Ring_BP_Python

Python code and data files for building ring Bio-Z to BP regression models

Installation of Packages

Use the package manager pip to install packages.

pip install numpy 
pip install pandas
pip install tensorflow
pip install scipy
pip install matplotlib
pip install seaborn
pip install sklearn

Requirements

numpy == 1.20.1
pandas == 1.2.4
tensorflow == 2.7.0
scipy == 1.6.2
matplotlib == 3.3.4
seaborn == 0.11.1
sklearn == 1.1.3

Usage

To run subject specific model results for Bio-Z to BP estimation run:

python subject_specific_regression.py

To run the supplementary leave subject out analysis for Bio-Z to BP estimation run:

python leave_subjects_out_regression.py