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10 commits

Author SHA1 Message Date
abigailt
a37ff06df8 Squashed commit of the following: 
commit d53818644e
Author: olasaadi <92303887+olasaadi@users.noreply.github.com>
Date:   Mon Mar 7 20:12:55 2022 +0200

    Build the dt on all features anon (#23)

    * add param to build the DT on all features and not just on QI
    * one-hot encoding only for categorical features

commit c47819a031
Author: abigailt <abigailt@il.ibm.com>
Date:   Wed Feb 23 19:40:11 2022 +0200

    Update docs

commit 7e2ce7fe96
Merge: 7fbd1e4 752871d
Author: abigailt <abigailt@il.ibm.com>
Date:   Wed Feb 23 19:26:44 2022 +0200

    Merge remote-tracking branch 'origin/main' into main

commit 7fbd1e4b90
Author: abigailt <abigailt@il.ibm.com>
Date:   Wed Feb 23 19:22:54 2022 +0200

    Update version and docs

commit 752871dd0c
Author: olasaadi <92303887+olasaadi@users.noreply.github.com>
Date:   Wed Feb 23 14:57:12 2022 +0200

    add minimization notebook (#22)

    * add german credit notebook to showcase new features (minimize only some features and categorical features)

    * add notebook to show minimization data on a regression problem
 2022-04-25 17:39:30 +03:00
Ola Saadi
ac5d82aab6 Wrapper minimizer (#20) 
* apply dataset wrapper on minimizer
* apply changes on minimization notebook
* add black_box_access and unlimited_queries params
 2022-04-18 13:14:49 +03:00
olasaadi
66c86dc595 fix notebook and add features_names to ArrayDataset 
and allow providing features names in QI and Cat features not just indexes
 2022-03-24 19:32:24 +02:00
olasaadi
137167fb0c update notebooks 2022-03-23 21:52:06 +02:00
olasaadi
cb9278ddb5
Support regression models (#19) 
* support DecisionTreeRegressor

* support regression models

* Update membership_inference_dp_diabetes_reg.ipynb
 2022-01-26 14:30:58 +02:00
abigailt
e44da7d1b5 Notebook fix 2021-08-18 07:51:23 +03:00
abigailgold
43952e2332
Minimization fixes (#12) 
* Fixes related to corner cases in calculating generalizations

* Fix print

* Fix corner cases in transform as well

* Improve prints + bug fixes in calculation of feature to remove

* Notebook demonstrating ai minimization
 2021-08-17 21:19:48 +03:00
abigailt
dc43c9db94 Fix link in notebook 2021-08-02 11:50:43 +03:00
abigailt
f0f8b76cc3 Notebook demonstrating attack with differential privacy defense. 2021-04-29 09:52:55 +03:00
abigailt
5665c2e79d Initial commit 2021-04-28 14:00:19 +03:00