These are the Jupyter notebooks used for Jin Huang's MSc Data Science thesis. There are three notebooks in total, which are deep learning experiments using artificial generated data, split seismic waveforms and full seismic waveforms for the dataset. event_001~076 are data files for split seismic waveforms and full seismic waveforms experiments.