Gans In ActionCompanion repository to GANs in Action: Deep learning with Generative Adversarial Networks
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Deep Learning With PythonExample projects I completed to understand Deep Learning techniques with Tensorflow. Please note that I do no longer maintain this repository.
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Generative adversarial networks 101Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.
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Generative Adversarial NetworksIntroduction to generative adversarial networks, with code to accompany the O'Reilly tutorial on GANs
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SdvSynthetic Data Generation for tabular, relational and time series data.
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HidtOfficial repository for the paper "High-Resolution Daytime Translation Without Domain Labels" (CVPR2020, Oral)
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DraganA stable algorithm for GAN training
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CatdcganA DCGAN that generate Cat pictures 🐱💻
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catgan pytorchUnsupervised and Semi-supervised Learning with Categorical Generative Adversarial Networks
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Gan steerabilityOn the "steerability" of generative adversarial networks
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GAN-Project-2018GAN in Tensorflow to be run via Linux command line
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Faceswap GanA denoising autoencoder + adversarial losses and attention mechanisms for face swapping.
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DcganThe Simplest DCGAN Implementation
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Pix2pixImage-to-image translation with conditional adversarial nets
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Gan TutorialSimple Implementation of many GAN models with PyTorch.
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Dcgan TensorflowA Tensorflow implementation of Deep Convolutional Generative Adversarial Networks trained on Fashion-MNIST, CIFAR-10, etc.
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Pytorch Mnist Celeba Gan DcganPytorch implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Networks (DCGAN) for MNIST and CelebA datasets
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IganInteractive Image Generation via Generative Adversarial Networks
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Generative ModelsAnnotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN
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Awesome GansAwesome Generative Adversarial Networks with tensorflow
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Fewshot Face Translation GanGenerative adversarial networks integrating modules from FUNIT and SPADE for face-swapping.
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Context Encoder[CVPR 2016] Unsupervised Feature Learning by Image Inpainting using GANs
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CaloganGenerative Adversarial Networks for High Energy Physics extended to a multi-layer calorimeter simulation
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Sprint ganPrivacy-preserving generative deep neural networks support clinical data sharing
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Tensorflow Mnist Gan DcganTensorflow implementation of Generative Adversarial Networks (GAN) and Deep Convolutional Generative Adversarial Netwokrs for MNIST dataset.
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Generative models tutorial with demoGenerative 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..
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Anogan TfUnofficial Tensorflow Implementation of AnoGAN (Anomaly GAN)
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Simgan CaptchaSolve captcha without manually labeling a training set
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PsganPeriodic Spatial Generative Adversarial Networks
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GanspaceDiscovering Interpretable GAN Controls [NeurIPS 2020]
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DLSSDeep Learning Super Sampling with Deep Convolutional Generative Adversarial Networks.
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Capsule GanCode for my Master thesis on "Capsule Architecture as a Discriminator in Generative Adversarial Networks".
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Ipyexperimentsjupyter/ipython experiment containers for GPU and general RAM re-use
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Python WorkshopA series of Jupyter Notebooks on exploring Unidata technology with Python. See website for more information.
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GanimationGANimation: Anatomically-aware Facial Animation from a Single Image (ECCV'18 Oral) [PyTorch]
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Chinese Chatbot中文聊天机器人,基于10万组对白训练而成,采用注意力机制,对一般问题都会生成一个有意义的答复。已上传模型,可直接运行,跑不起来直播吃键盘。
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Nb2xlsConvert Jupyter notebook to Excel spreadsheet
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GandissectPytorch-based tools for visualizing and understanding the neurons of a GAN. https://gandissect.csail.mit.edu/
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IpywebrtcWebRTC for Jupyter notebook/lab
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Beyond Jupyter🐍💻📊 All material from the PyCon.DE 2018 Talk "Beyond Jupyter Notebooks - Building your own data science platform with Python & Docker" (incl. Slides, Video, Udemy MOOC & other References)
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Jupyter DatatablesJupyter Notebook extension leveraging pandas DataFrames by integrating DataTables and ChartJS.
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FastdocCreate publication-quality books from Jupyter notebooks
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NbgalleryEnterprise Jupyter notebook sharing and collaboration app
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Ipytracer 📊 Algorithm Visualizer for IPython/Jupyter Notebook
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Practical Machine Learning With PythonMaster the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
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Tsit[ECCV 2020 Spotlight] A Simple and Versatile Framework for Image-to-Image Translation
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Nice Gan PytorchOfficial PyTorch implementation of NICE-GAN: Reusing Discriminators for Encoding: Towards Unsupervised Image-to-Image Translation
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Data science blogsA repository to keep track of all the code that I end up writing for my blog posts.
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StarnetStarNet
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SqlcellSQLCell is a magic function for the Jupyter Notebook that executes raw, parallel, parameterized SQL queries with the ability to accept Python values as parameters and assign output data to Python variables while concurrently running Python code. And *much* more.
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P2palaPage to PAGE Layout Analysis Tool
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