├── .coveragerc ├── .coveragerc-nogpu ├── .gitignore ├── .travis.yml ├── CHANGES.rst ├── LICENSE ├── MANIFEST.in ├── README.rst ├── docs ├── Makefile ├── _static │ └── fix_rtd.css ├── conf.py ├── index.rst ├── modules │ ├── init.rst │ ├── layers.rst │ ├── layers │ │ ├── base.rst │ │ ├── conv.rst │ │ ├── corrmm.rst │ │ ├── cuda_convnet.rst │ │ ├── dense.rst │ │ ├── dnn.rst │ │ ├── embedding.rst │ │ ├── helper.rst │ │ ├── input.rst │ │ ├── merge.rst │ │ ├── noise.rst │ │ ├── pool.rst │ │ ├── recurrent.rst │ │ ├── shape.rst │ │ └── special.rst │ ├── nonlinearities.rst │ ├── objectives.rst │ ├── random.rst │ ├── regularization.rst │ ├── updates.rst │ └── utils.rst └── user │ ├── custom_layers.rst │ ├── development.rst │ ├── installation.rst │ ├── layers.rst │ └── tutorial.rst ├── examples ├── mnist.py ├── recurrent.py └── tutorial.ipynb ├── lasagne ├── __init__.py ├── conftest.py ├── init.py ├── layers │ ├── __init__.py │ ├── base.py │ ├── conv.py │ ├── corrmm.py │ ├── cuda_convnet.py │ ├── dense.py │ ├── dnn.py │ ├── embedding.py │ ├── helper.py │ ├── input.py │ ├── merge.py │ ├── noise.py │ ├── normalization.py │ ├── pool.py │ ├── recurrent.py │ ├── shape.py │ └── special.py ├── nonlinearities.py ├── objectives.py ├── random.py ├── regularization.py ├── tests │ ├── conftest.py │ ├── layers │ │ ├── conftest.py │ │ ├── test_base.py │ │ ├── test_conv.py │ │ ├── test_dense.py │ │ ├── test_embedding.py │ │ ├── test_helper.py │ │ ├── test_input.py │ │ ├── test_merge.py │ │ ├── test_noise.py │ │ ├── test_normalization.py │ │ ├── test_pool.py │ │ ├── test_recurrent.py │ │ ├── test_shape.py │ │ └── test_special.py │ ├── test_examples.py │ ├── test_init.py │ ├── test_nonlinearities.py │ ├── test_objectives.py │ ├── test_regularization.py │ ├── test_theano_extensions.py │ ├── test_updates.py │ └── test_utils.py ├── theano_extensions │ ├── __init__.py │ ├── conv.py │ └── padding.py ├── updates.py └── utils.py ├── requirements-dev.txt ├── requirements.txt ├── setup.cfg └── setup.py /.coveragerc: -------------------------------------------------------------------------------- 1 | [run] 2 | omit = lasagne/tests/* 3 | -------------------------------------------------------------------------------- /.coveragerc-nogpu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/.coveragerc-nogpu -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/.gitignore -------------------------------------------------------------------------------- /.travis.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/.travis.yml -------------------------------------------------------------------------------- /CHANGES.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/CHANGES.rst -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/LICENSE -------------------------------------------------------------------------------- /MANIFEST.in: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/MANIFEST.in -------------------------------------------------------------------------------- /README.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/README.rst -------------------------------------------------------------------------------- /docs/Makefile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/docs/Makefile -------------------------------------------------------------------------------- /docs/_static/fix_rtd.css: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/docs/_static/fix_rtd.css -------------------------------------------------------------------------------- /docs/conf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/docs/conf.py -------------------------------------------------------------------------------- /docs/index.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/docs/index.rst -------------------------------------------------------------------------------- /docs/modules/init.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/docs/modules/init.rst -------------------------------------------------------------------------------- /docs/modules/layers.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/docs/modules/layers.rst -------------------------------------------------------------------------------- /docs/modules/layers/base.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/docs/modules/layers/base.rst -------------------------------------------------------------------------------- /docs/modules/layers/conv.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/docs/modules/layers/conv.rst -------------------------------------------------------------------------------- /docs/modules/layers/corrmm.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/docs/modules/layers/corrmm.rst -------------------------------------------------------------------------------- /docs/modules/layers/cuda_convnet.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/docs/modules/layers/cuda_convnet.rst -------------------------------------------------------------------------------- /docs/modules/layers/dense.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/docs/modules/layers/dense.rst -------------------------------------------------------------------------------- /docs/modules/layers/dnn.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/docs/modules/layers/dnn.rst -------------------------------------------------------------------------------- /docs/modules/layers/embedding.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/docs/modules/layers/embedding.rst -------------------------------------------------------------------------------- /docs/modules/layers/helper.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/docs/modules/layers/helper.rst -------------------------------------------------------------------------------- /docs/modules/layers/input.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/docs/modules/layers/input.rst -------------------------------------------------------------------------------- /docs/modules/layers/merge.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/docs/modules/layers/merge.rst -------------------------------------------------------------------------------- /docs/modules/layers/noise.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/docs/modules/layers/noise.rst -------------------------------------------------------------------------------- /docs/modules/layers/pool.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/docs/modules/layers/pool.rst -------------------------------------------------------------------------------- /docs/modules/layers/recurrent.