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Summary: This diff introduces support for custom datasets in PrivacyGuard and provides comprehensive tutorials—both script and notebook formats—on how to utilize this feature. * Modified `dataset.py` in the `privacy_guard/shadow_model_training` directory. Added a new `CustomDataset` class, enabling users to work with custom datasets in PrivacyGuard. * Added `custom_dataset_tutorial.ipynb` in the `privacy_guard/github/tutorial_notebooks` directory. This file provides a tutorial on integrating custom datasets with PrivacyGuard, including an example implementation of a custom dataset class. Reviewed By: iden-kalemaj Differential Revision: D94982552
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Summary:
This diff introduces support for custom datasets in PrivacyGuard and provides comprehensive tutorials—both script and notebook formats—on how to utilize this feature.
Modified
dataset.pyin theprivacy_guard/shadow_model_trainingdirectory.Added a new
CustomDatasetclass, enabling users to work with custom datasets in PrivacyGuard.Added
custom_dataset_tutorial.ipynbin theprivacy_guard/github/tutorial_notebooksdirectory.This file provides a tutorial on integrating custom datasets with PrivacyGuard, including an example implementation of a custom dataset class.
Reviewed By: iden-kalemaj
Differential Revision: D94982552