wshi

SqueezeNet

SqueezeNet: AlexNet-level accuracy with 50x fewer parameters

GPUImage

An open source iOS framework for GPU-based image and video processing

android-gpuimage

Android filters based on OpenGL (idea from GPUImage for iOS)

lua---parallel

A (simple) parallel computing framework for Lua

FederatedAndroidTrainer

See new version https://github.com/mccorby/PhotoLabeller

master-thesis

My Master Thesis on Distributed Deep Learning (parallelizing gradient descent) and other concepts I did during my research.

Distributed-SGD

Parallel SGD, done locally and remote

distributedSGD

This is a Spark implementation (Python API) for Distributed Stochastic Gradient Descent based on

TorchMPI

Implements a message passing interface (MPI) wrapper that makes it easy to do massively parallel computations inside the Torch deep-learning framework.

speedo

Parallelizing Stochastic Gradient Descent for Deep Convolutional Neural Network

ddnn

LightGBM

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

tvm

Open deep learning compiler stack for cpu, gpu and specialized accelerators

MatchingNetworks

This repo provides pytorch code which replicates the results of the Matching Networks for One Shot Learning paper on the Omniglot and MiniImageNet dataset

faiss

A library for efficient similarity search and clustering of dense vectors.

mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

deep-residual-networks

Deep Residual Learning for Image Recognition

Product-Quantization-Tree

GPU-based large scale Approx. Nearest Neighbor Search, accepted at CVPR 2016

lopq

Training of Locally Optimized Product Quantization (LOPQ) models for approximate nearest neighbor search of high dimensional data in Python and Spark.

cockroach

CockroachDB - the open source, cloud-native distributed SQL database.

Selene

Simple C++11 friendly header-only bindings to Lua

LiteOS

code and manual

uwsgi

uWSGI application server container

libmc

Fast and light-weight memcached client for C++ / #python / #golang #libmc

f-stack

F-Stack is an user space network development kit with high performance based on DPDK, FreeBSD TCP/IP stack and coroutine API.

z-plot

Zplot: a Python-based plotting tool to make simple EPS, PDF, and SVG graphs

pylru

A least recently used (LRU) cache for Python

typeshed

Collection of library stubs for Python, with static types

mypy

Optional static typing for Python

cobrapy

COBRApy is a package for constraint-based modeling of metabolic networks.