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Machine learning model and geometric phase calculation - code package

The repository includes code to do the FFT and machine learning to train model, test and inspection, the geometric phase calculation code.

To run code, create a virtual environment using conda env create -f environment.yml, then activate the environment seismic-ml.

  • Raw_ML - Includes raw signal FFT data and machine learning code and results.
  • CC_ML - Includes CC signal FFT data, machine learning code and results and geometric phase change calculation code.

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