generative-model

[NeurIPS 2024 Best Paper Award][GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ultra-simple, user-friendly yet state-of-the-art* codebase for autoregressive image generation!

transformers generative-model image-generation auto-regressive-model gpt neurips gpt-2 diffusion-models autoregressive-models vision-transformer large-language-models generative-ai

UpdatedNov 10, 2025
Jupyter Notebook

openai /jukebox

Star8k

Code for the paper "Jukebox: A Generative Model for Music"

audio music paper pytorch transformer generative-model vq-vae

UpdatedJun 19, 2024
Python

wiseodd /generative-models

Star7.5k

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

machine-learning tensorflow pytorch gan generative-model vae restricted-boltzmann-machine rbm

UpdatedMar 24, 2024
Python

carpedm20 /DCGAN-tensorflow

Star7.2k

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

tensorflow gan dcgan generative-model

UpdatedJan 6, 2021
JavaScript

SkalskiP /courses

Star6.2k

This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)

nlp machine-learning natural-language-processing tutorial deep-neural-networks computer-vision deep-learning transformers generative-model multimodal mlops stable-diffusion

UpdatedApr 22, 2024
Python

hwalsuklee /tensorflow-generative-model-collections

Star3.9k

Collection of generative models in Tensorflow

tensorflow gan mnist infogan generative-model vae ebgan generative-adversarial-networks wgan cvae lsgan variational-autoencoder began cgan wgan-gp generative-models dragan acgan fashion-mnist improved-wgan

UpdatedAug 8, 2022
Python

lucidrains /stylegan2-pytorch

Star3.8k

Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement

machine-learning pytorch artificial-intelligence generative-adversarial-network generative-model

UpdatedJan 12, 2025
Python

podgorskiy /ALAE

Star3.5k

[CVPR2020] Adversarial Latent Autoencoders

python machine-learning computer-vision deep-learning neural-network paper pytorch generative-adversarial-network gan generative-model autoencoder celeba paper-implementations face-generation pytorch-implementation celeba-hq stylegan ffhq cvpr2020 alae

UpdatedJan 23, 2021
Python

sdv-dev /SDV

Star3.4k

Synthetic data generation for tabular data

machine-learning deep-learning time-series generative-adversarial-network gan generative-model data-generation gans synthetic-data sdv multi-table synthetic-data-generation relational-datasets generative-ai generativeai

UpdatedDec 17, 2025
Python

deepseek-ai /DreamCraft3D

Star3k

[ICLR 2024] Official implementation of DreamCraft3D: Hierarchical 3D Generation with Bootstrapped Diffusion Prior

generative-model 3d-creation 3d-generation diffusion-models image-to-3d aigc

UpdatedApr 22, 2025
Python

buaacyw /MeshAnything

Star2.3k

[ICLR 2025] From anything to mesh like human artists. Official impl. of "MeshAnything: Artist-Created Mesh Generation with Autoregressive Transformers"

transformers point-cloud mesh generative-model mesh-generation auto-regressive-model 3d large-language-models generative-ai iclr2025