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A repository for extracting/manipulating MYRORSS data for use in deep learning models.

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OUSWAT/myrorss-deep-learning

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This is a repository for extracting storm dataset from MYRORSS. extract.py - finds dataset and performs functions for grabbing specific features for each sample. Places samples in file-system load_data.py - loads the samples into a npy file, using target.py Thereafter: run.py - runs the experiment by utilizing:

  1. dataset.py - unloads data and normalizes dataset
  2. experiment.py - loads and trains model
  3. unet.py - provides architectures to be loaded by experiment.py
  4. loss_functions.py - contains custom losses

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A repository for extracting/manipulating MYRORSS data for use in deep learning models.

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