Apache License 2.0

Radboud University Medical Center

Netherlands eScience Center

| Badges | |
|:----:|----|
| **Packages and Releases** | [![Latest release](https://img.shields.io/github/release/biomarkersparkinson/paradigma.svg)](https://github.com/biomarkersparkinson/paradigma/releases/latest) [![PyPI](https://img.shields.io/pypi/v/paradigma.svg)](https://pypi.python.org/pypi/paradigma/)  [![Static Badge](https://img.shields.io/badge/RSD-paradigma-lib)](https://research-software-directory.org/software/paradigma) |
| **DOI** | [![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.13838393.svg)](https://doi.org/10.5281/zenodo.13838393) |
| **Build Status** | [![](https://img.shields.io/badge/python-3.10+-blue.svg)](https://www.python.org/downloads/) [![Build and test](https://github.com/biomarkersParkinson/paradigma/actions/workflows/build-and-test.yml/badge.svg)](https://github.com/biomarkersParkinson/paradigma/actions/workflows/build-and-test.yml) [![pages-build-deployment](https://github.com/biomarkersParkinson/paradigma/actions/workflows/pages/pages-build-deployment/badge.svg)](https://github.com/biomarkersParkinson/paradigma/actions/workflows/pages/pages-build-deployment) |
| **License** |  [![GitHub license](https://img.shields.io/github/license/biomarkersParkinson/paradigma)](https://github.com/biomarkersparkinson/paradigma/blob/main/LICENSE) |



Paradigma is a Python package (see [documentation](https://biomarkersparkinson.github.io/paradigma/)) for processing wearable sensor data to identify digital biomarkers for Parkinson’s disease. It simplifies the analysis of gait and photoplethysmography (PPG) data using a unified Time Series Data Format (TSDF), helping researchers extract key PD biomarkers. Future updates will add tremor detection and more feature extraction tools.


## Installation

The package is available in PyPi and requires [Python 3.10](https://www.python.org/downloads/) or higher. It can be installed using:

```bash
pip install paradigma
```

Badges
Packages and Releases
DOI
Build Status
License

paradigma

What paradigma can do for you

Installation

Participating organisations

Related projects

Digital biomarkers for Parkinson’s disease

Related software

tsdf