PyTorch implementations of some assignments which were originally given in tensorflow and/or Keras. I will try to edit the original code for PyTorch 0.4 so that it is compatible with PyTorch 2.0.1.
- Course 4 - Convolutional Neural Networks
- Week 1
- Convolution model - Application: simplified the homewordk .ipynb code as well as
cnn_utils.pyto make them more readable.
- Convolution model - Application: simplified the homewordk .ipynb code as well as
- Week 2
- KerasTutorial
- ResNets
- Week 4
- Face Recognition
- Neural Style Transfer
- Week 1
- Course 5 - Sequence Models
- Week 1
- Dinosaur Island -- Character-level language model
- Week 2
- Emojify
- 1 - Baseline model: Emojifier-V1&V2: added pytorch implementation of LSTM Emojify V2.
- Emojify
- Week 1