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29 commits

Author SHA1 Message Date
abigailgold
57e38ea4fa
Support for many new model output types (#93) 
* General model wrappers and methods supporting multi-label classifiers
* Support for pytorch multi-label binary classifier
* New model output types + single implementation of score method that supports multiple output types. 
* Anonymization with pytorch multi-output binary model
* Support for multi-label binary models in minimizer. 
* Support for multi-label logits/probabilities
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Signed-off-by: abigailt <abigailt@il.ibm.com>
 2024-07-03 09:04:59 -04:00
abigailgold
cb70ca10e6
Fix calculation of score for pytorch models when a single column of probabilities is used for binary classification (#91) 
Signed-off-by: abigailt <abigailt@il.ibm.com>
 2024-01-21 06:56:57 -05:00
abigailgold
5dce961092
Support 1-hot encoded features in anonymization + fixes related to encoding in minimization (#86) 
* Support 1-hot encoded features in anonymization (#72)
* Fix anonymization adult notebook + new notebook to demonstrate anonymization on 1-hot encoded data

* Minimizer: No default encoder, if none provided data is supplied to the model as is. Fix data type of representative values. Fix and add more tests.

Signed-off-by: abigailt <abigailt@il.ibm.com>
 2023-10-19 11:48:15 +03:00
abigailgold
8a9ef80146
Increase version to 0.2.0 (#74) 
* Remove tensorflow dependency if not using keras model
* Remove xgboost dependency if not using xgboost model
* Documentation updates

Signed-off-by: abigailt <abigailt@il.ibm.com>
 2023-05-08 12:50:55 +03:00
abigailgold
d52fcd0041
Formatting (#68) 
Fix most flake/lint errors and ignore a few others

Signed-off-by: abigailt <abigailt@il.ibm.com>
 2022-12-25 15:13:57 +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
olasaadi
74ce92acc4 fix 2022-07-26 18:37:44 +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
olasaadi
4973fbebc6 fix 2022-07-19 21:16:39 +03:00
olasaadi
07e64b1f86 fix 2022-07-04 12:58:35 +03:00
olasaadi
af7d615628 fix 2022-07-04 12:55:58 +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
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
olasaadi
f484135d84 add classes and implement some functions 2022-05-08 13:50:58 +03:00