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# System prepended metadata

title: Transition Notes

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# Transition Notes

[toc]

## Scripts
- Training script
    - Ready for training both architectures
    - Not yet pushed to repo, will wait


## Model

- Models:
    - ViT: done
    - Swin: running now
    - DeiT: in progress
    - CLIP: in progress
        - custom wrapper made to train just the vision branch of the model
        - NOTE this in the write-up. 
        - There was no appropriate column to act as the text input for this model.
    - ResNet18: done
    - DenseNet121: done
    - ConvNeXt_tiny: done

Training data:
In the pretrained models:
- These labels map to ONE (n=10,796):
    - Pet was adopted on the same day as it was listed.
    - Pet was adopted between 1 and 7 days (1st week) after being listed.
    - Pet was adopted between 8 and 30 days (1st month) after being listed.
    - Pet was adopted between 31 and 90 days (2nd & 3rd month) after being listed.
- This label maps to ZERO (n=4,197):
    - No adoption after 100 days of being listed. (There are no pets in this dataset that waited between 90 and 100 days). 

* Not all pets have images (those are dropped) (n≈341)
* There were rows with nan AdoptionSpeeds () -- only the subsampled bias_dev.csv set. This is a result of the test.csv not having any AdoptionSpeed.
