TY - JOUR
T1 - PhyloJunction
T2 - A Computational Framework for Simulating, Developing, and Teaching Evolutionary Models
AU - Mendes, Fábio K.
AU - Landis, Michael J.
N1 - Publisher Copyright:
© 2024 The Author(s).
PY - 2024/11/1
Y1 - 2024/11/1
N2 - We introduce PhyloJunction, a computational framework designed to facilitate the prototyping, testing, and characterization of evolutionary models. PhyloJunction is distributed as an open-source Python library that can be used to implement a variety of models, thanks to its flexible graphical modeling architecture and dedicated model specification language. Model design and use are exposed to users via command-line and graphical interfaces, which integrate the steps of simulating, summarizing, and visualizing data. This article describes the features of PhyloJunction - which include, but are not limited to, a general implementation of a popular family of phylogenetic diversification models - and, moving forward, how it may be expanded to not only include new models, but to also become a platform for conducting and teaching statistical learning.
AB - We introduce PhyloJunction, a computational framework designed to facilitate the prototyping, testing, and characterization of evolutionary models. PhyloJunction is distributed as an open-source Python library that can be used to implement a variety of models, thanks to its flexible graphical modeling architecture and dedicated model specification language. Model design and use are exposed to users via command-line and graphical interfaces, which integrate the steps of simulating, summarizing, and visualizing data. This article describes the features of PhyloJunction - which include, but are not limited to, a general implementation of a popular family of phylogenetic diversification models - and, moving forward, how it may be expanded to not only include new models, but to also become a platform for conducting and teaching statistical learning.
KW - Evolutionary modeling
KW - graphical model
KW - simulation
UR - http://www.scopus.com/inward/record.url?scp=85212130806&partnerID=8YFLogxK
U2 - 10.1093/sysbio/syae048
DO - 10.1093/sysbio/syae048
M3 - Article
C2 - 39115380
AN - SCOPUS:85212130806
SN - 1063-5157
VL - 73
SP - 1051
EP - 1060
JO - Systematic Biology
JF - Systematic Biology
IS - 6
ER -