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
codemypkg/optimization/opt.py
contains the may class forHDHT
, 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.