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Author SHA1 Message Date
abigailt
805a489201 Add method to get predict function from blackbox classifier, add loss and optimizer params for pytorch models to generate shadow models 
Signed-off-by: abigailt <abigailt@il.ibm.com>
 2022-11-09 14:42:55 +02:00
abigailt
44d012857f Add loss and optimizer as properties 
Signed-off-by: abigailt <abigailt@il.ibm.com>
 2022-10-19 17:29:40 +03:00
abigailgold
1385f31dcf
Merge pull request #58 from IBM/pytorch_wrapper 
Wrapper for Pytorch models
 2022-08-02 17:23:46 +03:00
abigailt
64038f76f9 Merge with main 2022-08-01 18:12:03 +03:00
abigailt
dc5cc793ee Merge with main 2022-08-01 18:11:34 +03:00
abigailt
a9e2a35e18 Add support for xgboost XGBClassifier (#53) 2022-07-28 17:21:24 +03:00
olasaadi
74ce92acc4 fix 2022-07-26 18:37:44 +03:00
abigailt
a13415ad67 Externalize BlackboxClassifier dataset (x and predictions) 2022-07-25 16:31:45 +03:00
abigailt
fb534f7a0f BlackboxClassifier based on predictions to work with DatasetWithPredictions 2022-07-25 16:31:45 +03:00
abigailt
77a6e08c8e Keras regression support 2022-07-24 18:45:50 +03:00
Ron Shmelkin
521a2ccda9
add art to requirements.txt 2022-07-24 15:34:04 +03:00
Ron Shmelkin
15d7008224
remove self from array2numpy and array2torch_tensor functions 2022-07-24 15:32:09 +03:00
Ron Shmelkin
c77e34e373
update pytorch wrapper to use torch loaders 
fix tests
and dataset style
 2022-07-24 14:31:47 +03:00
olasaadi
fdc6005fce add validation set 2022-07-22 01:01:45 +03:00
olasaadi
65388da605 fix docstring 2022-07-20 18:39:53 +03:00
olasaadi
c2c7a01078 fix bug 2022-07-20 18:36:58 +03:00
olasaadi
6f69f5557b fix bug 2022-07-20 18:29:48 +03:00
olasaadi
3bf26b67d2 fix 2022-07-20 17:36:00 +03:00
abigailt
a7d156660e Wrap predict method in BlackBoxClassifierPredictMethod to avoid exception in ART when supplied method returns scalars 2022-07-20 13:33:19 +03:00
abigailt
1cc73b3da1 Check for mismatch between model output type and actual output 2022-07-20 13:33:19 +03:00
abigailt
bc7ab0cc7f Add model type to blackbox classifier (#49) 2022-07-20 13:33:19 +03:00
olasaadi
4973fbebc6 fix 2022-07-19 21:16:39 +03:00
abigailt
bc28f7f26a Return None where no predictions are available 2022-07-12 09:47:32 +03:00
abigailgold
00f9c16863
Support additional use cases for data (#46) 
* Make ART black box classifier not apply preprocessing to data
* Add option to store predictions (in addition to x,y) in Dataset and Data classes
 2022-07-11 14:28:09 +03:00
Shlomit Shachor
e25e58b253
enhance calculation of nb classes + tests (#45) 
* update get_nb_classes method to handle 1-hot and scalar input
 2022-07-05 11:32:17 +03:00
olasaadi
07e64b1f86 fix 2022-07-04 12:58:35 +03:00
olasaadi
af7d615628 fix 2022-07-04 12:55:58 +03:00
natali
50317a8d67 fix for keras model check_and_transform_label_format requires nb_classes 2022-07-03 09:59:41 +03:00
abigailgold
c6eb553a9f
Blackbox predict method (#43) 
* Support output probabilities
* Support black box classifier with predict method
* Update requirements (security alert #1)
 2022-06-30 18:23:53 +03:00
Natalia Razinkov
bb224cd3dd
Bug fix for PytorchData dataset 2022-06-26 15:15:51 +03:00
Shlomit Shachor
1c4b963add
Wrappers no train (#40) 
1) Handle train None in Data
2) Update BB Classifier to handle None either for train or test (x or y)
 2022-06-26 14:43:22 +03:00
olasaadi
21cba95a28 fix 2022-06-06 14:32:34 +03:00
olasaadi
c954f53ad7 fix 2022-06-06 14:02:40 +03:00
olasaadi
302d0c4b8c update 2022-06-02 15:25:07 +03:00
olasaadi
a3fb68fb56 update 2022-05-30 12:52:32 +03:00
olasaadi
8de77f9afd update 2022-05-30 11:52:47 +03:00
olasaadi
023f8764da update 2022-05-30 11:51:22 +03:00
olasaadi
8459d6961f fix 2022-05-23 13:35:09 +03:00
olasaadi
59d8b16bb4 fix 2022-05-23 12:49:38 +03:00
olasaadi
019f49861d fix 2022-05-23 12:15:35 +03:00
abigailgold
dfa684da6b
Consistent one-hot-encoding (#38) 
* Reuse code between generalize and transform methods

* Option to get encoder from user

* Consistent encoding for decision tree and generalizations (separate from target model encoding)
 2022-05-22 18:02:33 +03:00
abigailt
7055d5ecf6 Fix bug in pruning loop + fix test 2022-05-19 18:07:03 +03:00
abigailt
186f11eaaf Fix misclassification of categorical features with no generalizations (now appear under the 'untouched' category) 2022-05-19 16:42:31 +03:00
olasaadi
e0385b0d04 score 2022-05-19 04:40:02 +03:00
olasaadi
7539ca0ead save checkpoints 2022-05-19 04:29:55 +03:00
olasaadi
521c8ce041 fix 2022-05-17 16:57:21 +03:00
abigailgold
fe676fa426
New model wrappers (#32) 
* keras wrapper + blackbox classifier wrapper (fix #7)

* fix error in NCP calculation

* Update notebooks

* Fix #25 (incorrect attack_feature indexes for social feature in notebook)

* Consistent naming of internal parameters
 2022-05-12 15:44:29 +03:00
olasaadi
f484135d84 add classes and implement some functions 2022-05-08 13:50:58 +03:00
abigailgold
fd6be8e778
Documentation updates (#29) 
* Bump version to 0.1.0 (breaking changes to some APIs)

* Update documentation

* Update requirements

* gitignore
 2022-05-02 11:46:18 +03:00
abigailgold
014aed9670
Update requirements (#28) 
* Bump version to 0.1.0 (breaking changes to some APIs)
* Update documentation
* Update requirements
 2022-05-01 15:49:18 +03:00