He Ma's repositories
cs231n.github.io
Public facing notes page
ALI
Adversarially Learned Inference
bat-country
A lightweight, extendible, easy to use Python package for deep dreaming and image generation with Caffe and CNNs.
chainer
A flexible framework of neural networks for deep learning
chainer-cifar10
Various CNN models including Deep Residual Networks (ResNet) for CIFAR10 with Chainer (http://chainer.org)
ConnectionKit
FTP/SFTP/WebDAV etc. for Cocoa. Join the ConnectionKit mailing list for information and suggestions.
cuda-convnet2
Automatically exported from code.google.com/p/cuda-convnet2
dcgan_code
Deep Convolutional Generative Adversarial Networks
deeplearning4j
Deep Learning for Java, Scala & Clojure on Hadoop & Spark With GPUs - From Skymind
DIGITS
Deep Learning GPU Training System
incubator-singa
Mirror of Apache Singa (Incubating)
matconvnet
MatConvNet: CNNs for MATLAB
minerva
Minerva: a fast and flexible tool for deep learning on multi-GPU. It provides ndarray programming interface, just like Numpy. Python bindings and C++ bindings are both available. The resulting code can be run on CPU or GPU. Multi-GPU support is very easy.
Mocha.jl
Deep Learning framework for Julia
mxnet
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Go, Javascript and more
nccl
Optimized primitives for collective multi-GPU communication
NNPACK
Acceleration package for neural networks on multi-core CPUs
platoon
Multi-GPU mini-framework for Theano
pylearn2
A Machine Learning library based on Theano
Recipes-1
Lasagne recipes: examples, IPython notebooks, ...
rmate
Remote TextMate 2 implemented as shell script
show_batch
make label description dictionary for ImageNet datasets and visualize batch images along with corresponding labels and discription
SparkNet
Distributed Neural Networks for Spark
tensorflow
Computation using data flow graphs for scalable machine learning
theano_alexnet
Theano-based Alexnet
thesne
t-SNE and dynamic t-SNE in theano
udacity-machine-learning
coursework from the Intro to Machine Learning course on Udacity