├── .gitattributes ├── .gitignore ├── .travis.yml ├── CHANGES.rst ├── CONTRIBUTING.rst ├── LICENSE ├── NOTICE ├── README.rst ├── docs ├── Makefile └── source │ ├── api.rst │ ├── build_docs.rst │ ├── conf.py │ ├── containers.rst │ ├── contributing.rst │ ├── faq.rst │ ├── getting_started.rst │ ├── images │ ├── favicon.ico │ ├── tutorial-input-data.png │ ├── tutorial-loss.png │ ├── tutorial-plot-results.png │ └── tutorial-result.png │ ├── in_depth_examples.rst │ ├── index.rst │ ├── install.rst │ ├── misc.rst │ ├── quick_start_examples.rst │ ├── specification.rst │ ├── troubleshooting.rst │ ├── tutorial.rst │ └── upcoming.rst ├── examples ├── cifar.yml ├── language-model │ ├── books │ │ ├── pride_and_prejudice.txt │ │ └── shakespeare.txt │ ├── make_data.py │ ├── model │ │ └── kurfile.yaml │ ├── steps.sh │ ├── view_data.py │ ├── view_logs.py │ ├── view_outputs.py │ └── vocab.py ├── mnist-defaults.yml ├── mnist.yml └── speech.yml ├── kur ├── __init__.py ├── __main__.py ├── backend │ ├── __init__.py │ ├── backend.py │ ├── keras_backend.py │ ├── pytorch │ │ ├── __init__.py │ │ └── modules.py │ └── pytorch_backend.py ├── containers │ ├── __init__.py │ ├── container.py │ ├── layers │ │ ├── __init__.py │ │ ├── activation.py │ │ ├── batchnorm.py │ │ ├── convolution.py │ │ ├── dense.py │ │ ├── dropout.py │ │ ├── embedding.py │ │ ├── expand.py │ │ ├── flatten.py │ │ ├── layer.py │ │ ├── merge.py │ │ ├── output.py │ │ ├── parallel.py │ │ ├── placeholder.py │ │ ├── pooling.py │ │ ├── recurrent.py │ │ ├── repeat.py │ │ ├── reuse.py │ │ ├── squeeze.py │ │ └── transpose.py │ ├── operators │ │ ├── __init__.py │ │ ├── assertion.py │ │ ├── container_group.py │ │ ├── debug.py │ │ ├── for_each.py │ │ ├── for_loop.py │ │ ├── meta.py │ │ └── operator.py │ └── parsing_error.py ├── engine │ ├── __init__.py │ ├── engine.py │ ├── jinja_engine.py │ └── passthrough_engine.py ├── kurfile.py ├── loggers │ ├── __init__.py │ ├── binary_logger.py │ ├── logger.py │ ├── memory_logger.py │ ├── persistent_logger.py │ └── statistic.py ├── loss │ ├── __init__.py │ ├── categorical_crossentropy.py │ ├── ctc.py │ ├── loss.py │ └── mean_squared_error.py ├── model │ ├── __init__.py │ ├── executor.py │ ├── hooks │ │ ├── __init__.py │ │ ├── hooks.py │ │ ├── kurhub_hook.py │ │ ├── mnist_hook.py │ │ ├── output_hook.py │ │ ├── plot_hook.py │ │ ├── slack_hook.py │ │ ├── text_hook.py │ │ └── transcript.py │ └── model.py ├── optimizer │ ├── __init__.py │ ├── adadelta.py │ ├── adam.py │ ├── optimizer.py │ ├── rmsprop.py │ └── sgd.py ├── plugins │ ├── __init__.py │ └── plugin.py ├── providers │ ├── __init__.py │ ├── batch_provider.py │ ├── provider.py │ └── shuffle_provider.py ├── reader │ ├── __init__.py │ ├── json_reader.py │ ├── reader.py │ └── yaml_reader.py ├── sources │ ├── __init__.py │ ├── chunk.py │ ├── jsonl.py │ ├── repeat.py │ ├── source.py │ ├── stack_source.py │ ├── text.py │ ├── unzip_source.py │ └── vanilla.py ├── supplier │ ├── __init__.py │ ├── cifar.py │ ├── csv_supplier.py │ ├── jsonl_supplier.py │ ├── mind.py │ ├── mnist.py │ ├── numpy_dict.py │ ├── pickle_supplier.py │ ├── speechrec.py │ ├── supplier.py │ └── text_supplier.py ├── utils │ ├── __init__.py │ ├── audiotools.py │ ├── contexttools.py │ ├── critical.py │ ├── cuda.py │ ├── environtools.py │ ├── filetools.py │ ├── flatiter.py │ ├── idx.py │ ├── importhelp.py │ ├── iterhelp.py │ ├── logcolor.py │ ├── mergetools.py │ ├── neighbor_sort.py │ ├── network.py │ ├── normalize.py │ ├── package.py │ ├── parallelism.py │ ├── subclass.py │ └── timer.py └── version.py ├── pylintrc ├── setup.cfg ├── setup.py ├── tests ├── backend │ └── test_backend.py ├── conftest.py ├── examples │ ├── example.py │ ├── modkurfile.py │ ├── test_examples.py │ └── test_tutorial.py ├── model │ ├── test_executor.py │ └── test_model.py ├── sources │ ├── test_shuffling.py │ └── test_stack.py ├── supplier │ └── test_speechrec.py └── utils │ └── test_neighbor_sort.py └── tox.ini /.gitattributes: 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