PyGenePlexus: a Python package for gene discovery using network-based machine learning.
Bioinformatics
; 39(2)2023 02 03.
Article
em En
| MEDLINE
| ID: mdl-36721325
ABSTRACT
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.
Texto completo:
1
Coleções:
01-internacional
Base de dados:
MEDLINE
Assunto principal:
Software
/
Biologia Computacional
Tipo de estudo:
Prognostic_studies
Idioma:
En
Ano de publicação:
2023
Tipo de documento:
Article