Split by page

Issue:

• currently, lines are shuffled to create splits => a single page contains training/validation/test lines
• as a result, the model sees samples from each page during training
• this makes the evaluation on the test set optimistic

How to fix it:

• split by page, so that we have entire pages in the validation/test set

What I did:

• split by page when creating the partitions
• fix tests