├── .gitignore ├── LICENSE ├── README.rst ├── TODO.md ├── docs ├── Makefile ├── make.bat └── source │ ├── _static │ └── images │ │ ├── OpenDeep_logo_name.png │ │ ├── favicon.ico │ │ └── gatsby.gif │ ├── conf.py │ ├── index.rst │ ├── modules.rst │ ├── opendeep.data.rst │ ├── opendeep.data.standard_datasets.image.rst │ ├── opendeep.data.standard_datasets.midi.rst │ ├── opendeep.data.standard_datasets.rst │ ├── opendeep.data.stream.rst │ ├── opendeep.data.stream.tests.rst │ ├── opendeep.data.tests.rst │ ├── opendeep.log.rst │ ├── opendeep.log.tests.rst │ ├── opendeep.models.container.rst │ ├── opendeep.models.rst │ ├── opendeep.models.single_layer.rst │ ├── opendeep.models.single_layer.tests.rst │ ├── opendeep.models.tests.rst │ ├── opendeep.models.utils.rst │ ├── opendeep.monitor.rst │ ├── opendeep.monitor.tests.rst │ ├── opendeep.optimization.loss.rst │ ├── opendeep.optimization.rst │ ├── opendeep.rst │ ├── opendeep.tests.rst │ ├── opendeep.utils.midi.rst │ ├── opendeep.utils.rst │ └── opendeep.utils.tests.rst ├── opendeep ├── __init__.py ├── data │ ├── __init__.py │ ├── dataset.py │ ├── dataset_file.py │ ├── dataset_image.py │ ├── dataset_memory.py │ ├── standard_datasets │ │ ├── __init__.py │ │ ├── image │ │ │ ├── __init__.py │ │ │ ├── cifar10.py │ │ │ └── mnist.py │ │ └── midi │ │ │ ├── __init__.py │ │ │ ├── jsb_chorales.py │ │ │ ├── musedata.py │ │ │ ├── nottingham.py │ │ │ └── piano_midi_de.py │ ├── stream │ │ ├── __init__.py │ │ ├── batchstream.py │ │ ├── filestream.py │ │ ├── modifystream.py │ │ └── tests │ │ │ ├── __init__.py │ │ │ ├── test_filestream.py │ │ │ └── test_modifystream.py │ ├── tests │ │ ├── __init__.py │ │ ├── test_chars.py │ │ ├── test_cifar10.py │ │ ├── test_dataset.py │ │ ├── test_dataset_file.py │ │ ├── test_memory.py │ │ ├── test_midi.py │ │ └── test_mnist.py │ └── text.py ├── log │ ├── __init__.py │ ├── logger.py │ ├── logging_config.json │ └── tests │ │ ├── __init__.py │ │ └── test_logger.py ├── models │ ├── __init__.py │ ├── container │ │ ├── __init__.py │ │ ├── prototype.py │ │ └── repeating.py │ ├── model.py │ ├── single_layer │ │ ├── __init__.py │ │ ├── basic.py │ │ ├── convolutional.py │ │ ├── gru.py │ │ ├── lstm.py │ │ ├── recurrent.py │ │ ├── restricted_boltzmann_machine.py │ │ └── tests │ │ │ ├── __init__.py │ │ │ ├── basic_mlp_mnist.py │ │ │ ├── lenet.py │ │ │ ├── rbm_mnist.py │ │ │ ├── recurrent.py │ │ │ └── softmax_mnist.py │ ├── tests │ │ ├── __init__.py │ │ └── prototype_mnist.py │ └── utils │ │ ├── __init__.py │ │ ├── activation.py │ │ ├── flatten.py │ │ ├── modify_layer.py │ │ ├── noise.py │ │ ├── normalization.py │ │ └── pooling.py ├── monitor │ ├── __init__.py │ ├── monitor.py │ ├── out_service.py │ ├── plot.py │ └── tests │ │ ├── __init__.py │ │ ├── monitor_bokeh_server.py │ │ ├── test_bokeh.py │ │ └── test_fileservice.py ├── optimization │ ├── __init__.py │ ├── adadelta.py │ ├── adasecant.py │ ├── loss │ │ ├── __init__.py │ │ ├── binary_crossentropy.py │ │ ├── categorical_crossentropy.py │ │ ├── isotropic_gaussian_LL.py │ │ ├── loss.py │ │ ├── mse.py │ │ ├── neg_LL.py │ │ ├── utils.py │ │ └── zero_one.py │ ├── optimizer.py │ ├── rmsprop.py │ └── stochastic_gradient_descent.py ├── tests │ ├── __init__.py │ └── theano_test.py ├── utils │ ├── __init__.py │ ├── activation.py │ ├── batch.py │ ├── config.py │ ├── constructors.py │ ├── conv1d_implementations.py │ ├── decay.py │ ├── decorators.py │ ├── file_ops.py │ ├── image.py │ ├── initializers.py │ ├── midi │ │ ├── DataTypeConverters.py │ │ ├── EventDispatcher.py │ │ ├── MidiFileParser.py │ │ ├── MidiInFile.py │ │ ├── MidiInStream.py │ │ ├── MidiOutFile.py │ │ ├── MidiOutStream.py │ │ ├── MidiToText.py │ │ ├── RawInstreamFile.py │ │ ├── RawOutstreamFile.py │ │ ├── __init__.py │ │ ├── constants.py │ │ ├── example_mimimal_type0.py │ │ ├── example_print_channel_0.py │ │ ├── example_print_events.py │ │ ├── example_print_file.py │ │ ├── example_transpose_octave.py │ │ ├── license.txt │ │ ├── readme.txt │ │ ├── utils.py │ │ └── version.txt │ ├── misc.py │ ├── nnet.py │ ├── noise.py │ ├── regularization.py │ ├── statistics.py │ ├── tests │ │ ├── __init__.py │ │ └── test_batch.py │ └── weights.py └── version.py ├── readme_images ├── OpenDeep_logo_name.png ├── automate!.jpg ├── cake.jpg └── gatsby.gif ├── req-docs.txt ├── requirements.txt ├── setup.py └── tests ├── __init__.py ├── models ├── __init__.py ├── model.py └── single_layer │ ├── __init__.py │ └── convolutional.py └── utils ├── __init__.py └── initializers.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/LICENSE -------------------------------------------------------------------------------- /README.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/README.rst -------------------------------------------------------------------------------- /TODO.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/TODO.md -------------------------------------------------------------------------------- /docs/Makefile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/docs/Makefile -------------------------------------------------------------------------------- /docs/make.bat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/docs/make.bat -------------------------------------------------------------------------------- /docs/source/_static/images/OpenDeep_logo_name.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/docs/source/_static/images/OpenDeep_logo_name.png -------------------------------------------------------------------------------- /docs/source/_static/images/favicon.ico: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/docs/source/_static/images/favicon.ico -------------------------------------------------------------------------------- /docs/source/_static/images/gatsby.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/docs/source/_static/images/gatsby.gif -------------------------------------------------------------------------------- /docs/source/conf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/docs/source/conf.py -------------------------------------------------------------------------------- /docs/source/index.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/docs/source/index.rst -------------------------------------------------------------------------------- /docs/source/modules.