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OpenMined
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PipelineDP
PipelineDP is a Python framework for applying differentially private aggregations to large datasets using batch processing systems such as Apache Spark, Apache Beam, and more.
https://pipelinedp.io/
Apache License 2.0
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Make histogram.max_value to be method instead of property
#471
dvadym
closed
12 months ago
0
Creating Additive mechanism from standard deviation
#470
dvadym
closed
11 months ago
1
Allow find candidates for select_partition
#469
dvadym
closed
12 months ago
0
Remove deprecated API arguments
#468
dvadym
closed
1 year ago
0
Fix scaling partition info
#467
dvadym
closed
1 year ago
1
Fix computing weighted average for UtilityReports
#466
dvadym
closed
1 year ago
0
Compute public partition summary
#465
dvadym
closed
1 year ago
0
(Refactoring) Drop AdditiveMechanismSpec, use MechanismSpec instead
#464
dvadym
closed
1 year ago
0
Custom combiner improvements
#463
dvadym
closed
1 year ago
1
Small polishing
#462
dvadym
closed
1 year ago
1
Implement pure logarithmic grid for candidates search.
#461
RamSaw
closed
1 year ago
0
Add more candidates if l0/linf candidate sets have fewer candidates than requested
#460
RamSaw
closed
1 year ago
0
Implement pure logarithmic grid for candidates search.
#459
RamSaw
closed
1 year ago
0
Histogram error estimator
#458
dvadym
closed
1 year ago
0
(Polishing) Dropping return_per_partition argument
#457
dvadym
closed
1 year ago
0
Fix type annotations
#456
dvadym
closed
1 year ago
0
Remove test with runtime warning
#455
RamSaw
closed
1 year ago
0
Search parameters grid with constant relative step
#454
RamSaw
closed
1 year ago
0
Renaming of SumMetrics fields
#453
dvadym
closed
1 year ago
0
Renaming in UtilityReportBin
#452
dvadym
closed
1 year ago
0
Implementation of computing sensitivity according to max_contributions
#451
dvadym
closed
1 year ago
0
Small updates of typing and documentation for CustomCombiner
#450
dvadym
closed
1 year ago
1
Decrease test flakiness
#449
dvadym
closed
1 year ago
0
Utility report per partition size
#448
dvadym
closed
1 year ago
0
Dropping not used code
#447
dvadym
closed
1 year ago
1
Removing old DP mean computation code
#446
dvadym
closed
1 year ago
0
Mean mechanism implementation
#445
dvadym
closed
1 year ago
0
Search parameters grid with constant relative step
#444
RamSaw
closed
1 year ago
0
Pre-thresholding
#443
dvadym
closed
1 year ago
0
Removing not used code
#442
dvadym
closed
1 year ago
1
(Refactoring) Renaming function to finish removal of the old code
#441
dvadym
closed
1 year ago
1
(Refactoring) Remove old code for tuning (part2)
#440
dvadym
closed
1 year ago
0
(Refactoring) Remove old code for tuning (part1)
#439
dvadym
closed
1 year ago
0
(Refactoring) Split histograms.py file and move to a separate dir
#438
dvadym
closed
1 year ago
0
Computing percentage data dropped from histograms.
#437
dvadym
closed
1 year ago
0
L1 contribution histogram
#436
dvadym
closed
1 year ago
1
Fix custom combiners
#435
dvadym
closed
1 year ago
0
Refactoring of annotate, formatting & test changes
#434
miracvbasaran
closed
1 year ago
0
Remove deprecated features
#433
dvadym
closed
1 year ago
1
Add noise in explain computation report
#432
dvadym
closed
1 year ago
1
Precomputation of histogram tails
#431
RamSaw
opened
1 year ago
0
Fix PLD computations
#430
dvadym
closed
1 year ago
1
Make conditions for skipping PySpark tests more precise
#429
RamSaw
closed
1 year ago
0
Compute Sensitivities for COUNT, SUM, PRIVACY_ID_COUNT
#428
dvadym
closed
1 year ago
0
Do not modify UtilityReports in map
#427
dvadym
closed
1 year ago
0
Small docstring changes & refactoring in histograms & parameter_tuning
#426
miracvbasaran
closed
1 year ago
0
Do not modify UtilityReports in Combiners
#425
dvadym
closed
1 year ago
0
Refactor analysis output metrics, part 9: tune using perform_utility_analysis_new
#424
dvadym
closed
1 year ago
0
Metric equal operator fix
#423
dvadym
closed
1 year ago
0
Using AdditiveMechanism in Combiners
#422
dvadym
closed
1 year ago
1
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