A Deep Convolutional Neural Network for generating mock dark matter halo catalog.
This is a 3D implementation of the U-Net architecture (a V-Net). It introduces some functionality allowing architecture variations and hyperparameter tuning. It includes some tools for pre-processing of dark matter halo catalogs and analysis of the network's predictions.
For more details please see the paper.
Install the module with
python setup.py install