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Google's Colaboratory is a free online cloud-based Jupyter notebook environment on Google-hosted machines, with some added features, like the possibility to attach a GPU or a TPU if needed with 12 hours of continuous execution time. After that, the whole virtual machine is cleared and one has to start again. The user can run multiple CPU, GPU, and TPU instances simultaneously, but the resources are shared between these instances.
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Open the use-case
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Colab notebook
The notebook for this tutorial can be found here. The .ipynb file is also available in the attachment section and in this GitHub repository.
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The user must be sure to work on a copy of it on his/her Google Drive in both cases!
In order to do this, the login to the user must have a personal Google account is necessary.
Input files
The data sets files are on the Recas Bari's ownCloud and are automatically loaded by the notebook. In case, they are also available here and here.
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