Tools for interpolating spectral models with neural networks. It is just for personal test, please refer to the original source: https://github.com/tingyuansen/The_Payne
Clone this repository and run code from the base directory.
python setup.py install
pip install -U git+git://github.com/yutaozhou/The_Payne
The tutorial shows some simple use cases.
- The spectral model and fitting routines require only Numpy and Scipy.
- Training a new neural network requires PyTorch (GPUs required).
- All these dependencies will be automatically installed alongside with this package
- I develop this package in Python 3.7 using Anaconda.
- Please cite Ting et al. 2019, when using this code. The paper describes the method and its application to APOGEE spectra.
- Yuan-Sen Ting -- ting at ias dot edu
- Kareem El-Badry
Copyright 2019 by Yuan-Sen Ting.
This software is governed by the MIT License: In brief, you can use, distribute, and change this package as you please.