This repository contains the code used in the paper "Distance and stellar parameters estimations of solar-like stars from LAMOST spectroscopic survey" by Yue-Yue Shen and A-Li Luo.
The final catalog of the paper is available here. The columns are described in Table D.1 in the paper.
The training set and the trained model are available via Zenodo at doi: 10.5281/zenodo.13748129.
1_preprocess.ipynb: Preprocess of the spectra, you can skip this step if you use the training set provided.2_cnn_model.ipynb: Model prediction and performance evaluation. Including the codes for Figure 5, Figure 6 and Figure 7 in the paper.
If you have any questions, please contact me! 📬 [email protected]
Collaborations are welcome! 🤝