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I generated new diagrams using https://www.gituml.com/, separating them in two: one for the data processing phase, and another one for the ML pipeline (training + testing + export).
I also deleted the .sh file we had to generate class diagrams. gituml.com is much more intuitive and convenient, it's interactive if we wish to edit some of the classes from the diagram, and stores the generated diagrams permanently on Amazon AWS.
Even if PR #492 and #515 are not merged yet, I used those branches for generating the new class diagrams.