Python library for solving reinforcement learning (RL) problems using generative models (e.g. Diffusion Models).

Official implementation of "Normalizing flow neural networks by JKO scheme" (NeurIPS 2023 spotlight)

GenMM

SNU_Mathematical Foundations of Deep Neural Networks_HW

A GreenRoof class inherited from CMF (Catchment Modelling Framework), representing a physically based flow model (Darcy and Richards flow as well as diffusive wave routing for surface runoff).

A framework for analysis and modeling of IP network flows. To cite this Original Software Publication: https://www.sciencedirect.com/science/article/pii/S2352711021001680

a python code to simulate 2D (x,z) flow problem with the modeling of velocity field and passive scalar field under tidal and inflow boundary conditions.

Classification experiments of GenMM models

practice generative AI with MNIST

A material flow cost accounting tool