Deep Learning and Practice 2022 Spring @ NYCU IOC.
In this course, there are 7 labs and 1 final project in total.
- Lab1: Warm-up: Python + Pytorch
- Lab2: Back Propagation
- Lab3: 2048-Temporal Difference Learning
- Lab4-1: EEG Classification
- Lab4-2: Diabetic Retinopathy Detection
- Lab5: Conditional VAE for Video Prediction
- Lab6: Deep Q-Network and Deep Deterministic Policy Gradient
- Lab7: Let's play GANs
- Final Project: Stance Detection with Transformers
- Ubuntu 20.04.3 LTS
- Python 3.8.10
- NVIDIA GeForce GTX 1070