jax_privacy
Algorithms for Privacy-Preserving Machine Learning in JAX
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최종 버전 다운로드 (.zip)- assign-pr.yml
- ci.yml
- examples.yml
- stale.yml
- update_lockfile.yml
- welcome.yml
- berrada2023unlocking.bib
- de2022unlocking.bib
- class.rst
- function.rst
- module.rst
- batch_selection.md
- conf.py
- contribution_guide.rst
- core_library.rst
- examples_guide.md
- index.rst
- installation.md
- introduction.md
- keras_api.rst
- library_design.md
- overview.md
- paper_reproductions.md
- sharp_edges_dp_training_pitfalls.md
- sharp_edges_mixed_precision.md
- sharp_edges_variable_batch_sizes.md
- sharp_edges_vmap_sharding.md
- support.md
- troubleshooting.md
- balls_in_bins_accounting.py
- data_loading.py
- distributed_noise_generation.py
- dp_logistic_regression.py
- dp_sgd_flax_linen_mnist.ipynb
- dp_sgd_keras_gemma3_lora_finetuning_samsum.ipynb
- dp_sgd_keras_gemma3_synthetic_data.ipynb
- dp_sgd_transformer.py
- dpmf_strategy_optimization.py
- jax_api_example.py
- keras_api_example.py
- secure_noise_example.py
- __init__.py
- delta_calculation.py
- sample_generation.py
- __init__.py
- compilation_utils.py
- discrete_gaussian.py
- README.md
- training.py
- __init__.py
- _checks.py
- banded.py
- buffered_toeplitz.py
- dense.py
- optimization.py
- README.md
- sensitivity.py
- streaming_matrix.py
- toeplitz.py
- __init__.py
- _compilation.py
- _multi_owner.py
- _validate.py
- accounting.py
- auditing.py
- batch_selection.py
- clipping.py
- execution_plan.py
- keras_api.py
- noise_addition.py
- optimizers.py
- sharding_utils.py
- training.py
- delta_calculation_test.py
- sample_generation_test.py
- compilation_utils_test.py
- discrete_gaussian_test.py
- _checks_test.py
- banded_test.py
- buffered_toeplitz_test.py
- dense_test.py
- optimization_test.py
- sensitivity_test.py
- streaming_matrix_test.py
- toeplitz_test.py
- _multi_owner_test.py
- accounting_test.py
- auditing_test.py
- batch_selection_test.py
- clipping_test.py
- distributed_noise_generation_test.py
- execution_plan_test.py
- gradient_clipping_test.py
- keras_api_e2e_test.py
- keras_api_test.py
- noise_addition_test.py
- optimizers_test.py
- sharding_utils_test.py
- training_test.py
- .flake8
- .gitignore
- .markdownlint-cli2.jsonc
- .pylintrc
- .readthedocs.yaml
- CHANGELOG.md
- CITATION.cff
- CONTRIBUTING.md
- LICENSE
- pylock.toml
- pyproject.toml
- README.md
// repository documentation
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