- Pytorch >= 0.4.0
- Python >= 3.5
- Numpy
- Pandas
- Sklearn
- Set path to the src data.
- Run main_ionosphere.py to train PISAE on Ionosphere data
- Run main_covertype.py to train PISAE on CoverType data
B. O. Ayinde and A. Y. Barnawi, "Energy Conservation in Wireless Sensor Networks Using Partly-Informed Sparse Autoencoder," in IEEE Access, vol. 7, pp. 63346-63360, 2019. doi: 10.1109/ACCESS.2019.2917322