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/docs/modules/layers/recurrent.rst -------------------------------------------------------------------------------- /docs/modules/layers/shape.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/docs/modules/layers/shape.rst -------------------------------------------------------------------------------- /docs/modules/layers/special.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/docs/modules/layers/special.rst -------------------------------------------------------------------------------- /docs/modules/nonlinearities.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/docs/modules/nonlinearities.rst -------------------------------------------------------------------------------- /docs/modules/objectives.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/docs/modules/objectives.rst -------------------------------------------------------------------------------- /docs/modules/random.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/docs/modules/random.rst -------------------------------------------------------------------------------- /docs/modules/regularization.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/docs/modules/regularization.rst -------------------------------------------------------------------------------- /docs/modules/updates.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/docs/modules/updates.rst -------------------------------------------------------------------------------- /docs/modules/utils.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/docs/modules/utils.rst -------------------------------------------------------------------------------- /docs/user/custom_layers.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/docs/user/custom_layers.rst -------------------------------------------------------------------------------- /docs/user/development.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/docs/user/development.rst -------------------------------------------------------------------------------- /docs/user/installation.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/docs/user/installation.rst -------------------------------------------------------------------------------- /docs/user/layers.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/docs/user/layers.rst -------------------------------------------------------------------------------- /docs/user/tutorial.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/docs/user/tutorial.rst -------------------------------------------------------------------------------- /examples/mnist.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/examples/mnist.py -------------------------------------------------------------------------------- /examples/recurrent.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/examples/recurrent.py -------------------------------------------------------------------------------- /examples/tutorial.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/examples/tutorial.ipynb -------------------------------------------------------------------------------- /lasagne/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/__init__.py -------------------------------------------------------------------------------- /lasagne/conftest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/conftest.py -------------------------------------------------------------------------------- /lasagne/init.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/init.py -------------------------------------------------------------------------------- /lasagne/layers/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/layers/__init__.py -------------------------------------------------------------------------------- /lasagne/layers/base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/layers/base.py -------------------------------------------------------------------------------- /lasagne/layers/conv.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/layers/conv.py -------------------------------------------------------------------------------- /lasagne/layers/corrmm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/layers/corrmm.py -------------------------------------------------------------------------------- /lasagne/layers/cuda_convnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/layers/cuda_convnet.py -------------------------------------------------------------------------------- /lasagne/layers/dense.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/layers/dense.py -------------------------------------------------------------------------------- /lasagne/layers/dnn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/layers/dnn.py -------------------------------------------------------------------------------- /lasagne/layers/embedding.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/layers/embedding.py -------------------------------------------------------------------------------- /lasagne/layers/helper.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/layers/helper.py -------------------------------------------------------------------------------- /lasagne/layers/input.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/layers/input.py -------------------------------------------------------------------------------- /lasagne/layers/merge.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/layers/merge.py -------------------------------------------------------------------------------- /lasagne/layers/noise.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/layers/noise.py -------------------------------------------------------------------------------- /lasagne/layers/normalization.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/layers/normalization.py -------------------------------------------------------------------------------- /lasagne/layers/pool.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/layers/pool.py -------------------------------------------------------------------------------- /lasagne/layers/recurrent.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/layers/recurrent.py -------------------------------------------------------------------------------- /lasagne/layers/shape.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/layers/shape.py -------------------------------------------------------------------------------- /lasagne/layers/special.