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Commits on Mar 2, 2023

• Bump up TensorFlow version.

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Commits on Dec 16, 2022

• Support partially known shape in random_in_norm_ball().

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Commits on Aug 19, 2022

• Qualify carls::ToAbslStatus() calls to prepare for new tensorflow::ToAbslStatus().

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Commits on Jul 29, 2022

• Create NSL version 1.4.0. See RELEASE.md for a list of changes included in this release.

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Commits on Jun 29, 2022

• Implement GraphRegularization.save().

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Commits on Jun 23, 2022

• Update package path from `collections` to `collections.abc` for Python 3.10 support.

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Commits on Jun 22, 2022

• Export `random_in_norm_ball` in `nsl.lib`.

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Commits on Jun 9, 2022

• Call base_model.save() for backward compatibility.

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• Polish the save&load notebook

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Commits on Feb 23, 2022

• Bump NumPy and TensorFlow version.

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Commits on Sep 14, 2021

• Bump TensorFlow version to 2.5.1 in /research/multi_representation_adversary

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Commits on Aug 4, 2021

• Merge pull request #85 from sayakpaul/master

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Commits on May 25, 2021

• Open-source code for Adversarial Robustness Across Representation Spaces

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Commits on Mar 6, 2021

• Retitle adversarial regularization tutorial.

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Commits on Mar 5, 2021

• Support random initialization for adversarial neighbor generation.

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Commits on Jan 6, 2021

• Implement random sampling in a norm ball.

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Commits on Jan 5, 2021

• Refactor adversarial_neighbor to reduce memory footprint by using tf.while_loop.

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Commits on Nov 25, 2020

• Export utility function nsl.lib.project_to_ball()

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Commits on Oct 20, 2020

• Generalize projection util to handle tensor collections.

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Commits on Oct 8, 2020

• Support Sequential models with DenseFeatures in AdversarialRegularization.

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Commits on Sep 11, 2020

• Update g3doc/tutorials/adversarial_keras_cnn_mnist.ipynb

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Commits on Sep 8, 2020

• Drop Python 2 support

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Commits on Aug 25, 2020

• Filter out non-differentiable tensors before passing to GradientTape.

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Commits on Aug 14, 2020

• Make the graph estimator test more robust.

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Commits on Aug 13, 2020

• Make the adversarial estimator test more robust.

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Commits on Jul 24, 2020

• Small fix on adversarial regularization tutorial for KDD.

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Commits on Jul 6, 2020

• Fix batch stat updates for graph-regularized estimator in TensorFlow 1.x

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Commits on Jun 26, 2020

• Fix batch stat updates for adversarial-regularized estimator in TensorFlow 1.x

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Commits on Jun 19, 2020

• Drop Python 2 tests.

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• internal change

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Commits on Jun 10, 2020

• Remove invalid test case for TF 2.2.

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Commits on Jun 9, 2020

• Only pass defined parameters to base Estimator's model_fn.

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Commits on Jun 8, 2020

• Update docstring for `AdversarialRegularization.perturb_on_batch`.

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Commits on Jun 3, 2020

• Support PGD adversarial regularization in Keras and Estimator APIs.

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Commits on Apr 6, 2020

• Add a constructor parameter for passing label features to base model.

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