Yanhua Sun
856eda3aa1
Explicitly replace "import tensorflow" with "tensorflow.compat.v1"
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PiperOrigin-RevId: 290355582
2020-02-07 10:18:46 -08:00
Steve Chien
d69879d360
Changes to make Tensorflow Privacy compatible with TF 2.0.
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PiperOrigin-RevId: 277561553
2019-10-30 12:33:02 -07:00
Steve Chien
1ce8cd4032
Restructure TF Privacy to be more in line with other repos in the TF ecosystem.
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PiperOrigin-RevId: 274674077
2019-10-14 15:29:52 -07:00
Nicolas Papernot
bb7956ed7e
fix keras typo
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PiperOrigin-RevId: 258434656
2019-07-16 13:59:14 -07:00
Galen Andrew
d5dcfec745
Remove set_denominator functions from DPQuery and make QueryWithLedger easier to use.
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set_denominator was added so that the batch size doesn't need to be specified before constructing the optimizer, but it breaks the DPQuery abstraction. Now the optimizer uses a GaussianSumQuery instead of GaussianAverageQuery, and normalization by batch size is done inside the optimizer.
Also instead of creating all DPQueries with a PrivacyLedger and then wrapping with QueryWithLedger, it is now sufficient to create the queries with no ledger and QueryWithLedger will construct the ledger and pass it to all inner queries.
PiperOrigin-RevId: 251462353
2019-06-04 10:14:32 -07:00
Nicolas Papernot
a06bc6c99b
fix imports for v1 and make the versioning more explicit through LooseVersion
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PiperOrigin-RevId: 249732562
2019-05-23 15:57:08 -07:00
Ilya Mironov
9cece21d92
Clean-up pass to eliminate warnings: replacing deprecated endpoints with recommended versions and annotating test sizes.
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PiperOrigin-RevId: 246901723
2019-05-06 14:50:23 -07:00
A. Unique TensorFlower
ab466b156c
Check batch_size % microbatches = 0 and calculate privacy budget only when dpsgd is set.
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PiperOrigin-RevId: 244949900
2019-04-23 16:40:33 -07:00
Steve Chien
3dc2b398d2
Closes #41
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PiperOrigin-RevId: 241786994
2019-04-03 12:48:25 -07:00
Nicolas Papernot
3c1e9994eb
fix vector loss issue with Keras by instantiate a loss object
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PiperOrigin-RevId: 239483918
2019-03-20 15:08:58 -07:00
Nicolas Papernot
0ebd134d99
Closes #33
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PiperOrigin-RevId: 239129202
2019-03-18 22:42:01 -07:00
Nicolas Papernot
517584d7a6
add Keras tutorial
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PiperOrigin-RevId: 236199395
2019-02-28 14:35:28 -08:00
