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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

deepdream

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

tracker_benchmark

visual-qa

Keras-based LSTM/CNN models for Visual Question Answering

word2vec

Python interface to Google word2vec

wsnpyo.github.io

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