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The TimeStudio Project: An open source scientific workflow system for the behavioral and brain sciences

机译:TimeStudio项目:用于行为和脑科学的开源科学工作流系统

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摘要

This article describes a new open source scientific workflow system, the TimeStudio Project, dedicated to the behavioral and brain sciences. The program is written in MATLAB and features a graphical user interface for the dynamic pipelining of computer algorithms developed as TimeStudio plugins. TimeStudio includes both a set of general plugins (for reading data files, modifying data structures, visualizing data structures, etc.) and a set of plugins specifically developed for the analysis of event-related eyetracking data as a proof of concept. It is possible to create custom plugins to integrate new or existing MATLAB code anywhere in a workflow, making TimeStudio a flexible workbench for organizing and performing a wide range of analyses. The system also features an integrated sharing and archiving tool for TimeStudio workflows, which can be used to share workflows both during the data analysis phase and after scientific publication. TimeStudio thus facilitates the reproduction and replication of scientific studies, increases the transparency of analyses, and reduces individual researchers’ analysis workload. The project website () contains the latest releases of TimeStudio, together with documentation and user forums.
机译:本文介绍了一种新的开源科学工作流程系统TimeStudio Project,该系统致力于行为科学和大脑科学。该程序用MATLAB编写,具有图形用户界面,可对通过TimeStudio插件开发的计算机算法进行动态流水线处理。 TimeStudio包括一组通用插件(用于读取数据文件,修改数据结构,可视化数据结构等)和一组专门开发用于分析与事件相关的眼动数据的插件,以作为概念证明。可以创建自定义插件以在工作流中的任何位置集成新的或现有的MATLAB代码,从而使TimeStudio成为灵活的工作台,用于组织和执行各种分析。该系统还为TimeStudio工作流提供了一个集成的共享和存档工具,该工具可以在数据分析阶段和科学出版后共享工作流。因此,TimeStudio促进了科学研究的复制和复制,增加了分析的透明度,并减少了单个研究人员的分析工作量。项目网站()包含TimeStudio的最新版本,以及文档和用户论坛。

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