This repo contains code for this blog post.

Prior code usage install all required packages pip install -r requirements.txt

To get all outputs similar to posted in blog - just execute ./run_all.sh

All results will be saved to /tmp/rbm_* folders.

To train RBM/Autoencoder standalone - see docs inside run_rbm.py and run_encoder.py files.

Results validation can be performed with files from results_validation folder. Check inner files docs or run_all.sh file to get intuition how to use them.