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/docs/source/modules.rst -------------------------------------------------------------------------------- /docs/source/opendeep.data.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/docs/source/opendeep.data.rst -------------------------------------------------------------------------------- /docs/source/opendeep.data.standard_datasets.image.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/docs/source/opendeep.data.standard_datasets.image.rst -------------------------------------------------------------------------------- /docs/source/opendeep.data.standard_datasets.midi.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/docs/source/opendeep.data.standard_datasets.midi.rst -------------------------------------------------------------------------------- /docs/source/opendeep.data.standard_datasets.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/docs/source/opendeep.data.standard_datasets.rst -------------------------------------------------------------------------------- /docs/source/opendeep.data.stream.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/docs/source/opendeep.data.stream.rst -------------------------------------------------------------------------------- /docs/source/opendeep.data.stream.tests.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/docs/source/opendeep.data.stream.tests.rst -------------------------------------------------------------------------------- /docs/source/opendeep.data.tests.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/docs/source/opendeep.data.tests.rst -------------------------------------------------------------------------------- /docs/source/opendeep.log.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/docs/source/opendeep.log.rst -------------------------------------------------------------------------------- /docs/source/opendeep.log.tests.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/docs/source/opendeep.log.tests.rst -------------------------------------------------------------------------------- /docs/source/opendeep.models.container.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/docs/source/opendeep.models.container.rst -------------------------------------------------------------------------------- /docs/source/opendeep.models.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/docs/source/opendeep.models.rst -------------------------------------------------------------------------------- /docs/source/opendeep.models.single_layer.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/docs/source/opendeep.models.single_layer.rst -------------------------------------------------------------------------------- /docs/source/opendeep.models.single_layer.tests.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/docs/source/opendeep.models.single_layer.tests.rst -------------------------------------------------------------------------------- /docs/source/opendeep.models.tests.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/docs/source/opendeep.models.tests.rst -------------------------------------------------------------------------------- /docs/source/opendeep.models.utils.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/docs/source/opendeep.models.utils.rst -------------------------------------------------------------------------------- /docs/source/opendeep.monitor.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/docs/source/opendeep.monitor.rst -------------------------------------------------------------------------------- /docs/source/opendeep.monitor.tests.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/docs/source/opendeep.monitor.tests.rst -------------------------------------------------------------------------------- /docs/source/opendeep.optimization.loss.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/docs/source/opendeep.optimization.loss.rst -------------------------------------------------------------------------------- /docs/source/opendeep.optimization.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/docs/source/opendeep.optimization.rst -------------------------------------------------------------------------------- /docs/source/opendeep.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/docs/source/opendeep.rst -------------------------------------------------------------------------------- /docs/source/opendeep.tests.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/docs/source/opendeep.tests.rst -------------------------------------------------------------------------------- /docs/source/opendeep.utils.midi.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/docs/source/opendeep.utils.midi.rst -------------------------------------------------------------------------------- /docs/source/opendeep.utils.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/docs/source/opendeep.utils.rst -------------------------------------------------------------------------------- /docs/source/opendeep.utils.tests.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/docs/source/opendeep.utils.tests.rst -------------------------------------------------------------------------------- /opendeep/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/__init__.py -------------------------------------------------------------------------------- /opendeep/data/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/data/__init__.py -------------------------------------------------------------------------------- /opendeep/data/dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/data/dataset.py -------------------------------------------------------------------------------- /opendeep/data/dataset_file.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/data/dataset_file.py -------------------------------------------------------------------------------- /opendeep/data/dataset_image.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/data/dataset_image.py -------------------------------------------------------------------------------- /opendeep/data/dataset_memory.