Background knowledge for Generative Adversarial Nets - Deepest-Project/Greedy-Survey GitHub Wiki
Contents
1. Model related to Boltzmann machine
- Boltzmann machine
- Restricted Boltzmann machine
- Deep belief network
2. Information Theory
- What is Information theory?
- Self-information
- Shannon entropy
- Kullback -Leibler divergence (KLD)
- Cross entropy
- Jensen–Shannon Shannon divergence