├── .gitignore ├── LICENSE ├── README.md ├── convnade ├── README.md ├── convnade │ ├── __init__.py │ ├── batch_schedulers.py │ ├── convnade.py │ ├── datasets.py │ ├── factories.py │ ├── losses.py │ ├── tasks.py │ ├── utils.py │ └── vizu.py ├── scripts │ ├── compute_nll.py │ ├── estimate_nll.py │ ├── merge_nll_evaluations.py │ ├── sample_convnade.py │ ├── train_convnade.py │ └── view_results.py ├── setup.py └── tests │ ├── test_convnade.py │ └── test_losses.py └── deepnade ├── .gitattributes ├── README.md ├── analyse_orderless_NADE.py ├── binarized_mnist.hdf5 ├── buml ├── Backends │ ├── Backend.py │ ├── Console.py │ ├── HDF5.py │ ├── TextFile.py │ └── __init__.py ├── Data │ ├── BigDataset.py │ ├── Data.py │ ├── Dataset.py │ ├── HTKSpeechDataset.py │ ├── SpeechDataset.py │ ├── TheanoAdapter.py │ ├── __init__.py │ └── utils │ │ ├── __init__.py │ │ ├── filter_speech.py │ │ └── utils.py ├── Instrumentation │ ├── ActivationRate.py │ ├── ClassificationError.py │ ├── Configuration.py │ ├── Error.py │ ├── Function.py │ ├── Instrumentable.py │ ├── Instrumentation.py │ ├── Measurement.py │ ├── Parameters.py │ ├── Timestamp.py │ ├── TrainingLoss.py │ └── __init__.py ├── Model │ ├── Model.py │ └── __init__.py ├── NADE │ ├── BernoulliNADE.py │ ├── MoGNADE.py │ ├── MoLaplaceNADE.py │ ├── NADE.py │ ├── OrderlessBernoulliNADE.py │ ├── OrderlessMoGNADE.py │ └── __init__.py ├── Optimization │ ├── Epochable.py │ ├── MomentumSGD.py │ ├── Optimizer.py │ ├── SGD.py │ └── __init__.py ├── ParameterInitialiser │ ├── Constant.py │ ├── Copy.py │ ├── Gaussian.py │ ├── ParameterInitialiser.py │ ├── Sparse.py │ └── __init__.py ├── Results │ ├── Results.py │ └── __init__.py ├── TrainingController │ ├── AdaptiveLearningRate.py │ ├── ConfigurationSchedule.py │ ├── EarlyStopping.py │ ├── LinearConfigurationSchedule.py │ ├── MaxIterations.py │ ├── MontrealLearningRate.py │ ├── NaNBreaker.py │ ├── TrainingController.py │ ├── TrainingErrorStop.py │ └── __init__.py ├── Utils │ ├── DropoutMask.py │ ├── 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