Calculate stellar parameters using deep networks
This repository contains the code that was used to calculate the stellar parameters in https://arxiv.org/abs/1811.03639. If you plan to use this code, please cite the following paper: https://arxiv.org/abs/1811.03639
- Tensorflow (tested and run on version 1.4.0)
- TFLearn (tested and run on version 0.3.2)
- The trained model code (download here and paste in the models folder)
- To run the notebook: Jupyter, matplotlib and tqdm
You can install specific versions using pip with for example
pip install tensorflow==1.4.0. It is recommended to run tensorflow with a GPU, please refer to the tensorflow documentation to set it up.