CYOA (Choose Your Own Anomaly) Models

Pre-trained models for the ZTF anomaly detection pipeline.

RTF Transformer Autoencoder

  • Architecture: Transformer AE, latent_dim=64
  • Parameters: 1241927
  • Training data: N/A ZTF light curves
  • Best epoch: 199
  • Band accuracy: N/A

Isolation Forest

  • Trained on RTF latent embeddings
  • contamination=0.05, n_estimators=200

Usage

from from_HF import download_models, verify_models
download_models()
verify_models()
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