├── .coveragerc ├── .gitignore ├── .travis.yml ├── LICENSE ├── MANIFEST.in ├── README.md ├── bin ├── cpu_env.sh ├── gpu_env.sh └── monitor_gpu_status.sh ├── deepy ├── __init__.py ├── conf │ ├── __init__.py │ ├── config.py │ └── trainer_config.py ├── core │ ├── __init__.py │ ├── comp_graph.py │ ├── disconnected_grad.py │ ├── dummy_loop_utils.py │ ├── env.py │ ├── graph.py │ ├── loop.py │ ├── neural_var.py │ ├── runtime.py │ └── tensor_conversion.py ├── dataset │ ├── __init__.py │ ├── basic.py │ ├── binarized_mnist.py │ ├── bunch_seq.py │ ├── data_processor.py │ ├── dataset.py │ ├── mini_batch.py │ ├── mnist.py │ ├── ondisk_dataset.py │ ├── padding.py │ ├── seq_mini_batch.py │ └── sequence.py ├── debug │ ├── __init__.py │ ├── debug_functions.py │ ├── detect_nan.py │ ├── monitor.py │ └── visualization.py ├── import_all.py ├── layers │ ├── __init__.py │ ├── activation.py │ ├── attention.py │ ├── batch_norm.py │ ├── bias.py │ ├── block.py │ ├── chain.py │ ├── combine.py │ ├── concat.py │ ├── conv.py │ ├── dense.py │ ├── dimshuffle.py │ ├── dropout.py │ ├── flatten.py │ ├── gru.py │ ├── irnn.py │ ├── layer.py │ ├── lstm.py │ ├── maxout.py │ ├── onehot_embed.py │ ├── plstm.py │ ├── prelu.py │ ├── recurrent.py │ ├── reshape.py │ ├── reveal_dimension.py │ ├── reverse3d.py │ ├── softmax.py │ ├── softmax3d.py │ └── word_embed.py ├── multigpu │ ├── __init__.py │ ├── launch.py │ ├── server.py │ └── worker.py ├── networks │ ├── __init__.py │ ├── auto_encoder.py │ ├── classifier.py │ ├── network.py │ └── regressor.py ├── preprocessing │ ├── __init__.py │ ├── elastic_distortion.py │ └── padding.py ├── tensor │ ├── __init__.py │ ├── activations.py │ ├── costs.py │ ├── functions.py │ ├── onehot.py │ ├── theano_imports.py │ ├── theano_nnet_imports.py │ └── wrapper.py ├── trainers │ ├── __init__.py │ ├── annealers.py │ ├── base.py │ ├── controllers.py │ ├── cores │ │ ├── __init__.py │ │ ├── ada_family.py │ │ ├── adam.py │ │ ├── momentum.py │ │ ├── nag.py │ │ ├── rmsprop.py │ │ └── rprop.py │ ├── customize_trainer.py │ ├── delayed_trainers.py │ ├── optimize.py │ ├── scipy_trainer.py │ ├── train_logger.py │ ├── trainers.py │ └── util.py └── utils │ ├── __init__.py │ ├── dim_to_var.py │ ├── fake_generator.py │ ├── functions.py │ ├── initializers.py │ ├── map_dict.py │ ├── scanner.py │ ├── stream_pickler.py │ └── timer.py ├── docs ├── index.md ├── mkdocs.md ├── static │ ├── deepy.png │ ├── tutorial2-model.png │ └── tutorial2-network.png ├── tutorial1.md ├── tutorial2.md ├── tutorial3.md └── tutorial4.md ├── examples ├── __init__.py ├── attention_models │ ├── README.md │ ├── baseline.py │ ├── baseline_model.py │ ├── baseline_trainer.py │ ├── first_glimpse.py │ ├── first_glimpse_model.py │ ├── first_glimpse_trainer.py │ ├── gaussian_sampler.py │ ├── models │ │ └── first_glimpse_1.model │ └── plots.ipynb ├── auto_encoders │ ├── mnist_auto_encoder.py │ ├── models │ │ ├── rae1.log │ │ └── rnn1.log │ ├── recursive_auto_encoder.py │ ├── rnn_auto_encoder.py │ └── util.py ├── basic │ ├── resources │ │ └── word_pos.txt │ └── word_pos_rnn.py ├── batch_normalization │ ├── mnist_baseline.py │ ├── mnist_batch_norm.py │ └── models │ │ ├── baseline1.log │ │ └── batch_norm1.log ├── deep_qlearning │ ├── agent.py │ ├── models │ │ └── puckworld_model1.log │ ├── server.py │ └── test.html ├── highway_networks │ ├── highway_layer.py │ ├── mnist_baseline.py │ ├── mnist_highway.py │ └── models │ │ ├── baseline1.log │ │ └── highway1.log ├── initialization_schemes │ ├── gaussian.py │ ├── kaiming_he.py │ ├── models │ │ ├── gaussian1.log │ │ ├── kaiming_he1.log │ │ ├── uniform1.log │ │ └── xavier_glorot1.log │ ├── uniform.py │ ├── util.py │ └── xavier_glorot.py ├── lm │ ├── baseline_rnnlm.py │ ├── char_deep_rnn.py │ ├── char_irnn.py │ ├── char_lstm.py │ ├── class_based_rnnlm.py │ ├── cost.py │ ├── layers.py │ ├── lm.py │ ├── lmdataset.py │ ├── lstm_rnnlm.py │ ├── models │ │ ├── baseline_rnnlm.log │ │ ├── baseline_rnnlm_tanh.log │ │ ├── char_irnn_model1.log │ │ ├── char_lstm_model1.log │ │ ├── char_rnn_model1.log │ │ ├── class_based_rnnlm.log │ │ └── lstm_rnnlm.log │ ├── resources │ │ ├── README.md │ │ ├── ptb.test.txt │ │ ├── ptb.train.100.txt │ │ ├── ptb.train.10k.txt │ │ ├── ptb.train.txt │ │ ├── ptb.valid.txt │ │ └── shakespeare.txt │ ├── utils.py │ └── vocab.py ├── mnist │ ├── deep_convolution.py │ ├── mlp.py │ ├── mlp_dropout.py │ ├── mlp_elastic_distortion.py │ ├── mlp_maxout.py │ ├── mlp_prelu_dropout.py │ └── models │ │ ├── deep_conv.log │ │ ├── mlp1.log │ │ ├── mlp_distortion1.log │ │ ├── mlp_dropout1.log │ │ └── mlp_prelu_dropout1.log ├── scipy_training │ ├── mnist_cg.py │ ├── mnist_lbfgs.py │ ├── models │ │ └── mlp_cg1.log │ └── util.py ├── toys │ ├── models │ │ └── sequence_adding_100_2.log │ └── sequence_adding.py ├── tutorials │ ├── models │ │ ├── tutorial1.log │ │ ├── tutorial2.log │ │ └── tutorial3.log │ ├── tutorial1.py │ ├── tutorial2.py │ └── tutorial3.py └── variational_autoencoder │ ├── README.md │ ├── models │ ├── 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