Aaron Chen's repositories
pytorch-playground
Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)
cnn-lstm-ctc
An implementation of LSTM and CTC to recognize simple english sentence image
deep-photo-styletransfer
Fork from luanfujun/deep-photo-styletransfer
LeetCodeSolution
Partial Solution for LeetCode
torch-playground
Lightweight training platform for troch
md2notion-aaron-fork
fork from md2notion
Bag-of-words-meets-bags-of-popcorn
Word2Vectorfor implementation for movie review sentiment analysis
Algorithm-II
Solution code for Algorithms on Coursera by Kevin Wayne, Robert Sedgewick from Princeton University
Deep-Reinforcement-Learning-Survey
My Exploration on Deep Reinforcement Learning Survey
deep-residual-networks
Deep Residual Learning for Image Recognition
fb.resnet.torch
Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts
Lasagne
Lightweight library to build and train neural networks in Theano
protobuf
Protocol Buffers - Google's data interchange format
Reproduction
reproduction of some papers
SqueezeNet-DSD-Training
Applying Dense-Sparse-Dense training methodology to SqueezeNet, DSD training improved the top-1 accuracy of SqueezeNet by 4.3% on ImageNet without changing the model architecture and model size.
ssg-dataset
Open reproducible dataset on static site generators (SSG) popularity.
tensorflow
Computation using data flow graphs for scalable machine learning