Metadata-Version: 2.4
Name: miRW
Version: 0.2.1
Summary: miRW: A Multi-Omics Random Walk Framework for Sample-Independent Construction of Personalized Protein Interaction Networks in Cancer
Author-email: "Zihao Chen; Dmitrij Frischman" <zihaochenn@gmail.com>
License: MIT
Project-URL: Homepage, https://github.com/bioUroZC/miRW
Project-URL: Issues, https://github.com/bioUroZC/miRW/issues
Keywords: Random Walk,bioinformatics,Multi-Omics,Protein Interaction Networks
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Classifier: Intended Audience :: Science/Research
Classifier: Topic :: Scientific/Engineering :: Bio-Informatics
Requires-Python: >=3.8
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: numpy>=1.21
Requires-Dist: pandas>=1.5
Requires-Dist: networkx>=2.8
Requires-Dist: scipy>=1.9
Dynamic: license-file

# miRW

**miRW: A Multi-Omics Random Walk Framework for Sample-Independent Construction of Personalized Protein Interaction Networks in Cancer**

miRW provides a computational framework for constructing personalized protein interaction networks by integrating multi-omics data and a modulation-adjusted Random Walk with Restart (RWR) strategy. This tool enables sample-specific network refinement and supports downstream analysis for cancer research and other complex diseases.

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## Installation

Install the latest release via pip:

```bash
pip install miRW
