/mtf-deep-dive

Deep dive on Markov transition fields applied to time series analysis

Primary LanguageJupyter NotebookMIT LicenseMIT

Deep dive on Markov transition fields

Deep dive on Markov transition fields and network graphs representation applied to time series analysis through imaging techniques.

This is a companion GitHub for this Medium article: Advanced visualization techniques for time series analysis.

This is a sample implementation linked to this paper:

  • Liu, Lu.; Wang, Zhiguang (2018) Encoding temporal Markov dynamics in graph for visualizing and mining time series, Arxiv.