Alienfeel

cxxnet

CXXNET, yet another neural network toolkit

sdsl-lite

Succinct Data Structure Library 2.0

wormhole

Portable, Scalable and Reliable Distributed Machine Learning, support various platforms including Hadoop YARN, MPI, etc.

cuda-convnet2

Automatically exported from code.google.com/p/cuda-convnet2

DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

DLBB

:book: :hammer: DLBook Builder

free-programming-books

ftrl_proximal_lr

Multithreaded Asynchronous FTRL Proximal Implementation

HanLP

自然语言处理 中文分词 词性标注 命名实体识别 依存句法分析 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁

intro2stats

Introduction to Statistics using Python

kaggle-2014-criteo

liblbfgs

libLBFGS: a library of Limited-memory Broyden-Fletcher-Goldfarb-Shanno (L-BFGS)

libsvm

lmctfy

lmctfy is the open source version of Google’s container stack, which provides Linux application containers.

MachineLearning-C---code

using c++ code to show the example of machine learning

markdown-preview-enhanced

One of the 'BEST' markdown preview extensions for Atom editor!

minerva

Minerva: a fast and flexible tool for deep learning. 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. Please refer to the examples to see how multi-GPU setting is used.

mshadow

Matrix Shadow:Lightweight CPU/GPU Matrix and Tensor Template Library in C++/CUDA

neural-style

Torch implementation of neural style algorithm

neuraltalk

NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.

nnForge

Convolutional and fully-connected neural networks C++ library. It features CPU and GPU (CUDA) backends

prompt-lookup-decoding

speculative decoding, faster inference

SciPy2015

Talk for SciPy2015 "Deep Learning: Tips From The Road"

spark_multiboost

An implementation of the multi-class/multi-label classifier, of which the training is carried out using AdaBoost.MH on Apache Spark.

ssdb

SSDB - A fast NoSQL database, an alternative to Redis

summerschool2015

Slides and exercises for the Deep Learning Summer School 2015 programming tutorials

torch7

ufldl_tutorial

Stanford Unsupervised Feature Learning and Deep Learning Tutorial

xgboost

eXtreme Gradient Boosting (Tree) Library

zigen

Custom Chinese input method with fcitx on Linux