TorchGAN — Peer-reviewed • Rank 18.9 • Science 100%

TorchGAN: A Flexible Framework for GAN Training and Evaluation - Published in JOSS (2021)

miditok • Rank 17.9 • Science 77%

MIDI / symbolic music tokenizers for Deep Learning models 🎶

https://github.com/sdv-dev/sdv • Rank 23.9 • Science 59%

Synthetic data generation for tabular data

causalegm • Rank 11.3 • Science 54%

A General Causal Inference Framework by Encoding Generative Modeling

rho-diffusion • Rank 3.9 • Science 54%

Parameterizing n-dimensional density fields using denoising diffusion probabilistic models

sparke-diffusers • Rank 1.4 • Science 54%

[arXiv] Official implementation of "SPARKE: Scalable Prompt-Aware Diversity Guidance in Diffusion Models via RKE Score" for enhancing diversity of diffusion models.

zuko • Rank 17.0 • Science 36%

Normalizing flows in PyTorch

https://github.com/dmetivie/stochasticweathergenerators.jl • Rank 2.4 • Science 49%

A Julia package to define, fit and generate from Stochastic Weather Generators

dnadiffusion • Rank 11.8 • Science 36%

🧬 Generative modeling of regulatory DNA sequences with diffusion probabilistic models 💨

https://github.com/cloneofsimo/paint-with-words-sd • Rank 8.1 • Science 23%

Implementation of Paint-with-words with Stable Diffusion : method from eDiff-I that let you generate image from text-labeled segmentation map.

https://github.com/ai-forever/mgpt • Rank 7.0 • Science 23%

Multilingual Generative Pretrained Model

https://github.com/cedrickchee/chatgpt-universe • Rank 6.6 • Science 23%

ChatGPT Universe is fleeting notes on ChatGPT, GPT, and large language models (LLMs)

https://github.com/compvis/net2net • Rank 6.1 • Science 10%

Network-to-Network Translation with Conditional Invertible Neural Networks

https://github.com/chenliu-1996/gan-evaluator • Rank 3.2 • Science 10%

A pip-installable evaluator for GANs (IS and FID). Accepts either dataloaders or individual batches. Supports on-the-fly evaluation during training. A working DCGAN SVHN demo script provided.

genqc • Science 67%

Generative Quantum Circuits

https://github.com/cloneofsimo/consistency_models • Science 36%

Unofficial Implementation of Consistency Models in pytorch

bio-diffusion • Science 67%

A geometry-complete diffusion generative model (GCDM) for 3D molecule generation and optimization. (Nature CommsChem)

https://github.com/andleb/ciwganfiwgan-pytorch • Science 10%

https://github.com/april-tools/gekcs • Science 23%

How to Turn Your Knowledge Graph Embeddings into Generative Models

https://github.com/compnet/signedstabilitybenchmark • Science 13%

awesome-japanese-llm • Science 75%

日本語LLMまとめ - Overview of Japanese LLMs

molecule-signature-paper • Science 54%

Code supporting the paper 'Getting Molecules from their Fingerprints: Generative Models vs. Deterministic Enumeration'

diffgan-tts • Science 36%

PyTorch Implementation of DiffGAN-TTS: High-Fidelity and Efficient Text-to-Speech with Denoising Diffusion GANs

influence-model • Science 57%

A Python implementation of the influence model, a generative model that describes the interactions between networked Markov chains

https://github.com/alan-turing-institute/memorization • Science 13%

Code for "On Memorization in Probabilistic Deep Generative Models"

https://github.com/berenslab/disentangling-retinal-images • Science 49%

This repository contains the code for the paper "Disentangling representations of retinal images with generative models".

deep_generative_models • Science 54%

Repository of the paper Compressing Sensor Data for Remote Assistance of Autonomous Vehicles using Deep Generative Models at ML4AD @ NeurIPS 2021.

https://github.com/astro-informatics/s2scat • Science 49%

Differentiable and GPU accelerated scattering covariance statistics on the sphere

bsi • Science 54%

Generative Modeling with Bayesian Sample Inference

cross-speaker-emotion-transfer • Science 36%

PyTorch Implementation of ByteDance's Cross-speaker Emotion Transfer Based on Speaker Condition Layer Normalization and Semi-Supervised Training in Text-To-Speech

synthflair • Science 44%

Synthetic FLAIR generation software

minimal-text-diffusion • Science 54%

A minimal implementation of diffusion models for text generation

flowdock • Science 67%

A geometric flow matching model for generative protein-ligand docking and affinity prediction. (ISMB 2025)

https://github.com/alleninstitute/biomolvec • Science 13%

Notebooks and scripts used for the Nautilex Hackathon