Project for PMLDL'21 course
All the data (e.g., prepared dataloaders and models) can be found here.
Some functions for data preprocessing were taken from this awesome tutorial.
Final report and progress reports can be found in presentation/reports folder.
All the architectures discussed in the final report are in autoencoder.ipynb document.
All the data preprocessing and dataloaders creation are in helping_module and data_processing.ipynb.
Final presentation is in presentation/ folder, follow the instructions there to view it.