generative-modeling topic
awesome-normalizing-flows
Awesome resources on normalizing flows.
pytorch_cpp
Deep Learning sample programs using PyTorch in C++
denoising_diffusion
Unofficial Implementation of "Denoising Diffusion Probabilistic Models" in PyTorch(Lightning)
torch-mnf
Multiplicative Normalizing Flows in PyTorch.
regression-transformer
Regression Transformer (2023; Nature Machine Intelligence)
dpf-nets
Flow-based generative model for 3D point clouds.
LRS_NF
[AISTATS2020] The official repository of "Invertible Generative Modling using Linear Rational Splines (LRS)".
generative-modeling-explained
Ying Nian Wu's UCLA Statistical Machine Learning Tutorial on generative modeling.
OptimalTransportModeling
The repository contains reproducible PyTorch source code of our paper Generative Modeling with Optimal Transport Maps, ICLR 2022.
nce
Noise Contrastive Estimation (NCE) in PyTorch