Experiments in deep learning for class imbalance
Required Libraries
- Tensorflow https://www.tensorflow.org/versions/r0.9/get_started/os_setup.html#pip-installation
- mlxtend http://rasbt.github.io/mlxtend/
- libsdae https://github.com/rajarsheem/libsdae
Datasets:
- KEEL http://www.keel.es/datasets.php (Imblanced Datasets) [use reading function
algorithms.utils._read_dat] - https://www.dropbox.com/sh/2g8hzs1ymwzg3hb/AACaFw47HJYrzaMuKLAM2ZJMa?dl=0 [use reading function
algorithms.utils._read_split]