There are still some unresolved bugs.
- Lab 1: back-propagation.
- Back-propagation part is implemented exclusively for settings with 2 hidden layers. Not too hard to generalize to arbitrary hidden layers.
- Lab 2: Temporal Difference Learning.
- Lab 3: EEG classification.
- Lab 4: Diabetic Retinopathy Detection.
- Lab 5: Conditional VAE For Video Prediction.
- Assignment 1: Prove DDPM.
- Lab 6: DQN and DDPG.
- BreakoutNoFrameskip-v4 is NOT correctly implemented.
- Lab 7: Let’s Play DDPM.
- There are some unresolved bugs in the DDPM model.