Learning & Interpreting The Galaxy-Halo Connection In Cosmic Simulations (thesis data)

Contains calculated halo and galaxy variables and derived mock observable quantities; predictions by the machine learning model and modifications by stochastic amendment, in hdf5 format. The data is divided into six zip files: train.zip: TNG simulation data used to train the neural networks test.zip: TNG simulation data used to assess the predictions of the trained models pred.zip: Outputs of the trained models when applied to the test data. stoch.zip: Predicted data following stochastic modification. dark.zip: Outputs of the trained models when applied to the TNG-Dark simulation data. uchuu.zip: Outputs of the trained models when applied to the Uchuu simulation data.