albert--hong

DeepLearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06

smartEx

Make Experiments of Deeplearning more easier

Difacto_DMLC

Distributed FM and LR based on Parameter Server with Ftrl

coost

A tiny boost library in C++11.

DeepRec

An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.

RecommenderSystem-Paper

This repository includes some papers that I have read or which I think may be very interesting.

numpy-ml

Machine learning, in numpy

byteps

A high performance and generic framework for distributed DNN training

hnswlib

Header-only C++/python library for fast approximate nearest neighbors

nmslib

Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-metric spaces.

core

:house_with_garden: Open source home automation that puts local control and privacy first.

nsfw_data_source_urls

Collection of NSFW images URLs for the purposes of training an NSFW Image Classifier

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

sbt

sbt, the interactive build tool

rtb-papers

A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.

bigflow

Baidu Bigflow is an interface that allows for writing distributed computing programs and provides lots of simple, flexible, powerful APIs. Using Bigflow, you can easily handle data of any scale. Bigflow processes 4P+ data inside Baidu and runs about 10k jobs every day.

Developer-Zero-To-Mastery

:books: To Be Professional Developer From Zero To Mastery, Interactive MindMap, RoadMap(Learning Path/Interview Questions), xCompass, Weekly for Developer, to Learn Everything in ITCS :dizzy: 程序员的技术视野、知识管理与职业规划，提高个人与团队的研发效能

knowledgegraph

Knowlegde Graph Implementation in C++

semantic-knowledge-graph

fastText

Library for fast text representation and classification.

Paddle-Lite

PaddlePaddle High Performance Deep Learning Inference Engine for Mobile and Edge (飞桨高性能深度学习端侧推理引擎）

apollo

An open autonomous driving platform

pyquery

A jquery-like library for python

stanford_dl_ex

Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial

tensorflow

An Open Source Machine Learning Framework for Everyone

use_vim_as_ide

use vim as IDE

scikit-learn

scikit-learn: machine learning in Python

fly

A C++ version GBDT tool. Very fast at single machine. No time to make a distribution version.

notepadplus

Use https://github.com/notepad-plus-plus/notepad-plus-plus

protobuf

Protocol Buffers - Google's data interchange format