├── .editorconfig ├── .github └── workflows │ ├── run_linter.yml │ └── run_tests.yml ├── .gitignore ├── .readthedocs.yml ├── CONTRIBUTING.md ├── LICENSE ├── MANIFEST.in ├── README.md ├── docs ├── Makefile ├── README.md ├── requirements.txt └── source │ ├── _static │ ├── objax.js │ └── theme_overrides.css │ ├── advanced │ ├── gradients.rst │ ├── io.rst │ ├── jit.rst │ └── variables_and_modules.rst │ ├── conf.py │ ├── dev │ ├── adding_module.rst │ └── setup.rst │ ├── examples.rst │ ├── faq.rst │ ├── index.rst │ ├── installation_setup.rst │ ├── notebooks │ ├── Custom_Networks.ipynb │ ├── Logistic_Regression.ipynb │ └── Objax_Basics.ipynb │ ├── objax │ ├── functional.rst │ ├── index.rst │ ├── io.rst │ ├── jaxboard.rst │ ├── nn.rst │ ├── objax.rst │ ├── optimizer.rst │ ├── privacy.rst │ ├── random.rst │ ├── util.rst │ └── zoo.rst │ └── tutorials.rst ├── examples ├── README.md ├── fixmatch │ ├── README.md │ ├── fixmatch.py │ ├── libml │ │ ├── __init__.py │ │ ├── augment │ │ │ ├── __init__.py │ │ │ ├── augment.py │ │ │ ├── core.py │ │ │ ├── ctaugment.py │ │ │ ├── randaugment │ │ │ │ ├── __init__.py │ │ │ │ ├── augment_ops.py │ │ │ │ └── randaugment.py │ │ │ └── tf_ctaugment.py │ │ ├── data │ │ │ ├── __init__.py │ │ │ ├── core.py │ │ │ ├── fsl.py │ │ │ └── ssl.py │ │ ├── models.py │ │ ├── train.py │ │ ├── util.py │ │ └── zoo │ │ │ ├── convnet.py │ │ │ └── resnet.py │ └── scripts │ │ ├── create_datasets.py │ │ ├── create_split.py │ │ ├── create_unlabeled.py │ │ └── extract_accuracy.py ├── gpt-2 │ ├── README.md │ └── gpt2.py ├── image_classification │ ├── README.md │ ├── __init__.py │ ├── cifar10_advanced.py │ ├── cifar10_simple.py │ ├── horses_or_humans_logistic.py │ ├── imagenet_pretrained_vgg.md │ ├── imagenet_pretrained_vgg.py │ ├── imagenet_resnet50.md │ ├── imagenet_resnet50_data.py │ ├── imagenet_resnet50_train.py │ ├── mnist_cnn.py │ ├── mnist_dnn.py │ ├── mnist_dp.py │ └── tfdata │ │ ├── __init__.py │ │ └── data.py ├── jaxboard │ ├── README.md │ └── summary.py ├── maml │ ├── README.md │ └── maml.py ├── requirements.txt ├── text_generation │ ├── README.md │ └── shakespeare_rnn.py └── tutorials │ ├── cifar10.ipynb │ ├── metric-learning.ipynb │ ├── mnist-tutorial.ipynb │ └── objax_to_tf.ipynb ├── objax ├── __init__.py ├── _patch_jax.py ├── _version.py ├── constants.py ├── functional │ ├── __init__.py │ ├── core │ │ ├── __init__.py │ │ ├── activation.py │ │ ├── ops.py │ │ └── pooling.py │ ├── divergence.py │ ├── loss.py │ └── parallel.py ├── gradient.py ├── io │ ├── __init__.py │ ├── checkpoint.py │ └── ops.py ├── jaxboard.py ├── module.py ├── nn │ ├── __init__.py │ ├── init.py │ └── layers.py ├── optimizer │ ├── __init__.py │ ├── adam.py │ ├── ema.py │ ├── lars.py │ ├── momentum.py │ ├── scheduler.py │ └── sgd.py ├── privacy │ ├── __init__.py │ └── dpsgd │ │ ├── __init__.py │ │ ├── gradient.py │ │ └── privacyaccountant.py ├── random │ ├── __init__.py │ └── random.py ├── typing.py ├── util │ ├── __init__.py │ ├── check.py │ ├── image.py │ ├── objax2tf.py │ ├── tracing.py │ └── util.py ├── variable.py └── zoo │ ├── __init__.py │ ├── convnet.py │ ├── dnnet.py │ ├── resnet_v2.py │ ├── rnn.py │ ├── vgg.py │ └── wide_resnet.py ├── requirements.txt ├── setup.py └── tests ├── conv.py ├── conv_transpose.py ├── dropout.py ├── functional_interpolate.py ├── functional_pooling.py ├── gradient.py ├── jit.py ├── linear.py ├── loss.py ├── module.py ├── nn_init.py ├── nn_moving_average.py ├── normalization.py ├── objax2tf.py ├── optimizer.py ├── parallel.py ├── repr.py ├── requirements.txt ├── resnet_v2.py ├── run_linter.sh ├── run_tests.sh ├── scan.py ├── scheduler.py ├── sequential.py ├── testio.py ├── testrandom.py ├── tracing.py ├── util.py ├── util_image.py ├── var_collection.py ├── variable.py ├── vectorize.py └── wide_resnet.py /.editorconfig: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/google/objax/HEAD/.editorconfig 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