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The Top 795 Jupyter Notebook Generative Adversarial Network Open Source Projects

Categories > Machine Learning > Generative Adversarial Network
Categories > Data Processing > Jupyter Notebook
Annotated_deep_learning_paper_implementations ⭐ 9,630
🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
dependent packages 1total releases 69most recent commit 4 days agopypi labml-nn} Downloads
Pytorch Book ⭐ 8,618
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)
most recent commit a year ago
Mit Deep Learning ⭐ 8,440
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
most recent commit a year ago
Deeplearning ⭐ 7,463
深度学习入门教程, 优秀文章, Deep Learning Tutorial
most recent commit 2 months ago
Pytorch Tutorial ⭐ 6,783
Build your neural network easy and fast, 莫烦Python中文教学
most recent commit a month ago
Machine Learning Notes ⭐ 6,475
My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接
most recent commit 8 days ago
T81_558_deep_learning ⭐ 4,627
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
most recent commit 16 hours ago
Lama ⭐ 3,784
🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022
most recent commit a month ago
Zhihu ⭐ 3,228
This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.
most recent commit a year ago
Faceswap Gan ⭐ 3,134
A denoising autoencoder + adversarial losses and attention mechanisms for face swapping.
most recent commit 2 months ago
Animegan2 Pytorch ⭐ 2,907
PyTorch implementation of AnimeGANv2
most recent commit 6 months ago
Ml Tutorial Experiment ⭐ 2,352
Coding the Machine Learning Tutorial for Learning to Learn
most recent commit 3 years ago
Pixel2style2pixel ⭐ 2,330
Official Implementation for "Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation" (CVPR 2021) presenting the pixel2style2pixel (pSp) framework
most recent commit 4 months ago
Tensorflow2.0 Examples ⭐ 1,611
🙄 Difficult algorithm, Simple code.
most recent commit 3 months ago
Ganspace ⭐ 1,593
Discovering Interpretable GAN Controls [NeurIPS 2020]
most recent commit 3 months ago
Machine Learning ⭐ 1,531
머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)
most recent commit 16 days ago
Awesome Deeplearning ⭐ 1,520
深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI
most recent commit a month ago
Ganotebooks ⭐ 1,335
wgan, wgan2(improved, gp), infogan, and dcgan implementation in lasagne, keras, pytorch
most recent commit 4 years ago
Animegan ⭐ 1,164
A simple PyTorch Implementation of Generative Adversarial Networks, focusing on anime face drawing.
most recent commit 7 months ago
Image Outpainting ⭐ 1,118
🏖 Keras Implementation of Painting outside the box
most recent commit 3 months ago
Bayesgan ⭐ 1,002
Tensorflow code for the Bayesian GAN (https://arxiv.org/abs/1705.09558) (NIPS 2017)
most recent commit 4 years ago
Tensorflow Programs And Tutorials ⭐ 981
Implementations of CNNs, RNNs, GANs, etc
most recent commit 4 years ago
Discogan Pytorch ⭐ 928
PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"
most recent commit 4 years ago
Jojogan ⭐ 888
Official PyTorch repo for JoJoGAN: One Shot Face Stylization
most recent commit 5 months ago
Coloring Greyscale Images ⭐ 834
Coloring black and white images with deep learning.
most recent commit a month 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 2 years ago
Ai For Beginners ⭐ 764
12 Weeks, 24 Lessons, AI for All!
most recent commit 9 days ago
Gans ⭐ 753
Generative Adversarial Networks implemented in PyTorch and Tensorflow
most recent commit 3 months ago
Gan ⭐ 741
Tooling for GANs in TensorFlow
dependent packages 1total releases 4most recent commit 2 months agopypi tensorflow-gan} Downloads
Gan_stability ⭐ 736
Code for paper "Which Training Methods for GANs do actually Converge? (ICML 2018)"
most recent commit 3 years ago
Fewshot Face Translation Gan ⭐ 620
Generative adversarial networks integrating modules from FUNIT and SPADE for face-swapping.
