vc-cloud/Kaggle_EDFMASD

An exploration of "Kaggle-EEG data for Mental Attention State Detection". Construct a pipeline to preprocess data. Use Wavelet Packet Decomposition to extract time-frequency features of EEG-data. Finally, use SVM, CNN and LSTM to do the classification.

Jupyter Notebook