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/data/dataset_memory.py -------------------------------------------------------------------------------- /opendeep/data/standard_datasets/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/data/standard_datasets/__init__.py -------------------------------------------------------------------------------- /opendeep/data/standard_datasets/image/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/data/standard_datasets/image/__init__.py -------------------------------------------------------------------------------- /opendeep/data/standard_datasets/image/cifar10.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/data/standard_datasets/image/cifar10.py -------------------------------------------------------------------------------- /opendeep/data/standard_datasets/image/mnist.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/data/standard_datasets/image/mnist.py -------------------------------------------------------------------------------- /opendeep/data/standard_datasets/midi/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/data/standard_datasets/midi/__init__.py -------------------------------------------------------------------------------- /opendeep/data/standard_datasets/midi/jsb_chorales.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/data/standard_datasets/midi/jsb_chorales.py -------------------------------------------------------------------------------- /opendeep/data/standard_datasets/midi/musedata.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/data/standard_datasets/midi/musedata.py -------------------------------------------------------------------------------- /opendeep/data/standard_datasets/midi/nottingham.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/data/standard_datasets/midi/nottingham.py -------------------------------------------------------------------------------- /opendeep/data/standard_datasets/midi/piano_midi_de.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/data/standard_datasets/midi/piano_midi_de.py -------------------------------------------------------------------------------- /opendeep/data/stream/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/data/stream/__init__.py -------------------------------------------------------------------------------- /opendeep/data/stream/batchstream.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/data/stream/batchstream.py -------------------------------------------------------------------------------- /opendeep/data/stream/filestream.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/data/stream/filestream.py -------------------------------------------------------------------------------- /opendeep/data/stream/modifystream.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/data/stream/modifystream.py -------------------------------------------------------------------------------- /opendeep/data/stream/tests/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /opendeep/data/stream/tests/test_filestream.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/data/stream/tests/test_filestream.py -------------------------------------------------------------------------------- /opendeep/data/stream/tests/test_modifystream.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/data/stream/tests/test_modifystream.py -------------------------------------------------------------------------------- /opendeep/data/tests/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /opendeep/data/tests/test_chars.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/data/tests/test_chars.py -------------------------------------------------------------------------------- /opendeep/data/tests/test_cifar10.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/data/tests/test_cifar10.py -------------------------------------------------------------------------------- /opendeep/data/tests/test_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/data/tests/test_dataset.py -------------------------------------------------------------------------------- /opendeep/data/tests/test_dataset_file.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/data/tests/test_dataset_file.py -------------------------------------------------------------------------------- /opendeep/data/tests/test_memory.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/data/tests/test_memory.py -------------------------------------------------------------------------------- /opendeep/data/tests/test_midi.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/data/tests/test_midi.py -------------------------------------------------------------------------------- /opendeep/data/tests/test_mnist.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/data/tests/test_mnist.py -------------------------------------------------------------------------------- /opendeep/data/text.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/data/text.py -------------------------------------------------------------------------------- /opendeep/log/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/log/__init__.py -------------------------------------------------------------------------------- /opendeep/log/logger.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/log/logger.py -------------------------------------------------------------------------------- /opendeep/log/logging_config.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/log/logging_config.json -------------------------------------------------------------------------------- /opendeep/log/tests/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /opendeep/log/tests/test_logger.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/log/tests/test_logger.py -------------------------------------------------------------------------------- /opendeep/models/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/models/__init__.py -------------------------------------------------------------------------------- /opendeep/models/container/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/models/container/__init__.py -------------------------------------------------------------------------------- /opendeep/models/container/prototype.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/models/container/prototype.py -------------------------------------------------------------------------------- /opendeep/models/container/repeating.