/HDHT_paper

The repo to reproduce the results in HDFP paper

Primary LanguageJupyter Notebook

This repo containing the code of simulation and real data for HDHT paper

To run the code, it is suggested to use docker, you can pull my image via

docker pull huaqingjin/hdf:orthbasis

docker run -it --name test huaqingjin/hdf:orthbasis /bin/bash
  • The python scripts for running my results are in python_scripts folder

You may run it with

python simu_settingns.py --cs 0 --setting n1

Refer to python_scripts readme file for details.

  • The notebooks for analyzing results are in notebooks folder.

  • Main python code are in mypkg code

    • mypkg/optimization/opt.py contains the may class for HDHT, you may refer to this file on how to use it
  • matlab_scripts folder contains the code for get PSD from raw time series as well as the code for Bootstrap method (credit to Prof Kaijie Xue)

  • A clean version of my HDHT implentation is ongoing.