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Previous studies by Argaman et al. [12], Chen et al. [21], Pfeiffer et al. [22] and Valverde et al. [23] had used promoter and terminator signals to predict sRNAs but did not provide computational scripts for general use.
Unfortunately, the computational scripts used in this study were not provided to users.
Additionally, all computational scripts used in the work reported here are found at the GitHub repository, http://github.com/marekborowiec/metazoan_phylogenomics.git These scripts, written in R and Python languages, have been well-annotated and allow for customized input.
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The in-house developed script (and all further computational scripting) was run on a 16 core 128 Gb Ram Linux server, running CentOS 5.2.
Computational tools are also provided in the form of computer scripts to automate the process of additional data collection.
Therefore, the end-user does not need advanced computational or scripting knowledge to be able to leverage the analysis features.
For this purpose, an interactive plug-in which is applied in different stages of mass housing design has been developed as a computational tool by scripts of 3Ds Max software.
Compared to traditional scripts, computational notebooks represent an important advance in improving reproducibility through improving human understanding.
Additionally, Web Collage supports the computational representation of CSCL scripts using the IMS Learning Design standard thus enabling the deployment and enactment of such scripts in compliant learning platforms.
The act of sharing scientific knowledge is rapidly evolving away from traditional articles and presentations to the delivery of executable objects that integrate the data and computational details (e.g., scripts and workflows) upon which the findings rely.
"For me the responses are thoughtful and powerful reflections on the contemporary conditions in which our lives seem to be increasingly determined by various scripts and computational processes".
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com