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Timeseries Analysis

Summary

A sandbox for time series experiments.

Installation

$ pip install -r requirements.txt

Use

$ python xxx.py

Examples

Timeseries to complex networks

  1. Visibility Graphs. COMPLETE

Imaging a Timeseries

  1. Recurrence Plots. COMPLETE
  2. Gramain Angular Field Plots. COMPLETE
  3. Markov Transition Fields Plots. COMPLETE

Timeseries Metrics

  1. Dynamic Time Warping. COMPLETE

Hierarchical Clustering Analysis

  1. Agglomerative: "bottom-up". TODO
  2. Divisive: "top-down". TODO

Links

Doc

  1. Python Package for Time Series Classification - PSTS
  2. DTAIDistance for Dynamic Time Warping and Clustering - DTAI

Github

  1. Python Package for Time Series Classification - PSTS
  2. DTAIDistance for Dynamic Time Warping and Clustering - DTAI

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