The project is devided into 4 parts :
- Data pre-processing.
- Data Augmentation using VAE.
- Classification using BNN.
- Results :
- Exploring the parameters destributions and plotting examples.
- Model evaluation.
P.S : ameliorations which will be made to this notebook in the near future :
- demystificaiton of each model.
- re-training the models with the full dataset (12 million data points fully balanced) insead of 16K datapoints.
- and ofc cleaning and re-structuring for public usage.
Author : Mohamed HMINI from INSEA / M2SI