Metadata-Version: 2.4
Name: QSignature
Version: 1.0.1
Summary: Model-free dynamical regime classification for causal time series data
Author-email: Ahmad Muhammad <ahmadmuhammad325@gmail.com>, Salim Jibrin Danbatta <salimdambatta@gmail.com>, Muhammad Abubakar Isah <maisah@ticaret.edu.tr>, Ibrahim Yahaya Muhammad <ibrahimyahayamuhammad@gmail.com>, Sulaiman Sulaiman Ahmad <Sulaiman365@gmail.com>, Abdelrahman Ghozlan <aamghuzlan@gmail.com>, Ahmet Sait AlAli <saitnuclear@gmail.com>
Maintainer-email: Ahmad Muhammad <ahmadmuhammad325@gmail.com>, Salim Jibrin Danbatta <salimdambatta@gmail.com>
License: MIT License
Project-URL: Homepage, https://github.com/1030ahmad1030/QSignature
Project-URL: Repository, https://github.com/1030ahmad1030/QSignature
Project-URL: Paper (Theorems), https://www.researchsquare.com/article/rs-8916580/v1
Project-URL: Paper (ISDFS 2026), https://ieeexplore.ieee.org/document/11459049
Keywords: signal-processing,time-series,dynamical-systems,classification,centroid,envelope,lambda,qspace,causal-inference,system-identification
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Topic :: Scientific/Engineering :: Physics
Classifier: Topic :: Scientific/Engineering :: Information Analysis
Requires-Python: >=3.9
Description-Content-Type: text/markdown
License-File: LICENSE.txt
Requires-Dist: numpy>=1.21.0
Requires-Dist: scipy>=1.7.0
Requires-Dist: pandas>=1.3.0
Requires-Dist: matplotlib>=3.4.0
Dynamic: license-file

# QSignature

**Model-free dynamical regime classification for time series data.**

## Installation

```bash
pip install QSignature
