General Dynamic Time Warping


Keywords
dynamic-programming, optimization, time-series, time-series-analysis
License
Apache-2.0
Install
pip install gdtw==1.1.2

Documentation

GDTW

Please visit the documentation and interactive demo site at https://dderiso.github.io/gdtw.

GDTW is a Python/C++ library that performs dynamic time warping. It is based on a paper by Dave Deriso and Stephen Boyd.

Installation

pip install gdtw

Documentation

For full documentation, including a quick-start tutorial, please see https://dderiso.github.io/gdtw.

Our Paper

Please see the published article.

Citing

@article{deriso2022general,
  title={A general optimization framework for dynamic time warping},
  author={Deriso, Dave and Boyd, Stephen},
  journal={Optimization and Engineering},
  pages={1--22},
  year={2022},
  publisher={Springer}
}

Linux

Limited Linux support. Currently supports Python 3.6 on: CentOS 7 rh-python38, CentOS 8 python38, Fedora 32+, Mageia 8+, openSUSE 15.3+, Photon OS 4.0+ (3.0+ with updates), Ubuntu 20.04+

See manylinux for latest list of versions supported under manylinux2014.