OrbitMap@KDD'19
Author: Yasuko Matsubara
Copyright (C) 2019--2020 Yasuko Matsubara & Yasushi Sakurai
OrbitMap is freely available for non-commercial purposes. If you intend to use OrbitMap for a commercial purpose, please contact us by email at [yasuko@sanken.osaka-u.ac.jp]
Introduction
This is a python code of OrbitMap.
https://www.dm.sanken.osaka-u.ac.jp/~yasuko/software.html#orbitmap
Quick demo
# OrbitMap sample (visualization)
$ make sample
# OrbitMap sample (visualization - animation)
$ make samplea
# OrbitMap demo
$ make demo
Installation
You will need to install "lmfit" and "pykalman",
- lmfit (in fit.py):
https://lmfit.github.io/lmfit-py/
- sklearn (in kf.py):
https://pykalman.github.io/
Datasets
Please see...
./_dat/./_out/
References
Yasuko Matsubara, Yasushi Sakurai, "Dynamic Modeling and Forecasting of Time-evolving Data Streams", SIGKDD 2019.
Updates
- Created: 2019-08-01
- Updated: 2019-12-23
- Updated: 2020-04-24
- Updated: 2020-05-09
- Updated: 2020-05-12