Welcome to ASTROMER documentation!

ASTROMER is a transformer based model pretrained on millions of light curves. ASTROMER can be finetuned on specific datasets to create useful representations that can improve the performance of novel deep learning models.

❗ This version of ASTROMER can only works on single band light curves.

This project was published by C. Donoso-Oliva, I. Becker, P. Protopapas, G. Cabrera-Vives, M. Vishnu and H. Vardhan, 2023, A&A, 670, A54.

Important

This sample documentation was generated on Feb 24, 2023, and is rebuilt weekly.

Resources

Contributing to ASTROMER

If you train your model from scratch, you can share your pre-trained weights by submitting a Pull Request on the weights repository