Add examples

[sbrunk]

We should provide a few examples in the docs and perhaps also as subproject showing things like data loading and a complete training loop.

Some interesting examples could be:

• [x] A basic hello world example using MNIST or Fashion-MNIST
• [x] A vision model with transfer learning, i.e. for image classification
• [ ] An NLP model i.e. using a transformer model like BERT
• [ ] ...

[davoclavo]

I am working through the lectures by Andrej Karpathy - Neural Networks: Zero to Hero (thanks for the recommendation!), and I am planning to add all the exercises as examples here, hopefully it doesn't take me too long.

[dahlej]

I'm interested in this as well. I'm new to a lot of this, so my ability may be low, but I'll be happy to review and comment.

[sbrunk]

Hey @dahlej welcome! Any contribution is helpful so please don't hesitate to participate and ask questions.

I want Storch be useful for people no matter what their background or level of experience is, so it's always good to have different perspectives. I'm learning a lot myself while working on it.