Annotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN
☆504Nov 19, 2018Updated 7 years ago
Alternatives and similar repositories for generative-models
Users that are interested in generative-models are comparing it to the libraries listed below
Sorting:
- Collection of generative models in Pytorch version.☆2,642Apr 12, 2020Updated 5 years ago
- Implementation of "Learning with Random Learning Rates" in PyTorch.☆102Nov 7, 2019Updated 6 years ago
- Code for paper "Which Training Methods for GANs do actually Converge? (ICML 2018)"☆921Aug 27, 2019Updated 6 years ago
- Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.☆7,496Mar 24, 2024Updated last year
- lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.☆378Nov 19, 2022Updated 3 years ago
- Code for "Aggregated Momentum: Stability Through Passive Damping", Lucas et al. 2018☆35Nov 6, 2018Updated 7 years ago
- Probabilistic Torch is library for deep generative models that extends PyTorch☆894May 12, 2024Updated last year
- Implementation of Visual Feature Attribution using Wasserstein GANs (VAGANs, https://arxiv.org/abs/1711.08998) in PyTorch☆93May 31, 2023Updated 2 years ago
- The author's officially unofficial PyTorch BigGAN implementation.☆2,925Jul 19, 2023Updated 2 years ago
- Deep Learning Projects that Build Themselves☆360Jan 10, 2019Updated 7 years ago
- A mix of GAN implementations including progressive growing☆1,628Oct 12, 2021Updated 4 years ago
- Implementations of various VAE-based semi-supervised and generative models in PyTorch☆709Mar 2, 2020Updated 6 years ago
- An empirical study on evaluation metrics of generative adversarial networks.☆374Jun 5, 2019Updated 6 years ago
- [CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.☆608Aug 7, 2022Updated 3 years ago
- Research Framework for easy and efficient training of GANs based on Pytorch☆1,424Oct 23, 2022Updated 3 years ago
- Compare GAN code.☆1,821Jan 31, 2021Updated 5 years ago
- PyTorch implementation of "Progressive growing of GANs (PGGAN)"☆829Nov 22, 2022Updated 3 years ago
- Implementations of ideas from recent papers☆391Dec 22, 2020Updated 5 years ago
- ☆3,245Dec 26, 2018Updated 7 years ago
- Training Very Deep Neural Networks Without Skip-Connections☆589Jun 9, 2018Updated 7 years ago
- torchbearer: A model fitting library for PyTorch☆641Dec 4, 2023Updated 2 years ago
- Tutorials, examples, and projects implemented with PyTorch☆77Jun 10, 2018Updated 7 years ago
- Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"☆3,180Jul 23, 2024Updated last year
- Implementation of papers on Deep Seq2seq learning using Pytorch.☆217Mar 3, 2019Updated 7 years ago
- Pytorch implementation of JointVAE, a framework for disentangling continuous and discrete factors of variation☆470Apr 2, 2019Updated 6 years ago
- Flexible Reinforcement Learning Framework with PyTorch☆22Jul 17, 2020Updated 5 years ago
- PyTorch inference for "Progressive Growing of GANs" with CelebA snapshot☆322Nov 4, 2017Updated 8 years ago
- A simple, flexible, and extensible template for PyTorch. It's beautiful.☆191Nov 7, 2023Updated 2 years ago
- Tensorflow code for the Bayesian GAN (https://arxiv.org/abs/1705.09558) (NIPS 2017)☆1,017Jul 30, 2018Updated 7 years ago
- Unofficial PyTorch implementation of the paper titled "Progressive growing of GANs for improved Quality, Stability, and Variation"☆540Oct 3, 2023Updated 2 years ago
- PyTorch implementation of PNASNet-5 on ImageNet☆320Aug 4, 2022Updated 3 years ago
- starter from "How to Train a GAN?" at NIPS2016☆11,643Jan 9, 2022Updated 4 years ago
- Collection of generative models in Tensorflow☆3,922Aug 8, 2022Updated 3 years ago
- SingleGAN: Image-to-Image Translation by a Single-Generator Network using Multiple Generative Adversarial Learning. ACCV 2018☆83Jan 16, 2020Updated 6 years ago
- TorchCV: a PyTorch vision library mimics ChainerCV☆396Dec 25, 2018Updated 7 years ago
- Simple Tensorflow implementation of FusionGAN (CVPR 2018)☆82Jul 27, 2018Updated 7 years ago
- A highly efficient implementation of Gaussian Processes in PyTorch☆3,835Updated this week
- Stochastic Weight Averaging in PyTorch☆977Aug 1, 2021Updated 4 years ago
- Code for replication of the paper "The relativistic discriminator: a key element missing from standard GAN"☆741Mar 12, 2020Updated 5 years ago