Add PreDist notebook and some refactoring#17
Merged
Conversation
…he notebook `notebooks/PreDist/PreDist.ipynb` to show how to apply the EnergyFaultDetector on the PreDist dataset. Also adds the `criticality` as method to the `FaultDetectionResult`, for easy access and plotting.
Some refactoring: Moving from os.path to pathlib.Path for file handling (wip).
…, change to float64 through config)
… fault detector clearer
…t_dataset.py to replace string values for.
…ning the file structure.
…docstrings and comments in PreDist.ipynb and predist_utils.py.
cgueck895
approved these changes
Jan 13, 2026
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
2 participants
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Adds the PreDist notebook (notebooks/PreDist/PreDist.ipynb) showing how to apply the EnergyFaultDetector on the PreDist dataset.
Changes
evaluation.PreDistDataset: A class to (down)load and prepare data from the PreDist dataset.FaultDetectionResultnow also has a method to load saved results and a utility methodcriticality, which wraps theutils.analysis.calculate_criticalityfunction.pathlib.Pathfor file paths as well. Start moving fromos.pathto thepathliblibrary.FaultDetectorto save memory. Iffloat64is needed, this can be configured (Config.dtype).quick_fault_detectionmodule (caused by the DataPreprocessor update)