IBM/differential-privacy-library

Python 904 stars

Diffprivlib: The IBM Differential Privacy Library

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#	Title	Author	Time	Reviews	Blocks
#98	[BUG] Fixes for sklearn 1.6 and LogisticRegressionClassifier	@naoise-h	7 days	3	✓
#92	[MNT] Prepare for Numpy 2.0 and Scikit-Learn 1.5	@naoise-h	1 month	1	✓
#91	[BUG] Fixes for scikit-learn v1.4	@naoise-h	6m	0	✓
#90	[BUG] Fix bounds calculation in nanmean, etc.	@naoise-h	33m	0	✓
#89	[DOC] Updating documentation	@naoise-h	3.7h	0	✓
#85	[BUG] Fix `random_state` bug in `quantile`	@naoise-h	33m	0	✓
#86	[BUG] Fixes `_Node` class for scikit-learn v1.3	@naoise-h	7m	0	✓
#78	Update readme adding known publications	@stefano81	17 days	1	✓
#77	[MNT] Diffprivlib 0.6.2	@naoise-h	1 day	2	✓
#75	[MNT] diffprivlib 0.6.1	@naoise-h	2.1h	1	✓
#74	[MNT] Diffprivlib 0.6	@naoise-h	6 days	1	✓
#72	[ENH] Add random state support to diffprivlib	@naoise-h	1 month	0	✓
#70	[ENH] Refactor RandomForestClassifier	@naoise-h	2 days	0	✓
#67	[BUG] Making crlibm an optional dependency	@naoise-h	2 days	3	✓
#65	Hotfix for Scikit-Learn 1.1.0	@naoise-h	1.2h	0	✓
#46	[FEA] Add implementation of snapping mechanism	@danrr	6 months	7	2×
#61	[MNT] Diffprivlib 0.5.1	@naoise-h	22m	0	✓
#55	[MNT] Diffprivlib 0.5	@naoise-h	3 days	2	✓
#54	[ENH] Transition to Github Actions	@naoise-h	2.9h	2	✓
#41	[feature] Add DP Random Forest Classifier algorithm	@mismayil	5 months	11	3×