On the the topic of frameworks: I would love to hear how you feel about the JAX ecosystem and if you had a chance to play with it.
Thanks in advance!
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Are you referring to converting timeseries to images etc?
Will come back to you on this one!
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Yes that one 
Both of those examples are mentioned in the fastbook (nothing explicitly mentioned tonight)
Can someone explain how AdamW code is implemented in fastai?
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It is explained in the fastai book in this chapter:
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That chai feeling when you see Jeremy sharing new Kaggle notebooks. 
That even more chai feeling when you realise he is 4 medals away from becoming a Notebooks grandmaster so we might get 4 more tutorials
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Ignacio Oguiza (@oguiza here) is one of the primary references.
See the following refs:
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Thanks for sharing
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Hi @jkorte,
I’d say probably the easiest way to understand how this works is to take a look at this notebook which demonstrates how this technique can be used.
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13 posts were merged into an existing topic: Help: Using Colab or Kaggle 
The timm package is truly great and also quite often updated with new architectures or adjustments to the existing ones.
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make sure to install from master to make use of the cutting-edge SOTA models as soon as it’s added:
pip install git+https://github.com/rwightman/pytorch-image-models.git
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6 posts were merged into an existing topic: Help: Basics of fastai, PyTorch, numpy, etc
for image segmentation, dose fastai library have a labeling tool for it?
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How do I get the same presentation setup Jeremy is using in jupyter? I have not seen that functionality to switch between powerpoint and code
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I had the same question, it’s pretty neat
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No I haven’t seen a labeling tool for this. There are setups for image classification however
@nchukaobah As this is a popular question, I will ensure he addresses it.
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