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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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Change PipelineDP histogram error estimator to use epsilon and delta …
#522
lagodiuk
closed
2 weeks ago
0
python-dp version conflict
#521
jpgoldberg
opened
2 months ago
1
Web site update
#520
dvadym
closed
2 months ago
0
Small web site update
#519
dvadym
closed
2 months ago
0
Update utility analysis on web-site
#518
dvadym
closed
2 months ago
0
Remove old utility analysis
#517
dvadym
closed
2 months ago
1
Utility analysis demo for PEPR
#516
dvadym
closed
2 months ago
1
Introduce boolean variable for enabling/disabling of cross partition contribution bounding
#515
dvadym
closed
3 months ago
0
Add pre_thresholding to Beam PrivatePCollection API
#514
dvadym
closed
3 months ago
0
Spark Connect Support
#513
wchau
opened
7 months ago
3
Sum per partition histogram
#512
dvadym
closed
8 months ago
0
Fix setting partition selection field in utility analysis result
#511
dvadym
closed
8 months ago
0
Fix for Histogram lower computations
#510
dvadym
closed
8 months ago
0
Update the version to 0.2.2rc2
#509
dvadym
closed
9 months ago
0
Deriving Spark DataFrame schema on converting from RDD to DataFrame
#508
dvadym
closed
9 months ago
0
Implement 1 BudgetAccount per one configuration in utility analysis
#507
dvadym
closed
9 months ago
1
(Refactoring) Drop using CombinerParams Class in Utility analysis combiners
#506
dvadym
closed
9 months ago
0
Implement mean in DataFrame API
#505
dvadym
closed
9 months ago
0
Fix noise_std computation in utility analysis
#504
dvadym
closed
9 months ago
0
Add noise to the pre-aggregated data
#503
dvadym
closed
8 months ago
0
Update to the version v0.2.2rc1
#502
dvadym
closed
9 months ago
0
Implement groupby by multiple columns in Spark DataFrame API
#501
dvadym
closed
9 months ago
0
Update to version 0.2.1
#500
dvadym
closed
10 months ago
0
Remove not needed validation on privacy_id_extractor
#499
dvadym
closed
10 months ago
0
v0.2.1.rc7
#498
dvadym
closed
10 months ago
0
Update PipelineDP version to 0.2.1rc6
#497
dvadym
closed
10 months ago
0
Choosing noise_kind and partition selection strategy in parameter tuning
#496
dvadym
closed
9 months ago
0
Spark Dataframe API
#495
dvadym
closed
10 months ago
0
Post aggregation thresholding
#494
dvadym
closed
9 months ago
0
DataFrame API: QueryBuilder
#493
dvadym
closed
10 months ago
0
Experimental Dataframe API
#492
dvadym
opened
10 months ago
0
(Experiments) Experimentation with DataFrames
#491
dvadym
opened
10 months ago
0
Fix python version in Dockerfile
#490
schwering
closed
11 months ago
0
(WIP) Post aggregation thresholding
#489
dvadym
closed
10 months ago
1
Contribution bounding with Group By privacy unit
#488
dvadym
opened
11 months ago
0
Utility analysis for pre-thresholding
#487
dvadym
closed
11 months ago
0
Add upper bound into frequency bin of a histogram.
#486
RamSaw
closed
11 months ago
0
Update version to 0.2.1rc5 and remove hard dependency to dp_accounting
#485
dvadym
closed
11 months ago
0
Add logic for finding `max_sum_per_partition` candidates
#484
RamSaw
closed
11 months ago
0
Remove quantiles strategy
#483
RamSaw
closed
12 months ago
0
Update version to 0.2.1rc4 and PyDP dependecy to 1.1.4
#482
dvadym
closed
12 months ago
0
Do not sample per partition when min/max_sum_per_partitions is set
#481
dvadym
closed
12 months ago
0
Add support to compute linf sum contributions histogram
#480
RamSaw
closed
1 year ago
0
Fix Utility analysis on preagregation
#479
dvadym
closed
1 year ago
1
Add partition selection strategy for UtilityReport
#478
dvadym
closed
1 year ago
0
Small refactoring in DPEngine
#477
dvadym
closed
1 year ago
0
Adding input params validation for PLD accounting
#476
dvadym
closed
12 months ago
0
Type annotation polishings
#475
dvadym
closed
1 year ago
0
Computing privacy_id_count and count in PerPartitionUtilityResults
#474
dvadym
closed
1 year ago
1
Update supported Python versions and PyDP version
#473
dvadym
closed
1 year ago
0
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