to classify time series is with a k-NN algorithm using a dynamic time warping similarity measure. 

This repo is meant to implement this time series classification method in Python.  The same techniques are also extended to clustering time series.

I have also written a [tutorial on this subject](http://nbviewer.ipython.org/github/alexminnaar/time-series-classification-and-clustering/blob/master/Time%20Series%20Classification%20and%20Clustering.ipynb).