Treffer: PyGenePlexus: a Python package for gene discovery using network-based machine learning.

Title:
PyGenePlexus: a Python package for gene discovery using network-based machine learning.
Authors:
Mancuso, Christopher A1,2 (AUTHOR), Liu, Renming1 (AUTHOR), Krishnan, Arjun1,3 (AUTHOR) arjun.krishnan@cuanschutz.edu
Source:
Bioinformatics. Feb2023, Vol. 39 Issue 2, p1-3. 3p.
Subject Terms:
*PYTHON programming language, *GENE regulatory networks, *SUPERVISED learning, *INTERNET servers, *MACHINE learning, *GENES, *MOLECULAR interactions
Database:
Academic Search Index

Weitere Informationen

Summary PyGenePlexus is a Python package that enables a user to gain insight into any gene set of interest through a molecular interaction network informed supervised machine learning model. PyGenePlexus provides predictions of how associated every gene in the network is to the input gene set, offers interpretability by comparing the model trained on the input gene set to models trained on thousands of known gene sets, and returns the network connectivity of the top predicted genes. Availability and implementation https://pypi.org/project/geneplexus/ and https://github.com/krishnanlab/PyGenePlexus. Supplementary information Supplementary data are available at Bioinformatics online. [ABSTRACT FROM AUTHOR]