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The Top 23 Generative Model Vae Open Source Projects

Open source projects categorized as Generative Model Vae
Categories > Machine Learning > Generative Model
Generative Models ⭐ 6,010
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
most recent commit 5 years ago
Tensorflow Generative Model Collections ⭐ 3,570
Collection of generative models in Tensorflow
most recent commit 6 years ago
Diffusion Models Papers Survey Taxonomy ⭐ 2,411
Diffusion model papers, survey, and taxonomy
most recent commit 3 months ago
Zhusuan ⭐ 2,139
A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow
most recent commit 2 years ago
Awesome Diffusion Models In Medical Imaging ⭐ 923
Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)
most recent commit 3 months ago
Tensorflow2 Generative Models ⭐ 833
Implementations of a number of generative models in Tensorflow 2. GAN, VAE, Seq2Seq, VAEGAN, GAIA, Spectrogram Inversion. Everything is self contained in a jupyter notebook for easy export to colab.
most recent commit 3 years ago
Moses ⭐ 730
Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models
most recent commit 5 months ago
Pytorch Vqvae ⭐ 679
Vector Quantized VAEs - PyTorch Implementation
most recent commit 9 months ago
Sentence Vae ⭐ 569
PyTorch Re-Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349
most recent commit a year ago
Semi Supervised Pytorch ⭐ 554
Implementations of various VAE-based semi-supervised and generative models in PyTorch
most recent commit 4 years ago
Pixyz ⭐ 473
A library for developing deep generative models in a more concise, intuitive and extendable way
total releases 10most recent commit 7 months ago
Awesome Vaes ⭐ 448
A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.
most recent commit 3 years ago
Generative Models ⭐ 414
Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN
most recent commit 5 years ago
Ffjord ⭐ 388
code for "FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models".
most recent commit 4 years ago
Joint Vae ⭐ 384
Pytorch implementation of JointVAE, a framework for disentangling continuous and discrete factors of variation 🌟
most recent commit 5 years ago
Pytorch Generative ⭐ 355
Easy generative modeling in PyTorch.
most recent commit 7 months ago
Cppn Gan Vae Tensorflow ⭐ 316
Train CPPNs as a Generative Model, using Generative Adversarial Networks and Variational Autoencoder techniques to produce high resolution images.
most recent commit 8 years ago
Generative_models_tutorial_with_demo ⭐ 268
Generative Models Tutorial with Demo: Bayesian Classifier Sampling, Variational Auto Encoder (VAE), Generative Adversial Networks (GANs), Popular GANs Architectures, Auto-Regressive Models, Important Generative Model Papers, Courses, etc..
most recent commit 5 years ago
Portaspeech ⭐ 211
PyTorch Implementation of PortaSpeech: Portable and High-Quality Generative Text-to-Speech
most recent commit 2 years ago
Tf Vqvae ⭐ 205
Tensorflow Implementation of the paper [Neural Discrete Representation Learning](https://arxiv.org/abs/1711.00937) (VQ-VAE).
most recent commit 6 years ago
Vae Clustering ⭐ 191
Unsupervised clustering with (Gaussian mixture) VAEs
most recent commit 7 years ago
Molgan ⭐ 167
Tensorflow implementation of MolGAN: An implicit generative model for small molecular graphs
most recent commit 3 years ago
Twostagevae ⭐ 160
most recent commit 5 years ago
The 2 Latest Releases In Generative Model Vae Open Source Projects
Tsgm ⭐ 60
Generative modeling of synthetic time series data and time series augmentations
total releases 3latest release September 28, 2023most recent commit 4 months ago
Pixyz ⭐ 473
A library for developing deep generative models in a more concise, intuitive and extendable way
total releases 10latest release December 14, 2021most recent commit 7 months ago
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