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tensorflow
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privacy
Library for training machine learning models with privacy for training data
Apache License 2.0
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Sparsity Preserving DP-SGD in TF Privacy [4 of 4]
#576
copybara-service[bot]
opened
1 day ago
0
Sparsity Preserving DP-SGD in TF Privacy [3 of 4]
#575
copybara-service[bot]
opened
1 day ago
0
Sparsity Preserving DP-SGD in TF Privacy [2 of 4]
#574
copybara-service[bot]
opened
1 day ago
0
Sparsity Preserving DP-SGD in TF Privacy [1 of 4]
#573
copybara-service[bot]
closed
18 hours ago
0
DPPL research code
#572
lsc64
opened
1 week ago
0
M work
#571
meesteve
closed
1 week ago
2
poly2 work
#570
meesteve
closed
1 week ago
2
Expose `noise_multiplier` and `l2_norm_clip` as public read-only attributes.
#569
copybara-service[bot]
closed
3 weeks ago
0
Update depdency: packaging
#568
lifepillar
opened
3 weeks ago
0
Increments dp-accounting version in requirements
#567
copybara-service[bot]
closed
1 month ago
0
Improve numerical stability of RDP computation.
#566
copybara-service[bot]
closed
2 months ago
0
Add compatability for Einsum layers with dynamic shapes.
#565
copybara-service[bot]
closed
2 months ago
0
Add support for multi-headed models that use fast gradient clipping.
#564
copybara-service[bot]
closed
2 months ago
0
Improves user/group-level accounting in compute_dp_sgd_privacy_lib
#563
copybara-service[bot]
closed
1 month ago
0
Remove duplicate requirement.
#562
copybara-service[bot]
closed
2 months ago
0
Is this project abandoned?
#560
zedoul
opened
2 months ago
2
Any recommended way to save a tf privacy model?
#559
zedoul
opened
2 months ago
0
Set TensorFlow version to at most 2.15.0 to avoid problems with using Keras 3.
#558
copybara-service[bot]
closed
2 months ago
0
import tensorflow_privacy -> AttributeError
#557
zedoul
opened
2 months ago
0
Implement fast gradient clipping for loss functions that use inputs that are fed into shared weights.
#556
copybara-service[bot]
closed
2 months ago
0
Module Not Found Error
#555
WisamAbbasi
opened
3 months ago
0
Update README.md to reflect the split in PyPI packages.
#554
copybara-service[bot]
closed
4 months ago
0
In setup_empirical.py, increase version of required tensorflow-privacy package to 0.9.0.
#553
copybara-service[bot]
closed
4 months ago
0
Fix small error in setup_empirical.py.
#552
copybara-service[bot]
closed
4 months ago
0
Increase version to 0.9.0 after splitting off TF empirical privacy package.
#551
copybara-service[bot]
closed
4 months ago
0
Remove scripts from deprecated directory.
#550
copybara-service[bot]
closed
4 months ago
0
Split TensorFlow Privacy pypi package into two parts-- one for DP training, and one for privacy tests.
#549
copybara-service[bot]
closed
4 months ago
0
Fix statsmodels version to 0.14.0, since 0.14.1 causes a breakage.
#548
copybara-service[bot]
closed
6 months ago
0
Temporarily disable two unit tests while fixing a problem with multiprocessor setup.
#547
copybara-service[bot]
closed
6 months ago
0
Add a metric for TA-DP-FTRL,
#546
copybara-service[bot]
closed
6 months ago
0
Fix packaging import.
#545
copybara-service[bot]
closed
6 months ago
0
Add support for PLD Accountant in computing DP-SGD privacy statement [TF Privacy]
#544
copybara-service[bot]
closed
7 months ago
0
Incompatible with hub.KerasLayer
#543
hguan6
closed
7 months ago
1
Add support for fast clipping of dense layer gradients where the dimension of the input is larger than 1.
#542
copybara-service[bot]
closed
7 months ago
0
Add utility functions for unwrapping BERT encoder layers into individual Keras layers.
#541
copybara-service[bot]
closed
6 months ago
0
Add a parameter to the noise function that explicitly specifies the loss reduction type.
#540
copybara-service[bot]
closed
7 months ago
0
Implement and test a registry function for `tf.keras.layers.MultiHeadAttention`.
#539
copybara-service[bot]
closed
7 months ago
0
Fix classification_privacy.ipynb
#538
vertexcite
opened
8 months ago
1
Internal Code Change
#537
copybara-service[bot]
opened
8 months ago
0
Update the Python package scripts to use Python 3.11 explicitly.
#536
copybara-service[bot]
closed
8 months ago
0
Update the Python package scripts to use Python 3.11 explicitly.
#535
copybara-service[bot]
closed
8 months ago
0
Update the Python package scripts to use Python 3.11 explicitly.
#534
copybara-service[bot]
closed
8 months ago
0
Add a description to the TFP Python package.
#533
copybara-service[bot]
closed
8 months ago
0
Update the documentation in the TFP `requirements.txt`.
#532
copybara-service[bot]
closed
8 months ago
0
Update the Python package scripts to use Python 3.10 explicitly.
#531
copybara-service[bot]
closed
8 months ago
0
Bump version for github/pypi release with new `tensorflow-probability` dependency.
#530
copybara-service[bot]
closed
8 months ago
0
Update TFP `setup.py` to document the required versions of Python.
#529
copybara-service[bot]
closed
8 months ago
0
Remove unneeded `tensorflow-privacy` dependencies.
#528
copybara-service[bot]
closed
8 months ago
0
Update to the latest version of `tensorflow-probablity`.
#527
copybara-service[bot]
closed
8 months ago
0
Remove unneeded `tensorflow-privacy` dependencies.
#526
copybara-service[bot]
closed
8 months ago
0
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