This repository contains code for the Spectroscopic Transformer, a pixel-wise deep learning model for spectral tasks.
Subdirectories of this repository contain research code for specific publications and/or applications.
Note
A future version of this repository will provide the SpecTf model architecture as an installable package.
Note
Conda environment definitions will be provided in the future.
- Pytorch
- ISOFIT
- Spectral Python
- Rasterio
- Schedulefree
sklearn
pyyaml
numpy
- (for training logging) WandB
Jake H. Lee, Michael Kiper, David R. Thompson, Philip G. Brodrick. In Review
Preprint: https://arxiv.org/abs/2501.04916
For details see the cloud directory