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Library for Spatiotemporal Pattern Network

Project description

STPN

This is the official homepage for SpatioTemporal Pattern Network (STPN) PyPi releases

STPN Flowchart

To-do

  • Multi-target
  • Complete demo
  • Link STPN Papers
  • Release new version in PyPi
  • Doc explaining different discetization
  • Doc explaining depth, tau and complexity
  • Flowchart explaining STPN process
  • Use UCI dataset as demo
  • Discuss get_close_match() in util.py
  • Test pd.crosstab() missing states when constructing TM
  • Modify inference() to optionally return probabilities
  • Update eval_() for multiclass results and add results saving option

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