Deep learning

Textbook: Datawhale - 深度学习详解

Video: 李宏毅机器学习2021

Homework: ML2021-Spring

DateTopicFile
1.25Colab | PytorchPytorch Tutorial
1.26Reading | HW 1
1.27Lecture 2
1.28Reading | HW 2
1.29Lecture 3
1.30Reading | HW 3
1.31HW 4
2.1Lecture 4 (Transformer)
2.2Reading | HW 5
2.3Lecture 5 (Generative model)
2.4Reading | HW 6
2.5Lecture 6 (Self-Supervised Learning)
2.6Reading | HW 7
2.7HW 8
2.8Lecture 7 (Explainable AI)
2.9Reading | HW 9
2.10Lecture 9 (RL)
2.11Reading | HW 12
2.12Lecture 11 (Meta)
2.13Reading | HW 15