Repo is to learn pytorch through Zero to Mastery book and Dive into Deep Learning , contains the oringinal version and my own record and replication. To make it easy, the two part is named to Z2M and D2l, oringinal is submodules.
《从零到精通学习 PyTorch 进行深度学习》
- 01. PyTorch Workflow Fundamentals
- 02. PyTorch Neural Network Classification
- 03. PyTorch Computer Vision
- 04. PyTorch Custom Datasets
- 05. PyTorch Going Modular
- 06. PyTorch Transfer Learning
- 07. PyTorch Experiment Tracking
- 08. PyTorch Paper Replicating
- 09. PyTorch Model Deployment
- A Quick PyTorch 2.0 Tutorial
《动手学深度学习》jupyter代码转pycharm运行，主要是方便调试，平时用pycharm比较多。 针对部分重要章节，同时在第5章后准备写一些问答题
进度安排
- ch3 Linear Neural Network
- ch4 Multilayer Perceptrons
- ch5 Compute for Deeplearning
- ch6 Convolutional Neural Networks
- ch7 Modern Convolutional Neural Networks
- ch8 Recurrent Neural
- .......