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mirkwood

Tested in Python3.8. X_simba, y_simba: fluxes and galaxy properties for samples in the Simba simulation. X_eagle, y_eagle: fluxes and galaxy properties for samples in the Eagle simulation. X_tng, y_tng: fluxes and galaxy properties for samples in the Illustris-TNG simulation.

  1. Create an Anaconda3 environment with the packages (along with their respective versions) listed in conda_environment.txt.
  2. Say the above environment is called 'environ'. (a) In ~/anaconda3/envs/tpot/lib/python3.8/site-packages/ngboost/, replace ngboost.py with the one provided. (b) In ~/anaconda3/envs/tpot/lib/python3.8/site-packages/ngboost/distns/, replace normal.py with the one provided.
  3. Run main.py to run mirkwood.
  4. Run make_plots.py to recreate the figures in the paper.