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Each stage should not only preferably be independently executable, so that many community use cases are satisfied, but also be seamlessly connected to fulfill the integrated need of larger brain modeling projects.
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First: great group of cool peeps all hyper-engaged in geospatial data, tools, use cases, science, and community.
We used cases from two emerging data sharing communities in the environmental sciences a micrometeorology community (FLUXNET) and a satellite remote sensing community.
Despite the Western focus on neonatal encephalopathy and the fact that convulsions and/or a weak suck are among the most valid signs used in verbal autopsy algorithms to assign birth asphyxia as a cause of death [ 20], no TBAs and CHWs in the community used these signs to identify cases.
To elicit lay concepts of psychosis in local community, focus group discussions using case vignettes were employed.
We now investigate the consequences of this finding for collective behaviours in an ecological community, using ecological memory as a case study.
This is a community used to leadership.
The validator and normalizer bridge the gap between evolving BioPAX Level3 community best practices and multiple use cases from the community.
One hope is that, eventually, the tool will become open source, which will allow the community to discover new use cases for it or even improve it.
Taking these points into account, we believe that the adoption of RDF and community based ontologies allows novel use cases to be addressed using the ChEMBL data that would not otherwise be achievable.
So with OpenStack now being the de facto standard for running private clouds and most of the core projects being stable, the community has recently tackled new use cases that range from container support to edge computing and running machine learning workflows on OpenStack Clouds.
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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