/GPR-SPC

Gaussian Progress Regression and Stochastic Process Control for monitoring data

Primary LanguageCGNU General Public License v3.0GPL-3.0

GPR-SPC

Gaussian Progress Regression and Stochastic Process Control for monitoring data

[Python]

  1. open the file in Jupyter Notebook or Vscode and run the code
  2. the file will load data from '.mat' files
  3. results will be printed out and visualized

[C]

  1. check the instructions at the beginning of the code
  2. note to install dependencies
  3. some results will be output to files
  4. visualization is done by python script 'visualization.ipynb', so complie GPRSPC.c and run the executable first and use 'visualization.ipynb' to checkout the results

[Implementation_Arduino] serving as the transition from theory development to Xnode

device:

  1. Arduino Uno R3/R4
  2. Ethernet Shield W5100 (to use its SD card module)