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  • Real-time brain signal decoding framework
    A Python-based online brain signal decoding framework. It includes training and testing protocols which support Google Glass feedback, classifier training, signal visualization and recording.

  • Microsoft Brain Decoding Competition
    This First-Prize winning Python code can be run independently on any Python environment or in Azure Machine Learning Studio.

  • Stochastic Context-Free Grammar Learner
    This code provides the learning of Stochastic Context-Free Grammar (SCFG) structures and parameters. It was developed to learn hierarchical representations from various human tasks.

  • Structured Activity / Action Recognition Dataset
    This dataset provides 6 different types of structured activities, each represented as a sequence of various action components.