SoftwareApplication
name: paradigma
description: A toolbox to calculate digital biomarkers for wearable sensors in Parkinson's disease.
description: | 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 ```
code repository: https://github.com/biomarkersParkinson/paradigma
programming language: Python
license:
  creative work: creativeWork
    name: Apache-2.0