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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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Using AdditiveMechanism in Combiners
#422
dvadym
closed
1 year ago
1
Computing ratio data dropped in Utility Analysis
#421
dvadym
closed
1 year ago
0
Factory method for creating AdditiveMechanism
#420
dvadym
closed
1 year ago
0
Introducing AdditiveMechanism class
#419
dvadym
closed
1 year ago
0
Private contribution bounds computation
#418
RamSaw
closed
1 year ago
1
Refactor analysis output metrics, part 8: perform_utility_analysis with new combiners
#417
dvadym
closed
1 year ago
0
Refactor analysis output metrics: part 7 Cross-partition metrics combiner
#416
dvadym
closed
1 year ago
1
Utility analysis performance optimization
#415
dvadym
closed
1 year ago
1
Refactor analysis output metrics: part 6 Merging cross-partition utility metrics
#414
dvadym
closed
1 year ago
0
Refactor analysis output metrics: part 5 Converting per partition to cross partition metrics
#413
dvadym
closed
1 year ago
0
Refactor analysis output metrics: part 4 Dataclass helpers
#412
dvadym
closed
1 year ago
0
Refactor analysis output metrics: part 3 Per-partition partition selection metrics to cross-partition
#411
dvadym
closed
1 year ago
0
(WIP) Utility analysis dataclass refactoring
#410
dvadym
closed
1 year ago
1
Refactor analysis output metrics: part 2 Per-partition utlity metrics to cross-partition
#409
dvadym
closed
1 year ago
1
Added notebook with example for spark on AWS glue
#408
ricardocarvalhods
closed
1 year ago
1
Fixed Dockerfile to be able to use beam or spark inside container
#407
ricardocarvalhods
closed
1 year ago
0
Dockerfile ok for java and beam
#406
ricardocarvalhods
closed
1 year ago
1
(WIP) Support to PLD composition #259
#405
ricardocarvalhods
opened
1 year ago
0
Extend muti parameter analysis configuration with noise_kind and partition_selection_strategy
#404
dvadym
closed
1 year ago
1
Added test for merge lists
#403
dvadym
closed
1 year ago
0
(WIP) Refactor analysis output metrics2
#402
dvadym
closed
1 year ago
1
Fix handling stage names in private_beam
#401
dvadym
closed
1 year ago
1
Refactor analysis output metrics: part 1 Adding new metrics
#400
dvadym
closed
1 year ago
0
Support tuning of PRIVACY_ID_COUNT metric
#399
dvadym
closed
1 year ago
1
Update version to 0.2.1rc3 and PyDP dependecy to 1.1.3rc4
#398
dvadym
closed
1 year ago
0
fix to description of usage of public partitions
#397
cahlheim
closed
1 year ago
1
Add AggregateParams to utility analysis results
#396
dvadym
closed
1 year ago
0
Introducing public_partitions_already_filtered
#395
dvadym
closed
1 year ago
0
Added Contributions Page
#394
ricardocarvalhods
closed
1 year ago
0
Create a guideline how to run PipelineDP on AWS
#393
dvadym
opened
1 year ago
2
Create a guideline how to run PipelineDP on GCP
#392
dvadym
opened
1 year ago
0
Minor example fix
#391
dvadym
closed
1 year ago
0
Change version to 0.2.1rc2
#390
dvadym
closed
1 year ago
0
Fix docstring of the output argument for tuning
#389
dvadym
closed
1 year ago
0
Speedup of utility combiners
#388
dvadym
closed
1 year ago
0
Expose explain computations in API
#387
dvadym
closed
1 year ago
0
Expose contributions_already_enforced in SparkAPI
#386
dvadym
closed
1 year ago
0
Fix split budget for multi configuration in Utility Analysis
#385
dvadym
closed
1 year ago
1
Fix linf sensitivity computation in DP sum tests of dp_compute_test
#384
monsieurmuffin
closed
1 year ago
0
Refactoring: tests comparing dataclasses now rely on the common function
#383
miracvbasaran
closed
1 year ago
0
Tiny test fix
#382
dvadym
closed
1 year ago
0
Refactoring of Combiners, PrivacyIdCount and Count now use Sum
#381
miracvbasaran
closed
1 year ago
0
Implement cross-partition metrics for Sum
#380
miracvbasaran
closed
1 year ago
0
Renaming utility_analysis_new folder to analysis
#379
dvadym
closed
1 year ago
1
Computing histograms from pre-aggregated data
#378
dvadym
closed
1 year ago
0
Expose UniqueLabelGenerator from BeamBackend
#377
dvadym
closed
1 year ago
0
Refactor UtilityAnalysisEngine.analyze
#376
dvadym
closed
1 year ago
0
Moving dataclasses to a separate file
#375
dvadym
closed
1 year ago
0
Rename compute_dataset_histograms
#374
dvadym
closed
1 year ago
0
Run utility analysis on pre-aggregated data
#373
dvadym
closed
1 year ago
0
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