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README.md

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

Requirements

  • 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.