wangdongfrank's repositories
500lines
500 Lines or Less
ncnn
ncnn is a high-performance neural network inference framework optimized for the mobile platform
DeepLearningBook
MIT Deep Learning Book in PDF format
stock_market_reinforcement_learning
This project provides a stock market environment using OpenGym with Deep Q-learning and Policy Gradient.
hkbu-benchmark
A git repository containing the scripts used in http://arxiv.org/abs/1608.07249
D-GEX
Deep learning for gene expression inference
deep-residual-networks
Deep Residual Learning for Image Recognition
torch-residual-networks
This is a Torch implementation of ["Deep Residual Learning for Image Recognition",Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun](http://arxiv.org/abs/1512.03385) the winners of the 2015 ILSVRC and COCO challenges.
Recipes
Lasagne recipes: examples, IPython notebooks, ...
CNTK
Computational Network Toolkit (CNTK)
warp-ctc
Fast parallel CTC.
tensorflow
Open source software library for numerical computation using data flow graphs.
social_network_diffusion_embeddings
Learning Social Network Embeddings for Predicting Information Diffusion - WSDM 2014
slides
Presentations
cifar.torch
92.45% on CIFAR-10 in Torch
neural-style
Torch implementation of neural style algorithm
zbs-torch
A lightweight Lua-based IDE for Lua with code completion, syntax highlighting, live coding, remote debugger, and code analyzer
lantern
Open Internet for everyone. Lantern is a free desktop application that delivers fast, reliable and secure access to the open Internet for users in censored regions. It uses a variety of techniques to stay unblocked, including P2P and domain fronting. Lantern relies on users in uncensored regions acting as access points to the open Internet.
kaggle-avito-1
Winning solution to the Avito CTR competition
beginlearning
Practices for machine learning
kaggle-avito
https://www.kaggle.com/c/avito-context-ad-clicks/forums
caffe2
This is currently an experimental refactoring of Caffe.
video-scripts
Open source scripts for videos I publish on YouTube.
Theano-Tutorials
Bare bones introduction to machine learning from linear regression to convolutional neural networks using Theano.
Caffe_Manual
Caffe使用教程
keras
Theano-based Deep Learning library (convnets, recurrent neural networks, and more).
profiling
An interactive Python profiler.