This repo contains notebooks that reproduce tutorials and experiments from Deep Learning - The Straight Dope.
The original tutorial is based on MXNet's gluon
APIs. I think there is no similar work for the PyTorch community so I rewrite the code in PyTorch, with minimal modifications (for example, I probably switch to another dataset).
I modified the text content slightly but keep all the core contents remained. In addition, I only rewrite those notebooks based on gluon
, if you want to have a look at the from scrach
series. Currently, I have no plan to do in the near future.
The original work is licensed under the Apache License 2.0, here I still stick with it.
- PyTorch 0.4.0
- torchvision
- matplotlib
- CUDA installation (optional)
TODO...