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The Top 23 Python Machine Learning Generative Model Open Source Projects

Open source projects categorized as Python Machine Learning Generative Model
Categories > Machine Learning > Generative Model
Categories > Machine Learning > Machine Learning
Generative Models ⭐ 6,010
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
most recent commit 5 years ago
Courses ⭐ 4,018
This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)
most recent commit 5 months ago
Stylegan2 Pytorch ⭐ 3,147
Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement
dependent packages 2total releases 146most recent commit 2 years agopypi stylegan2-pytorch} Downloads
Alae ⭐ 2,850
[CVPR2020] Adversarial Latent Autoencoders
most recent commit 3 years ago
Sdv ⭐ 1,787
Synthetic data generation for tabular data
dependent packages 18total releases 118most recent commit 3 months agopypi sdv} Downloads
Torchgan ⭐ 1,218
Research Framework for easy and efficient training of GANs based on Pytorch
total releases 7most recent commit 2 years ago
Moses ⭐ 730
Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models
most recent commit 5 months ago
Mimicry ⭐ 556
[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.
dependent packages 1total releases 17most recent commit 2 years agopypi torch-mimicry} Downloads
Miditok ⭐ 522
MIDI / symbolic music tokenizers for Deep Learning models 🎶
dependent packages 2total releases 59most recent commit 3 months agopypi miditok} Downloads
Copulas ⭐ 454
A library to model multivariate data using copulas.
dependent packages 14total releases 46most recent commit 5 months agopypi copulas} Downloads
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
Rewriting ⭐ 407
Rewriting a Deep Generative Model, ECCV 2020 (oral). Interactive tool to directly edit the rules of a GAN to synthesize scenes with objects added, removed, or altered. Change StyleGANv2 to make extravagant eyebrows, or horses wearing hats.
most recent commit 3 years ago
Papers In 100 Lines Of Code ⭐ 395
Implementation of papers in 100 lines of code.
most recent commit 6 months ago
Dreamgpt ⭐ 293
Leverage hallucinations from Large Language Models (LLMs) for novelty-driven explorations.
most recent commit a year ago
Synthcity ⭐ 292
A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.
most recent commit 3 months ago
Gt4sd Core ⭐ 264
GT4SD, an open-source library to accelerate hypothesis generation in the scientific discovery process.
most recent commit 6 months ago
Diffusion Classifier ⭐ 255
Diffusion Classifier leverages pretrained diffusion models to perform zero-shot classification without additional training
most recent commit 5 months ago
Sgan ⭐ 237
Stacked Generative Adversarial Networks
most recent commit 7 years ago
Diffsbdd ⭐ 227
A Euclidean diffusion model for structure-based drug design.
most recent commit 7 months ago
Relaydiffusion ⭐ 180
The official implementation of "Relay Diffusion: Unifying diffusion process across resolutions for image synthesis" [ICLR 2024 Spotlight]
most recent commit 3 months ago
Fewshot Font Generation ⭐ 170
The unified repository for few-shot font generation methods. This repository includes FUNIT (ICCV'19), DM-Font (ECCV'20), LF-Font (AAAI'21) and MX-Font (ICCV'21).
most recent commit 5 months ago
Grabnet ⭐ 150
GrabNet: A Generative model to generate realistic 3D hands grasping unseen objects (ECCV2020)
most recent commit a year ago
Lffont ⭐ 141
Official PyTorch implementation of LF-Font (Few-shot Font Generation with Localized Style Representations and Factorization) AAAI 2021
most recent commit 5 months ago
The 6 Most Depended On Python Machine Learning Generative Model Open Source Projects
Sdv ⭐ 1,787
Synthetic data generation for tabular data
dependent packages 18total releases 118latest release December 05, 2023most recent commit 3 months agopypi sdv} Downloads
Copulas ⭐ 454
A library to model multivariate data using copulas.
dependent packages 14total releases 46latest release November 13, 2023most recent commit 5 months agopypi copulas} Downloads
Miditok ⭐ 522
MIDI / symbolic music tokenizers for Deep Learning models 🎶
dependent packages 2total releases 59latest release November 28, 2023most recent commit 3 months agopypi miditok} Downloads
Odin Ai ⭐ 15
Orgainzed Digital Intelligent Network (O.D.I.N)
dependent packages 1total releases 6latest release June 07, 2020most recent commit 3 years agopypi odin-ai} Downloads
Mimicry ⭐ 556
[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.
dependent packages 1total releases 17latest release August 14, 2020most recent commit 2 years agopypi torch-mimicry} Downloads
The 10 Latest Releases In Python Machine Learning Generative Model Open Source Projects
Sdv ⭐ 1,787
Synthetic data generation for tabular data
dependent packages 18total releases 118latest release December 05, 2023most recent commit 3 months agopypi sdv} Downloads
Miditok ⭐ 522
MIDI / symbolic music tokenizers for Deep Learning models 🎶
dependent packages 2total releases 59latest release November 28, 2023most recent commit 3 months agopypi miditok} Downloads
Copulas ⭐ 454
A library to model multivariate data using copulas.
dependent packages 14total releases 46latest release November 13, 2023most recent commit 5 months agopypi copulas} Downloads
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
Disco ⭐ 51
A Toolkit for Distributional Control of Generative Models
total releases 4latest release July 24, 2023most recent commit 9 months ago
Theiaengine ⭐ 7
All in one API to serve all Vision AI task
total releases 1latest release July 21, 2023most recent commit 8 months ago
Canonical_sets ⭐ 5
Exposing Algorithmic Bias with Canonical Sets
total releases 3latest release February 03, 2023most recent commit a year ago
Lamda Ssl ⭐ 130
30 Semi-Supervised Learning Algorithms
total releases 9latest release October 11, 2022most recent commit 9 months ago
Medigan ⭐ 88
medigan - A Python Library of Pretrained Generative Models for Medical Image Synthesis
total releases 3latest release September 29, 2022most recent commit 5 months ago
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