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Is fastAI supported #167

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vahuja4 opened this issue Dec 2, 2021 · 2 comments
Open

Is fastAI supported #167

vahuja4 opened this issue Dec 2, 2021 · 2 comments
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enhancement New feature or request

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@vahuja4
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vahuja4 commented Dec 2, 2021

I am wanting to know if baal supports the fastAI library? If so, please share an example.
@vahuja4 vahuja4 added the enhancement New feature or request label Dec 2, 2021
@Dref360
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Dref360 commented Dec 2, 2021

Hello,

I'm not familiar with fastAI unfortunatly.

But let me know if that works for you:

  1. ActiveLearningDataset works on a pytorch Dataset.
  2. ActiveLearningLoop requires a function that returns the predictions from a Pytorch Dataset.
  3. Heuristics like BALD works on any array numpy or tensors.

We would love to know more about this potential integration.

We already support HugginFace and Pytorch-Lightning if that can help!

@Dref360
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Dref360 commented Mar 14, 2022

Anything I can assist with? Happy to schedule a call as needed too.

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@vahuja4 @Dref360