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/models/container/repeating.py -------------------------------------------------------------------------------- /opendeep/models/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/models/model.py -------------------------------------------------------------------------------- /opendeep/models/single_layer/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/models/single_layer/__init__.py -------------------------------------------------------------------------------- /opendeep/models/single_layer/basic.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/models/single_layer/basic.py -------------------------------------------------------------------------------- /opendeep/models/single_layer/convolutional.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/models/single_layer/convolutional.py -------------------------------------------------------------------------------- /opendeep/models/single_layer/gru.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/models/single_layer/gru.py -------------------------------------------------------------------------------- /opendeep/models/single_layer/lstm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/models/single_layer/lstm.py -------------------------------------------------------------------------------- /opendeep/models/single_layer/recurrent.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/models/single_layer/recurrent.py -------------------------------------------------------------------------------- /opendeep/models/single_layer/restricted_boltzmann_machine.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/models/single_layer/restricted_boltzmann_machine.py -------------------------------------------------------------------------------- /opendeep/models/single_layer/tests/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /opendeep/models/single_layer/tests/basic_mlp_mnist.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/models/single_layer/tests/basic_mlp_mnist.py -------------------------------------------------------------------------------- /opendeep/models/single_layer/tests/lenet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/models/single_layer/tests/lenet.py -------------------------------------------------------------------------------- /opendeep/models/single_layer/tests/rbm_mnist.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/models/single_layer/tests/rbm_mnist.py -------------------------------------------------------------------------------- /opendeep/models/single_layer/tests/recurrent.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/models/single_layer/tests/recurrent.py -------------------------------------------------------------------------------- /opendeep/models/single_layer/tests/softmax_mnist.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/models/single_layer/tests/softmax_mnist.py -------------------------------------------------------------------------------- /opendeep/models/tests/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /opendeep/models/tests/prototype_mnist.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/models/tests/prototype_mnist.py -------------------------------------------------------------------------------- /opendeep/models/utils/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/models/utils/__init__.py -------------------------------------------------------------------------------- /opendeep/models/utils/activation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/models/utils/activation.py -------------------------------------------------------------------------------- /opendeep/models/utils/flatten.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/models/utils/flatten.py -------------------------------------------------------------------------------- /opendeep/models/utils/modify_layer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/models/utils/modify_layer.py -------------------------------------------------------------------------------- /opendeep/models/utils/noise.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/models/utils/noise.py -------------------------------------------------------------------------------- /opendeep/models/utils/normalization.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/models/utils/normalization.py -------------------------------------------------------------------------------- /opendeep/models/utils/pooling.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/models/utils/pooling.py -------------------------------------------------------------------------------- /opendeep/monitor/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/monitor/__init__.py -------------------------------------------------------------------------------- /opendeep/monitor/monitor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/monitor/monitor.py -------------------------------------------------------------------------------- /opendeep/monitor/out_service.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/monitor/out_service.py -------------------------------------------------------------------------------- /opendeep/monitor/plot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/monitor/plot.py -------------------------------------------------------------------------------- /opendeep/monitor/tests/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /opendeep/monitor/tests/monitor_bokeh_server.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/monitor/tests/monitor_bokeh_server.py -------------------------------------------------------------------------------- /opendeep/monitor/tests/test_bokeh.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/monitor/tests/test_bokeh.py -------------------------------------------------------------------------------- /opendeep/monitor/tests/test_fileservice.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/monitor/tests/test_fileservice.py -------------------------------------------------------------------------------- /opendeep/optimization/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/optimization/__init__.py -------------------------------------------------------------------------------- /opendeep/optimization/adadelta.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/optimization/adadelta.py -------------------------------------------------------------------------------- /opendeep/optimization/adasecant.