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Choose Your Model

Select the machine learning model for classification

RECOMMENDED

Dash Model

CNN-based model from the original DASH paper

CNN Template Matching RLap Scores

1D CNN (redshift)

1D convolutional classifier trained on WISeREP data

1D CNN 5 Classes Redshift Input

1D CNN (no redshift)

1D convolutional classifier trained on WISeREP data

1D CNN 5 Classes No Redshift Input

DAEP Latent (redshift)

Universal encoder plus MLP, trained with deredshifted spectra

DAEP Latent Encoder Redshift Input

DAEP Latent (no redshift)

Universal encoder plus MLP, trained without redshift as input

DAEP Latent Encoder No Redshift Input
Upload a PyTorch .pth/.pt file
Map class names to indices. Use double quotes: {"Ia": 0, "IIn": 1, "II": 3}. Python style with single quotes is also accepted.
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