most recent commit 2 years ago
Deep Learning From Scratch ⭐ 590
《深度学习入门-基于Python的理论与实现》，包含源代码和高清PDF(带书签)；慕课网imooc《
most recent commit 8 months ago
Gans In Action ⭐ 585
Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks
most recent commit 3 years ago
Wgan Tensorflow ⭐ 557
a tensorflow implementation of WGAN
most recent commit 5 years ago
Tf Tutorials ⭐ 526
A collection of deep learning tutorials using Tensorflow and Python
most recent commit 5 years ago
Ttur ⭐ 506
Two time-scale update rule for training GANs
most recent commit 2 years ago
Deeplearning.ai ⭐ 503
Some work of Andrew Ng's course on Coursera
most recent commit 4 years ago
Kerasgan ⭐ 501
A couple of simple GANs in Keras
most recent commit 4 years ago
Deep Learning Resources ⭐ 491
由淺入深的深度學習資源 Collection of deep learning materials for everyone
most recent commit 7 months ago
Generative Adversarial Networks ⭐ 488
Introduction to generative adversarial networks, with code to accompany the O'Reilly tutorial on GANs
most recent commit 4 years ago
Generative Adversarial Network Tutorial ⭐ 449
Tutorial on creating your own GAN in Tensorflow
most recent commit 4 years ago
Gantts ⭐ 441
PyTorch implementation of GAN-based text-to-speech synthesis and voice conversion (VC)
most recent commit 2 years ago
Hidt ⭐ 430
Official repository for the paper High-Resolution Daytime Translation Without Domain Labels (CVPR2020, Oral)
most recent commit 2 years ago
Handson Unsupervised Learning ⭐ 426
Code for Hands-on Unsupervised Learning Using Python (O'Reilly Media)
most recent commit 8 months 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 4 years ago
Tensorflow Multigpu Vae Gan ⭐ 399
A single jupyter notebook multi gpu VAE-GAN example with latent space algebra and receptive field visualizations.
most recent commit 3 years ago
Pti ⭐ 395
Official Implementation for "Pivotal Tuning for Latent-based editing of Real Images" (ACM TOG 2022) https://arxiv.org/abs/2106.05744
most recent commit a month ago
Pytorch Tvmisc ⭐ 389
Totally Versatile Miscellanea for Pytorch
most recent commit 3 months ago
Shapematchinggan ⭐ 386
[ICCV 2019, Oral] Controllable Artistic Text Style Transfer via Shape-Matching GAN
most recent commit 2 months ago
Data Science Learning ⭐ 365
Repository of code and resources related to different data science and machine learning topics. For learning, practice and teaching purposes.
most recent commit a month ago
Advanced Tensorflow ⭐ 358
Little More Advanced TensorFlow Implementations
most recent commit 5 years ago
Lyrics Conditioned Neural Melody Generation ⭐ 324
most recent commit 10 months ago
Notebooks ⭐ 313
Machine learning notebooks in different subjects optimized to run in google collaboratory
most recent commit 2 years ago
Hfgi ⭐ 286
CVPR 2022 HFGI: High-Fidelity GAN Inversion for Image Attribute Editing
most recent commit 8 days ago
Gan Metrics ⭐ 275
An empirical study on evaluation metrics of generative adversarial networks.
most recent commit 3 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 3 years ago
Generative Adversarial Networks ⭐ 262
Tutorial on GANs
most recent commit 5 years ago
Llvip ⭐ 258
LLVIP: A Visible-infrared Paired Dataset for Low-light Vision
most recent commit 19 days ago
Mprgdeeplearninglecturenotebook ⭐ 248
most recent commit 5 days ago
Hands On Deep Learning Algorithms With Python ⭐ 241
Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow
most recent commit 2 years ago
Navigan ⭐ 241
Navigating the GAN Parameter Space for Semantic Image Editing
most recent commit a year ago
Cartoon Stylegan ⭐ 232
Fine-tuning StyleGAN2 for Cartoon Face Generation
most recent commit 8 months ago
Pytorch Lesson Zh ⭐ 214
pytorch 包教不包会
most recent commit 3 years ago
Gan_steerability ⭐ 213
On the "steerability" of generative adversarial networks
most recent commit a year ago
Ai_all_resources ⭐ 208
A curated list of Best Artificial Intelligence Resources
most recent commit 17 days ago
Gans From Theory To Production ⭐ 198
Material for the tutorial: "Deep Diving into GANs: from theory to production"
most recent commit a month ago
Deep Learning With Python ⭐ 197
Deep learning codes and projects using Python
most recent commit a year ago
Text2art ⭐ 190
AI-powered Text-to-Art Generator - Text2Art.com
most recent commit 6 months ago
Gan Tutorial ⭐ 190
Simple Implementation of many GAN models with PyTorch.