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/optimization/adasecant.py -------------------------------------------------------------------------------- /opendeep/optimization/loss/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/optimization/loss/__init__.py -------------------------------------------------------------------------------- /opendeep/optimization/loss/binary_crossentropy.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/optimization/loss/binary_crossentropy.py -------------------------------------------------------------------------------- /opendeep/optimization/loss/categorical_crossentropy.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/optimization/loss/categorical_crossentropy.py -------------------------------------------------------------------------------- /opendeep/optimization/loss/isotropic_gaussian_LL.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/optimization/loss/isotropic_gaussian_LL.py -------------------------------------------------------------------------------- /opendeep/optimization/loss/loss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/optimization/loss/loss.py -------------------------------------------------------------------------------- /opendeep/optimization/loss/mse.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/optimization/loss/mse.py -------------------------------------------------------------------------------- /opendeep/optimization/loss/neg_LL.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/optimization/loss/neg_LL.py -------------------------------------------------------------------------------- /opendeep/optimization/loss/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/optimization/loss/utils.py -------------------------------------------------------------------------------- /opendeep/optimization/loss/zero_one.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/optimization/loss/zero_one.py -------------------------------------------------------------------------------- /opendeep/optimization/optimizer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/optimization/optimizer.py -------------------------------------------------------------------------------- /opendeep/optimization/rmsprop.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/optimization/rmsprop.py -------------------------------------------------------------------------------- /opendeep/optimization/stochastic_gradient_descent.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/optimization/stochastic_gradient_descent.py -------------------------------------------------------------------------------- /opendeep/tests/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /opendeep/tests/theano_test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/tests/theano_test.py -------------------------------------------------------------------------------- /opendeep/utils/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/utils/__init__.py -------------------------------------------------------------------------------- /opendeep/utils/activation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/utils/activation.py -------------------------------------------------------------------------------- /opendeep/utils/batch.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/utils/batch.py -------------------------------------------------------------------------------- /opendeep/utils/config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/utils/config.py -------------------------------------------------------------------------------- /opendeep/utils/constructors.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/utils/constructors.py -------------------------------------------------------------------------------- /opendeep/utils/conv1d_implementations.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/utils/conv1d_implementations.py -------------------------------------------------------------------------------- /opendeep/utils/decay.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/utils/decay.py -------------------------------------------------------------------------------- /opendeep/utils/decorators.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/utils/decorators.py -------------------------------------------------------------------------------- /opendeep/utils/file_ops.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/utils/file_ops.py -------------------------------------------------------------------------------- /opendeep/utils/image.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/utils/image.py -------------------------------------------------------------------------------- /opendeep/utils/initializers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/utils/initializers.py -------------------------------------------------------------------------------- /opendeep/utils/midi/DataTypeConverters.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/utils/midi/DataTypeConverters.py -------------------------------------------------------------------------------- /opendeep/utils/midi/EventDispatcher.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/utils/midi/EventDispatcher.py -------------------------------------------------------------------------------- /opendeep/utils/midi/MidiFileParser.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/utils/midi/MidiFileParser.py -------------------------------------------------------------------------------- /opendeep/utils/midi/MidiInFile.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/utils/midi/MidiInFile.py -------------------------------------------------------------------------------- /opendeep/utils/midi/MidiInStream.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/utils/midi/MidiInStream.py -------------------------------------------------------------------------------- /opendeep/utils/midi/MidiOutFile.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/utils/midi/MidiOutFile.py -------------------------------------------------------------------------------- /opendeep/utils/midi/MidiOutStream.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/utils/midi/MidiOutStream.py -------------------------------------------------------------------------------- /opendeep/utils/midi/MidiToText.