microarray-data

Code for a future "Classification of microarray data" paper.

Quickstart

To use it please run: git clone https://github.com/PsorTheDoctor/microarray-data.git

Examples of using a data loader and augmentation methods are shown in this notebook:

https://github.com/PsorTheDoctor/microarray-data/blob/main/notebooks/microarray_augmentation.ipynb

References:

Improved Regularization of Convolutional Neural Networks with Cutout: https://arxiv.org/pdf/1708.04552.pdf

CutMix: Regularization Strategy to Train Strong Classifierswith Localizable Features: https://arxiv.org/pdf/1905.04899v1.pdf

mixup: Beyond Empirical Risk Minimization: https://arxiv.org/pdf/1710.09412v2.pdf

Conditional Image Generation withPixelCNN Decoders: https://arxiv.org/pdf/1606.05328.pdf