romanycc/NYCU_DLP_2023

NYCU DLP 2023

NYCU_DLP_2023

• 2023 Spring Semester Deep Learning
• 我媽問我最近都在做什麼？：Gradient Descent

Lab1：Backpropagation

Lab2：2048

• Adding extra features can extremely improve performance, which is not implement in my code.

Lab3：EEG classification

Lab4：Diabetic retinopathy detection

Lab5：CVAE

Lab6：DQN and DDPG

• LunarLander-v2, LunarLanderContinuous-v2, BreakoutNoFrameskip-v4
• Check this github can save your precious time : https://github.com/AdrianHsu/breakout-Deep-Q-Network

Lab7：Let's play DDPM

• UNet2DModel : https://huggingface.co/docs/diffusers/v0.16.0/en/api/models#diffusers.UNet2DModel