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Name: wangyongguang
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Name: wangyongguang
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A very simple generative adversarial network (GAN) in PyTorch
pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行
[WIP] An implementation of arXiv:1907.08610
Build your neural network easy and fast
PyTorch Tutorial for Deep Learning Researchers
A CNN Variational Autoencoder (CNN-VAE) implemented in PyTorch
PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MNIST/ImageNet
code for "Quantile Stein Variational Gradient Descent"
Reproduce ResNet-v2(Identity Mappings in Deep Residual Networks) with MXNet
Code for the Santa algorithm for deep learning
Matplotlib styles for scientific plotting
scikit-learn: machine learning in Python
Code for paper: SDE-Net: Equipping Deep Neural network with Uncertainty Estimates
A unified approach to explain the output of any machine learning model.
Use neural network to construct expressive hierarchical distribution; Optimizing a novel bound with theoretical guarantees; A fast and robust method with accurate uncertainty estimation. (ICML 2018)
Python Library for Model Interpretation/Explanations
:book: [译] scikit-learn(sklearn) 中文文档
SNAKES is the Net Algebra Kit for Editors and Simulators
Code for "A Spectral Approach to Gradient Estimation for Implicit Distributions"
Code repo for "Function-Space Distributions over Kernels"
code for the paper "Stein Variational Gradient Descent (SVGD): A General Purpose Bayesian Inference Algorithm"
SVGD implementation
code for steinGAN - Learning to Draw Samples: With Application to Amortized MLE for Generative Adversarial Learning
Code release for the ICLR paper
Uncertainty Estimation via Stochastic Batch Normalization
Tensorflow implementation of Stein Variational Gradient Descent (SVGD)
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.