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Generative Adversarial Network Python Packages

Python packages with the GitHub topic generative-adversarial-network. Sorted by relevance, with stars and monthly downloads.
descriptinc
descript-audio-codec

State-of-the-art audio codec with 90x compression factor. Supports 44.1kHz, 24kHz, and 16kHz mono/stereo audio.

520K 2K 178
GaParmar
clean-fid

PyTorch - FID calculation with proper image resizing and quantization steps [CVPR 2022]

514K 1K 80
sdv-dev
sdv

Synthetic data generation for tabular data

141K 3K 417
sdv-dev
ctgan

Conditional GAN for generating synthetic tabular data.

133K 2K 330
mseitzer
pytorch-fid

Compute FID scores with PyTorch.

121K 4K 527
sdv-dev
deepecho

Synthetic Data Generation for mixed-type, multivariate time series.

117K 123 17
Project-MONAI
monai-generative

MONAI Generative Models makes it easy to train, evaluate, and deploy generative models and related applications

30K 754 109
songweige
cd-fvd

[CVPR 2024] On the Content Bias in Fréchet Video Distance

24K 146 8
ydataai
ydata-synthetic

Synthetic data generators for tabular and time-series data

9K 2K 260
lucidrains
stylegan2-pytorch

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

7K 4K 582
lucidrains
lightweight-gan

Implementation of 'lightweight' GAN, proposed in ICLR 2021, in Pytorch. High resolution image generations that can be trained within a day or two

5K 2K 220
sdv-dev
sdgym

Benchmarking synthetic data generation methods.

4K 307 69
clovaai
prdc

Code base for the precision, recall, density, and coverage metrics for generative models. ICML 2020.

4K 270 28
huggingface
pytorch-pretrained-biggan

🦋A PyTorch implementation of BigGAN with pretrained weights and conversion scripts.

3K 1K 178
descriptinc
descript-audio-codec-unofficial

State-of-the-art audio codec with 90x compression factor. Supports 44.1kHz, 24kHz, and 16kHz mono/stereo audio.

3K 2K 178
EndlessSora
focal-frequency-loss

[ICCV 2021] Focal Frequency Loss for Image Reconstruction and Synthesis

2K 708 62
NREL
nrel-sup3r

The Super-Resolution for Renewable Resource Data (sup3r) software uses generative adversarial networks to create synthetic high-resolution wind and solar spatiotemporal data from coarse low-resolution inputs.

2K 131 34
sintel-dev
orion-ml

Orion is a machine learning library built for unsupervised time series anomaly detection.

2K 1K 200
open-mmlab
mmedit

OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.

2K 7K 1K
chimera0
accelbrainbeat

The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language processing.

2K 325 91
open-mmlab
mmagic

OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.

2K 7K 1K
avitai
avitai-artifex

A research-focused modular generative modeling library built on JAX/Flax NNX

2K 1 0
255BITS
hypergan

A customizable generative adversarial network with reproducible configurations. Build your own content generator.

1K 1K 160
RajeevAtla
supercongan

Training a GAN using superconductivity data

1K 5 0
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