Popular GitHub Repositories for Generative Modeling

Awesome resources on normalizing flows.

Regression Transformer (2023; Nature Machine Intelligence)

Unofficial Implementation of "Denoising Diffusion Probabilistic Models" in PyTorch(Lightning)

Official code for Continuous-Time Functional Diffusion Processes (NeurIPS 2023).

DiffuLab is designed to provide a simple and flexible way to train diffusion models while allowing full customization of its core components.

ICLR25 | Official code base for Denoising Levy Probabilistic Models (DLPM)

The code for the paper "Incentivizing Collaboration in Machine Learning via Synthetic Data Rewards" AAAI'22 Oral Presentation.

A rectified flow implementation in Flax

This repository is a comprehensive guide and toolkit for music generation, featuring diverse algorithms, deep learning models, and creative techniques to inspire and assist in the composition of unique musical pieces.

Official source code repository for the paper "Benchmarking Generative Latent Variable Models for Speech"