IBM differential-privacy-library issues

IBM / differential-privacy-library

Diffprivlib: The IBM Differential Privacy Library

https://diffprivlib.readthedocs.io

MIT License

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issues

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Error with Scikit-learn version 1.5.0

#95 PaulineMauryL opened 1 week ago
0
Insecure noise primitives should be marked as such and/or removed entirely

#94 TedTed opened 1 month ago
2
DP-RF classification at epsilon=np.inf is dramatically worse than non-DP version (sklearn)

#93 kayakalison closed 1 month ago
3
[MNT] Prepare for Numpy 2.0 and Scikit-Learn 1.5

#92 naoise-h closed 4 months ago
0
[BUG] Fixes for scikit-learn v1.4

#91 naoise-h closed 8 months ago
1
[BUG] Fix bounds calculation in nanmean, etc.

#90 naoise-h closed 1 year ago
1
[DOC] Updating documentation

#89 naoise-h closed 1 year ago
1
[BUG] Fix bounds calculation in nanmean, etc.

#88 naoise-h closed 1 year ago
1
nanmean is broken

#87 marty90 closed 1 year ago
1
[BUG] Fixes `_Node` class for scikit-learn v1.3

#86 naoise-h closed 1 year ago
1
[BUG] Fix `random_state` bug in `quantile`

#85 naoise-h closed 1 year ago
1
Adds AdaBoost to diffprivlib Models.

#84 UPstartDeveloper closed 1 year ago
1
Add a Differentially-Private AdaBoost model

#83 UPstartDeveloper closed 1 month ago
0
adds IsolationForest model

#82 sanika-bharambe closed 1 year ago
2
IsolationForest.py

#81 mrunmayeewaykar closed 1 year ago
1
Handling of NaNs

#80 naoise-h opened 1 year ago
0
Computing multiple quantiles always uses a new random state

#79 daniel-vos closed 1 year ago
1
Update readme adding known publications

#78 stefano81 closed 1 year ago
1
[MNT] Diffprivlib 0.6.2

#77 naoise-h closed 1 year ago
1
using mechanisms individually

#76 canoztas closed 1 year ago
2
[MNT] diffprivlib 0.6.1

#75 naoise-h closed 1 year ago
1
[MNT] Diffprivlib 0.6

#74 naoise-h closed 1 year ago
1
Implementation of Decision Tree

#73 haaksb closed 1 year ago
1
[ENH] Add random state support to diffprivlib

#72 naoise-h closed 1 year ago
2
Factor of 2 in objective for DP logistic regression

#71 fl16180 opened 2 years ago
0
[ENH] Refactor RandomForestClassifier

#70 naoise-h closed 2 years ago
1
ImportError: cannot import name 'DiffprivlibMixin'

#69 Wang-ue closed 2 years ago
0
predict_proba method

#68 Zeyu-Shen closed 1 year ago
1
[BUG] Making crlibm an optional dependency

#67 naoise-h closed 2 years ago
4
diffprivlib failed to be installed in Windows 10 due to the crlibm dependency

#66 shlomihod closed 2 years ago
3
Hotfix for Scikit-Learn 1.1.0

#65 naoise-h closed 2 years ago
0
DP Random Forest Performance Issues

#64 jan0b closed 1 year ago
3
LinearRegression giving incorrect results

#63 anirban-nath closed 2 years ago
1
DP Random Forest Classifier failed when applying predict function

#62 JoaoRodrigues9 closed 1 year ago
7
[MNT] Diffprivlib 0.5.1

#61 naoise-h closed 2 years ago
1
Any explanation for DP？

#60 Hiramdu closed 2 years ago
1
random forest bug

#59 Hiramdu closed 2 years ago
3
Meaning of bounds.

#58 BismeetSingh closed 2 years ago
3
ML Support

#57 Hiramdu closed 2 years ago
3
[question] About the gamma distribution noise used in the vector mechanism

#56 arafubeatbox closed 2 years ago
2
[MNT] Diffprivlib 0.5

#55 naoise-h closed 3 years ago
1
[ENH] Transition to Github Actions

#54 naoise-h closed 3 years ago
1
Add Codecov

#53 naoise-h closed 3 years ago
1
Add required files to facilitate contribution

#52 stefano81 closed 3 years ago
1
Updating dependencies

#51 naoise-h closed 3 years ago
0
change idx in line 174 of randomise() function

#50 justanotherlad closed 3 years ago
0
Array index out of bounds in https://github.com/IBM/differential-privacy-library/blob/main/diffprivlib/tools/quantiles.py#L134

#49 justanotherlad closed 3 years ago
4
Different lengths of probabilities and measure arrays in /mechanisms/exponential.py#L130

#48 justanotherlad closed 3 years ago
3
Implement secure random sampling for Laplace, Gaussian, Vector and Bingham

#47 naoise-h closed 3 years ago
0
[FEA] Add implementation of snapping mechanism

#46 danrr closed 2 years ago
7