qbhan / advanced_kpcn

Advancing KPCN for Monte-Carlo reconstruction

Advancing Kernel Predicitng Convolutional Network for Monte Carlo Reconstruction

Reproduction of KPCN (Bako et al, 2017)

• Shout out to Nidjo123's work
• https://github.com/Nidjo123/kpcn
• My contribution is to convert the jupyter notebook to python files with modularity

TODOs

• Clean the dummy variables to one
• Make individual functions for data extract, data load, train, model save & load, etc.