Notebooks implemented in PyTorch or Keras


I’ve been having some problems completing this course. My main problem is that I really don’t want to use the library, but instead something like PyTorch or Keras. I feel like the library is way too high level, and I’d really like to learn some tool that I’m going to use afterward, like PyTorch or Keras.

I understand that the development of this library has taken much effort and that there most likely won’t be any official PyTorch/Keras notebook implementations anytime soon, but I’d like to know if you guys know of any additional resources, so that I could continue with the lessons?


There is a thread about implementing in pure Pytorch: Plain PyTorch implementation of notebooks

To learn Pytorch you can start by the Udacity course here:

It is a hard work reimplementing but I think you will learn a lot when you finish. I have done one about Tabular module (v 0.7) Reverse Tabular Module in v1 . with other module like Vision or Text it would be much harder

Hope that helps,

This certainly could be a great way to learn PyTorch, but I think I’ll need more hand holding before that. Have you completed that Facebook’s DL with PyTorch course? I couldn’t really find any reviews of it, so I was wondering what it’s actually like.

For me what worked best was to start playing with pytorch from very basic examples. You can start by implementing a linear regression model, there are plenty of examples online. It’s a good example to understand all the steps needed to build and train a model. Then you start also to understand fastai better.

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Thanks! I’ll definitely give it a go!