PhyloJunction: a computational framework for simulating, developing, and teaching evolutionary models.

IF 6.1 1区 生物学 Q1 EVOLUTIONARY BIOLOGY
F Abio K Mendes, Michael J Landis
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引用次数: 0

Abstract

We introduce PhyloJunction, a computational framework designed to facilitate the prototyping, test- ing, 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 paper 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.

PhyloJunction:模拟、开发和教授进化模型的计算框架。
我们介绍的 PhyloJunction 是一个计算框架,旨在促进进化模型的原型设计、测试和表征。PhyloJunction 以开源 Python 库的形式发布,其灵活的图形建模架构和专用的模型规范语言可用于实现各种模型。用户可通过命令行和图形界面进行模型设计和使用,这些界面集成了模拟、汇总和可视化数据等步骤。本文介绍了 PhyloJunction 的特点(包括但不限于流行的系统发育多样化模型系列的一般实现),以及如何将其扩展到不仅包括新模型,而且成为进行统计学习和教学的平台。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Systematic Biology
Systematic Biology 生物-进化生物学
CiteScore
13.00
自引率
7.70%
发文量
70
审稿时长
6-12 weeks
期刊介绍: Systematic Biology is the bimonthly journal of the Society of Systematic Biologists. Papers for the journal are original contributions to the theory, principles, and methods of systematics as well as phylogeny, evolution, morphology, biogeography, paleontology, genetics, and the classification of all living things. A Points of View section offers a forum for discussion, while book reviews and announcements of general interest are also featured.
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