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There is an error when running examples code in https://krokotsch.eu/rul-datasets/api/rul_datasets/baseline/.
Error msg is " AttributeError: 'RulDataModule' object has no attribute '_data' " when executing baseline_dm.train_dataloader().

I guess baseline_dm.prepare_data(); baseline_dm.setup() should be executed first.

Just wondering where the rul-estimator package can be accessed from in docs/use_cases/libraries.md

Hi,
might it be that the output of the test dataset is missing quite a lot of samples for each FD?

As far as I understand, each dataset consists out of multiple trajectories and each trajectory has a certain number of cycles. When using a sliding window approach, you slide through every trajectory individually, collecting multiple cycles (per trajectory) within one window. For instance: FD1 has 100 test trajectories. So, applying a sliding window (of let's say 40) should result in almost 2000 time series snippets / windows. Now, your test.dataloader only outputs 100 time series snippets. In fact, the number of snippets is always equal to the number of trajectories within each FD. Therefore, skewing the final test RMSE.

Hi,
quick question: within the C-MAPSS dataset, is it possible to apply a MinMax Scaler on the y-values as well?

ERROR: Could not find a version that satisfies the requirement rul-datasets (from versions: none)
ERROR: No matching distribution found for rul-datasets