Chen's repositories
caffe
Caffe: a fast open framework for deep learning.
Cryptography
Written in Sage or Python
CUDA-CNN
CNN accelerated by cuda. Test on mnist and finilly get 99.76%
deep-residual-networks
Deep Residual Learning for Image Recognition
deep-rl-tensorflow
TensorFlow implementation of Deep Reinforcement Learning papers
DeepLearningFlappyBird
Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).
DeepLearningMovies
Kaggle's competition for using Google's word2vec package for sentiment analysis
dl-setup
Instructions for setting up the software on your deep learning machine
face-alignment
Face alignment in 3000 FPS
fb.resnet.torch
Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts
fuck-login
模拟登录一些知名的网站，为了方便爬取需要登录的网站
KAGGLE_DISTRACTED_DRIVER
Solutions
lda
Topic modeling with latent Dirichlet allocation using Gibbs sampling
ML
some classical algorithm implements
neural-networks-and-deep-learning
Code samples for my book "Neural Networks and Deep Learning"
pmtk3
Probabilistic Modeling Toolkit for Matlab/Octave.
PRMLT
Pattern Recognition and Machine Learning Toolbox
ResNeXt
Implementation of a classification framework from the paper Aggregated Residual Transformations for Deep Neural Networks
RocAlphaGo
An independent, student-led replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search" (Nature 529, 484-489, 28 Jan 2016), details of which can be found on their website https://deepmind.com/publications.html.
spark
Mirror of Apache Spark
SqueezeNet
SqueezeNet: AlexNet-level accuracy with 50x fewer parameters
TensorKart
self-driving MarioKart with TensorFlow
tensorpack
A Neural Net Training Interface on TensorFlow
tiny-cnn
header only, dependency-free deep learning framework in C++11
visual-qa
Keras-based LSTM/CNN models for Visual Question Answering
word2vec
Python interface to Google word2vec
wsnpyo.github.io
blog