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/utils/midi/MidiToText.py -------------------------------------------------------------------------------- /opendeep/utils/midi/RawInstreamFile.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/utils/midi/RawInstreamFile.py -------------------------------------------------------------------------------- /opendeep/utils/midi/RawOutstreamFile.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/utils/midi/RawOutstreamFile.py -------------------------------------------------------------------------------- /opendeep/utils/midi/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/utils/midi/__init__.py -------------------------------------------------------------------------------- /opendeep/utils/midi/constants.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/utils/midi/constants.py -------------------------------------------------------------------------------- /opendeep/utils/midi/example_mimimal_type0.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/utils/midi/example_mimimal_type0.py -------------------------------------------------------------------------------- /opendeep/utils/midi/example_print_channel_0.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/utils/midi/example_print_channel_0.py -------------------------------------------------------------------------------- /opendeep/utils/midi/example_print_events.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/utils/midi/example_print_events.py -------------------------------------------------------------------------------- /opendeep/utils/midi/example_print_file.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/utils/midi/example_print_file.py -------------------------------------------------------------------------------- /opendeep/utils/midi/example_transpose_octave.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/utils/midi/example_transpose_octave.py -------------------------------------------------------------------------------- /opendeep/utils/midi/license.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/utils/midi/license.txt -------------------------------------------------------------------------------- /opendeep/utils/midi/readme.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/utils/midi/readme.txt -------------------------------------------------------------------------------- /opendeep/utils/midi/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/utils/midi/utils.py -------------------------------------------------------------------------------- /opendeep/utils/midi/version.txt: -------------------------------------------------------------------------------- 1 | 0.1.4 -------------------------------------------------------------------------------- /opendeep/utils/misc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/utils/misc.py -------------------------------------------------------------------------------- /opendeep/utils/nnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/utils/nnet.py -------------------------------------------------------------------------------- /opendeep/utils/noise.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/utils/noise.py -------------------------------------------------------------------------------- /opendeep/utils/regularization.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/utils/regularization.py -------------------------------------------------------------------------------- /opendeep/utils/statistics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/utils/statistics.py -------------------------------------------------------------------------------- /opendeep/utils/tests/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /opendeep/utils/tests/test_batch.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/utils/tests/test_batch.py -------------------------------------------------------------------------------- /opendeep/utils/weights.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/opendeep/utils/weights.py -------------------------------------------------------------------------------- /opendeep/version.py: -------------------------------------------------------------------------------- 1 | __version__ = '0.0.9a0' -------------------------------------------------------------------------------- /readme_images/OpenDeep_logo_name.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/readme_images/OpenDeep_logo_name.png -------------------------------------------------------------------------------- /readme_images/automate!.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/readme_images/automate!.jpg -------------------------------------------------------------------------------- /readme_images/cake.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/readme_images/cake.jpg -------------------------------------------------------------------------------- /readme_images/gatsby.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/readme_images/gatsby.gif -------------------------------------------------------------------------------- /req-docs.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/req-docs.txt -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/requirements.txt -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/setup.py -------------------------------------------------------------------------------- /tests/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tests/models/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tests/models/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/tests/models/model.py -------------------------------------------------------------------------------- /tests/models/single_layer/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tests/models/single_layer/convolutional.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/tests/models/single_layer/convolutional.py -------------------------------------------------------------------------------- /tests/utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tests/utils/initializers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vitruvianscience/OpenDeep/HEAD/tests/utils/initializers.py --------------------------------------------------------------------------------