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15		-The Showcase is implemented as a series of interactive Jupyter Notebooks covering the individual logical steps and can be accessed in a dedicated public EBRAINS collab.
	15	+The Showcase is implemented as a series of interactive Jupyter notebooks covering the individual logical steps and can be accessed in a dedicated public EBRAINS collab.
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17		-An EBRAINS collab (as this one dedicated to the SGA3 D1.5 Deliverable) is a virtual environment providing access to a few interlinked services: Wiki, Drive, Bucket and Lab. The //Wiki// is this web interface that allows to visually navigate through the components of a collab and allows for basic documentation to be presented in the form of webpages. The //Drive// provides storage for small files. It is the local filesystem of a collab in which the documentation, the notebooks and all the supporting code are placed. The //Bucket// is a storage service for larger files. In the present collab, the Bucket holds the pre-computed results from the extensive parameter sweeps and model optimizations to allow skipping the computationally demanding steps. The //Lab// service is an instance of JupyterLab—an interactive computing environment—where the notebooks can be run and worked with. The Lab displays the code and the Notebooks that are stored in the Drive.
	17	+An EBRAINS collab (as this one dedicated to the SGA3 D1.5 Deliverable) is a virtual environment providing access to a few interlinked services: Wiki, Drive, Bucket and Lab. The //Wiki// is this web interface that allows to visually navigate through the components of a collab and allows for basic documentation to be presented in the form of webpages. The //Drive// provides storage for small files. It is the local filesystem of a collab in which the documentation, the notebooks and all the supporting code are placed. The //Bucket// is a storage service for larger files. In the present collab, the Bucket holds the pre-computed results from the extensive parameter sweeps and model optimizations to allow skipping the computationally demanding steps. The //Lab// service is an instance of JupyterLab—an interactive computing environment—where the notebooks can be run and worked with. The Lab displays the code and the notebooks that are stored in the Drive.
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19	19	The Jupyter notebooks in this collab will load all required Python modules including //Siibra// and //The Virtual Brain//, and the interfaces for launching the computationally demanding parts in the HPC infrastructure.
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25		-Running the notebooks requires an EBRANS account with permissions to access the Lab and programmatic access to the Knowledge Graph API. In addition, to interact with the HPC infrastructure, the user needs access to an active allocation on the corresponding FENIX site. Lastly, the virtual ageing brain notebooks write data to the Bucket storage—please make a private working copy of this Collab using the notebook [[copy_showcase1_collab.ipynb>>https://lab.ch.ebrains.eu/hub/user-redirect/lab/tree/shared/SGA3%20D1.2%20Showcase%201/copy_showcase1_collab.ipynb]]. If you encounter any issues running the notebooks, please contact [[The Virtual Brain Facility Hub>>mailto:jan.fousek@univ-amu.fr]].
	25	+Running the notebooks requires an EBRANS account with permissions to access the Lab and programmatic access to the Knowledge Graph API. In addition, to interact with the HPC infrastructure, the user needs access to an active allocation on the corresponding FENIX site. Lastly, the virtual ageing brain notebooks write data to the Bucket storage.
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	27	+Please, to avoid overwriting precomputed data, make first a private working duplicate of this Collab using the notebook [[copy_showcase1_collab.ipynb>>https://lab.ch.ebrains.eu/hub/user-redirect/lab/tree/shared/SGA3%20D1.2%20Showcase%201/copy_showcase1_collab.ipynb]]. If you encounter any issues running the notebooks, please contact [[The Virtual Brain Facility Hub>>mailto:jan.fousek@univ-amu.fr]].
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