Awesome
deeplearning.ai in PyTorch
PyTorch implementations of some assignments which were originally given in tensorflow and/or Keras. I might try to implement other assignments in the future as well. I generally discard numpy notebooks since they are lower level and I don't think it would be useful to implement them in PyTorch.
- You need <b>PyTorch 0.4+</b> to run them locally.<br>
- <b>Course 4 - Convolutional Neural Networks</b>
- <b>Week 1</b>
- Convolution model - Application ✔
- <b>Week 2</b>
- KerasTutorial ✔
- ResNets ✔
- <b>Week 4</b>
- Face Recognition ✔
- Neural Style Transfer ✔
- <b>Week 1</b>
- <b>Course 5 - Sequence Models</b>
- <b>Week 1</b>
- Dinosaur Island -- Character-level language model ✔
- <b>Week 2</b>
- Emojify
- 1 - Baseline model: Emojifier-V1 ✔
- Emojify
- <b>Week 1</b>