most recent commit 3 years ago
Mlss2018 Madrid Gan ⭐ 186
MLSS 2018 Madrid lecture materials on Generative Adversarial Networks (GANs)
most recent commit 2 years ago
Dragan ⭐ 182
A stable algorithm for GAN training
most recent commit 4 years ago
Cartoon Gan ⭐ 182
most recent commit 24 days ago
Image_generator ⭐ 180
DCGAN image generator 🖼️.
most recent commit a year ago
Catdcgan ⭐ 178
A DCGAN that generate Cat pictures 🐱‍💻
most recent commit a year ago
Keras Acgan ⭐ 177
Auxiliary Classifier Generative Adversarial Networks in Keras
most recent commit 4 years ago
Keraspp ⭐ 176
코딩셰프의 3분 딥러닝, 케라스맛
most recent commit a year ago
Specvqgan ⭐ 172
Source code for "Taming Visually Guided Sound Generation" (Oral at the BMVC 2021)
most recent commit 14 days ago
Cartoonify ⭐ 171
Deploy and scale serverless machine learning app - in 4 steps.
most recent commit a year ago
Aulas ⭐ 167
Aulas da Escola de Inteligência Artificial de São Paulo
most recent commit 3 years ago
Repo 2018 ⭐ 166
Deep Learning Summer School + Tensorflow + OpenCV cascade training + YOLO + COCO + CycleGAN + AWS EC2 Setup + AWS IoT Project + AWS SageMaker + AWS API Gateway + Raspberry Pi3 Ubuntu Core
most recent commit 7 months ago
Anime Gan Tensorflow ⭐ 165
The BIGGAN based Anime generation implemented with tensorflow. All training data has been open sourced.
most recent commit 4 years ago
Histogan ⭐ 160
Reference code for the paper HistoGAN: Controlling Colors of GAN-Generated and Real Images via Color Histograms (CVPR 2021).
most recent commit 4 months ago
Pix2pix Film ⭐ 156
An implementation of Pix2Pix in Tensorflow for use with frames from films
most recent commit 5 years ago
Face_generator ⭐ 154
DCGAN face generator 🧑.
most recent commit a year ago
Generative_adversarial_networks_101 ⭐ 150
Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.
most recent commit 9 months ago
Csa Inpainting ⭐ 149
Coherent Semantic Attention for image inpainting(ICCV 2019)
most recent commit 2 years ago
Symplectic Gradient Adjustment ⭐ 142
A colab that implements the Symplectic Gradient Adjustment optimizer from "The mechanics of n-player differentiable games"
most recent commit 4 years ago
Netgan ⭐ 142
Implementation of the paper "NetGAN: Generating Graphs via Random Walks".
most recent commit 2 years ago
Starnet ⭐ 142
StarNet
most recent commit a year ago
Swapnet ⭐ 140
Virtual Clothing Try-on with Deep Learning. PyTorch reproduction of SwapNet by Raj et al. 2018. Now with Docker support!
most recent commit 2 years ago
3 Min Pytorch ⭐ 135
<펭귄브로의 3분 딥러닝, 파이토치맛> 예제 코드
most recent commit 2 years ago
Anime_biggan_toy ⭐ 134
Generate Amazing Anime Pictures With BigGAN. Just Have Fun !!!
most recent commit a month ago
Python_spectrograms_and_inversion ⭐ 131
Spectrograms, MFCCs, and Inversion Demo in a jupyter notebook
most recent commit 3 years ago
Toonify ⭐ 131
most recent commit 2 years ago
Alis ⭐ 121
Aligning Latent and Image Spaces to Connect the Unconnectable
most recent commit a year ago
Ghost Free Shadow Removal ⭐ 115
[AAAI 2020] Towards Ghost-free Shadow Removal via Dual Hierarchical Aggregation Network and Shadow Matting GAN
most recent commit a year ago
Capsule Gan ⭐ 111
Code for my Master thesis on "Capsule Architecture as a Discriminator in Generative Adversarial Networks".
most recent commit 2 years ago
Biggansarewatching ⭐ 110
Authors official implementation of "Big GANs Are Watching You" pre-print
most recent commit 5 months ago
Gan Rnn_timeseries Imputation ⭐ 109
Recurrent GAN for imputation of time series data. Implemented in TensorFlow 2 on Wikipedia Web Traffic Forecast dataset from Kaggle.
most recent commit 17 days ago
Ml Dl Scripts ⭐ 106
The repository provides usefull python scripts for ML and data analysis
most recent commit 2 years ago
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