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Name: Xiaode Zhang
Type: User
Company: Tsinghua University
Location: Beijing
Name: Xiaode Zhang
Type: User
Company: Tsinghua University
Location: Beijing
《挑战程序设计竞赛》习题册攻略
a tiny competition
Caffe: a fast open framework for deep learning.
Run Long and Shelhamer's FCN image segmentation network using Caffe
A modular library built on top of Keras and TensorFlow to generate a caption in natural language for any input image.
Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch
CTPN + DenseNet + CTC based end-to-end Chinese OCR implemented using tensorflow and keras
train CIFAR10 dataset with PyTorch(0.4.0)
Source code of some classification experiments evaluated on the newly published vehicle dataset CompCar
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
Face Recognition related Papers
Faster RCNN with PyTorch
Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.
Neural model for converting Image-to-Markup (by Yuntian Deng github.com/da03)
LeetCode Problem Solutions.
LFW face recognition with svm and some ensemble methods,including Adaboost, Random Forest, Boosting, Voting and so on. PCA is used to extract features. Implemented with scikit-learn
lidc nodule detection with CNN and LSTM network
basic knowledge and some advanced topics about Linux Programming
Use CTC + tensorflow to OCR
TensorFlow implementation of "Image-to-Image Translation Using Conditional Adversarial Networks".
The implement of the PrefixTreeESpan algorithm in paper "Lei Zou, Yansheng Lu, Huaming Zhang, Rong Hu: PrefixTreeESpan: A Pattern Growth Algorithm for Mining Embedded Subtrees. WISE 2006: 499-505." to mine frequent embedded substructure.
PRML algorithms implemented in Python
pytorch tutorial for beginners
Simple examples to introduce PyTorch
A very simple generative adversarial network (GAN) in PyTorch
Build your neural network easy and fast
Minimal Seq2Seq model with Attention for Neural Machine Translation in PyTorch
A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)
《TensorFlow 快速入门与实战》课件与参考代码
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.