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We want our customers to spend less time building workflows and solving redundant problems, and more time realizing their creative vision for the game".
Finally, computational chemist in charge of the model maintenance could carry out routine operations (like model retraining) in a very simple way, because the model building workflows were an integral part of the model design.
The Ansible orchestration engine allows users to avoid writing custom scripts or code to manage applications and uses a language that embraces the idea of building workflows that most people can understand, said Saïd Ziouani, co-founder and CEO of AnsibleWorks in an email interview this week.
Ergatis consists of a web interface for building workflows, a processing engine for execution and reusable components and templates that incorporate a suite of bioinformatics tools and tasks.
This notion of building workflows based upon queries designed using caTRIP's simple interface can provide a powerful tool for both researchers and clinicians.
Specifically, we are planning to draw a clear distinction between capabilities designed for technical users who are adept at building workflows, and users who have the domain expertize needed for validating the results of the processing of such workflows.
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Graphical abstract From compounds and data to models: a complete model building workflow in one package.
After completion of the QSAR model building workflow, outputs of each task are saved in the user's defined working directory (Additional file 1: Figure S6).
In this work, we illustrate and describe a model building workflow with an optimized feature selection methodology and show its application in real world examples, by directly fetching binding data for thirty different QSAR problems from an online manually curated database (ChEMBL [42]) and building models using runtime prepared processed data.
For building a model, the first step of the building workflow consist in normalizing the structures of the training series (normalize method), these structures are then used to compute the numerical description of their structures and to obtain the biological annotations present in the original file (extract method).
In summary, our example demonstrates that our curation and network building workflow can be used to provide a level of detail about protein forms and kinases that goes beyond the information available in STRING.
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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