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Would you please explain a bit about data preprocessing

Hello,
I would like to ask if observations are processed and aggregated into the 4 hours windows just like literature "Development and validation of a reinforcement learning algorithm to dynamically optimize Mechanical Ventilation in Critical Care"?
And How much time each time step corresponds to? Would you please explain a bit?
Thank you!

The file step_3_start.pkl was not found

Hello,
In the files mimic_dataset.py and mech_dataset.py, the files step_3_start.pkl, sample_and_hold, and sepsis were used, but they were not found in the data directory.

Would you please explain a bit?
Thank you!

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