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implement original MRNet in fastai #8

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merged 1 commit into from
Apr 28, 2019

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wfwiggins
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  1. mrnet_orig.py adds classes for loading data and creating a custom Learner for the MRNet model with a custom weighted binary cross-entropy loss function (due to the class imbalance in the MRNet data)
  2. MRNet_fastai_example.ipynb demonstrates example usage of the classes in (1)

Note: I have yet to implement data augmentation due to conflict between the need for image stacks and my forcing their implementation via the fast.ai Image class.

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Check out this pull request on ReviewNB: https://app.reviewnb.com/lessw2020/mrnet-fastai/pull/8

Visit www.reviewnb.com to know how we simplify your Jupyter Notebook workflows.

@lessw2020 lessw2020 merged commit 29bdbcb into lessw2020:master Apr 28, 2019
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