Walk-through examples of all default datasets in fastai?

Part 1 (2020)
1

Are there any guides/resources that go through each dataset that is available within the fastai library? Such as:

  • CIFAR_100
  • DOGS
  • AG_NEWS
  • YELP_REVIEWS_POLARITY
  • … (complete list)

I would personally find walk-through examples for each dataset useful for beginners who might need a guide to check their approach.

2

I think the docs would be the best place.

If you think it’s missing something, raise a PR/you could write a blogpost on it :smiley:

3

You’re right, the docs do have their examples with some of these datasets. But there are also datasets in there such as YELP_REVIEWS that are not used in any of the official docs.

I actually wouldn’t mind creating a curated list of walk-throughs for all of these datasets :slight_smile:

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4

Please share it with us once it’s up :slight_smile: :tea:

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