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/layers/special.py -------------------------------------------------------------------------------- /lasagne/nonlinearities.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/nonlinearities.py -------------------------------------------------------------------------------- /lasagne/objectives.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/objectives.py -------------------------------------------------------------------------------- /lasagne/random.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/random.py -------------------------------------------------------------------------------- /lasagne/regularization.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/regularization.py -------------------------------------------------------------------------------- /lasagne/tests/conftest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/tests/conftest.py -------------------------------------------------------------------------------- /lasagne/tests/layers/conftest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/tests/layers/conftest.py -------------------------------------------------------------------------------- /lasagne/tests/layers/test_base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/tests/layers/test_base.py -------------------------------------------------------------------------------- /lasagne/tests/layers/test_conv.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/tests/layers/test_conv.py -------------------------------------------------------------------------------- /lasagne/tests/layers/test_dense.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/tests/layers/test_dense.py -------------------------------------------------------------------------------- /lasagne/tests/layers/test_embedding.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/tests/layers/test_embedding.py -------------------------------------------------------------------------------- /lasagne/tests/layers/test_helper.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/tests/layers/test_helper.py -------------------------------------------------------------------------------- /lasagne/tests/layers/test_input.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/tests/layers/test_input.py -------------------------------------------------------------------------------- /lasagne/tests/layers/test_merge.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/tests/layers/test_merge.py -------------------------------------------------------------------------------- /lasagne/tests/layers/test_noise.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/tests/layers/test_noise.py -------------------------------------------------------------------------------- /lasagne/tests/layers/test_normalization.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/tests/layers/test_normalization.py -------------------------------------------------------------------------------- /lasagne/tests/layers/test_pool.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/tests/layers/test_pool.py -------------------------------------------------------------------------------- /lasagne/tests/layers/test_recurrent.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/tests/layers/test_recurrent.py -------------------------------------------------------------------------------- /lasagne/tests/layers/test_shape.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/tests/layers/test_shape.py -------------------------------------------------------------------------------- /lasagne/tests/layers/test_special.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/tests/layers/test_special.py -------------------------------------------------------------------------------- /lasagne/tests/test_examples.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/tests/test_examples.py -------------------------------------------------------------------------------- /lasagne/tests/test_init.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/tests/test_init.py -------------------------------------------------------------------------------- /lasagne/tests/test_nonlinearities.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/tests/test_nonlinearities.py -------------------------------------------------------------------------------- /lasagne/tests/test_objectives.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/tests/test_objectives.py -------------------------------------------------------------------------------- /lasagne/tests/test_regularization.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/tests/test_regularization.py -------------------------------------------------------------------------------- /lasagne/tests/test_theano_extensions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/tests/test_theano_extensions.py -------------------------------------------------------------------------------- /lasagne/tests/test_updates.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/tests/test_updates.py -------------------------------------------------------------------------------- /lasagne/tests/test_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/tests/test_utils.py -------------------------------------------------------------------------------- /lasagne/theano_extensions/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /lasagne/theano_extensions/conv.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/theano_extensions/conv.py -------------------------------------------------------------------------------- /lasagne/theano_extensions/padding.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/theano_extensions/padding.py -------------------------------------------------------------------------------- /lasagne/updates.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/updates.py -------------------------------------------------------------------------------- /lasagne/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/lasagne/utils.py -------------------------------------------------------------------------------- /requirements-dev.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/requirements-dev.txt -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/requirements.txt -------------------------------------------------------------------------------- /setup.cfg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/setup.cfg -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/craffel/Lasagne-tutorial/HEAD/setup.py --------------------------------------------------------------------------------