个人使用资源汇总

图像传统特征提取

• fishercaffe, C++ training and testing code for an SVM using Vlfeat fisher vectors together with possible other features.
• DBow3, Improved version of DBow2.
• CudaSift, A CUDA implementation of SIFT for NVidia GPUs.

图像检索之哈希

• FALCONN, LSH哈希，数据依赖实现方法，目前不支持数据动态插入。
• mih, Fast exact nearest neighbor search in Hamming distance on binary codes with Multi-index hashing.
• min-loss-hashing, matlab版及Python版的LSH.
• E2LSH, LSH Algorithm and Implementation.
• nmslib, Non-Metric Space Library (NMSLIB): A similarity search library and a toolkit for evaluation of k-NN methods for generic non-metric spaces.

图像检索之PQ

• pq-fast-scan. The PQ Fast Scan project is a C++11 implementation of fast vector scanning techniques for nearest neighbor search in large databases of high-dimensional vectors.
• second-candidate, An implementation of the state-of-the-art methods of product quantization based ANN search.
• hdidx, pproximate Nearest Neighbor (ANN) search for high-dimensional data, hdidx-eval.
• Product-Quantization, The implementation of the paper " Product quantization for nearest neighbor search".

倒排索引

• invindex.py, 文本倒排索引。
• py-inverted-index, Fast in-memory inverted index.

OCR

• 端到端的OCR：LSTM＋CTC的实现
• 基于Lstm、CTC的验证码识别

深度学习工具

• Netscope, A web-based tool for visualizing neural network architectures (or technically, any directed acyclic graph). It currently supports Caffe's prototxt format.
• A Guide to Deep Learning.

深度学习网络模型

• deep-residual-networks, Deep Residual Learning for Image Recognition.

数据可视化研究

• Awesome visualization research.

计算机视觉与数据分析

• ccv, C-based/Cached/Core Computer Vision Library, A Modern Computer Vision Library.
• vlfeat, An open library of computer vision algorithms.
• flann, Fast Library for Approximate Nearest Neighbors.
• PCV, Open source Python module for computer vision.
• scikit-learn, scikit-learn: machine learning in Python.
• SimpleCV, The Open Source Framework for Machine Vision.
• pydata-book, Materials and IPython notebooks for "Python for Data Analysis".
• DeepLearningTutorials, Deep Learning Tutorial notes and code. See the wiki for more info.
• awesome-bigdata, A curated list of awesome big data frameworks, ressources and other awesomeness.
• decaf-release, Decaf is DEPRECATED! The new framework that has all the good things: GPU computation, full train/test scripts, native C++, and an active community!
• bgslibrary, 背景减除.
• handDetectionCV, Hand Detection using Color Recognition.
• pyimreg, Simple Image registration using SIFT and RANSAC algorithm.
• spearmint, Spearmint is a package to perform Bayesian optimization according to the algorithms outlined in the paper: Practical Bayesian Optimization of Machine Learning Algorithms. Jasper Snoek, Hugo Larochelle and Ryan P. Adams. Advances in Neural Information Processing Systems, 2012.
• mahotas, Computer Vision in Python.
• feature-extraction, matlab版特征提取。

前端工具

• codyhouse,有很多的demo，使用起来非常的方便，CodyHouse的github。
• jqueryscript,很多优秀的js插件都可以在上面找到。

shell

• oh-my-zsh，文艺编程员必备的shell。

歌曲

• 搬砖怎么没有歌？awesome-music-for-programming

python

• PYTHON资源入口汇总
• OverFeat, OverFeat is a Convolutional Network-based image classifier and feature extractor.
• noccn, Utilities for Alex Krizhevsky's cuda-convnet.
• morb, Modular Restricted Boltzmann Machine (RBM) implementation using Theano.
• pylearn2, A Machine Learning library based on Theano.

C++

• ccv, C-based/Cached/Core Computer Vision Library, A Modern Computer Vision Library.
• Theano, 很多python的CNN都用到了这个包。

优秀博客

• pluskid, 里面对算法的分析很到位。
• Liang Bo Wang，技术博客。

HTML5 app框架

• ionic, Advanced HTML5 mobile development framework and SDK. Build incredible hybrid apps with web technologies you already know and love. Best friends with AngularJS.
• ionicons, The premium icon font for Ionic.
• generator-ionic(Build hybrid mobile apps using the Ionic Framework).
• ionic-site, Repo for the ionicframework.com site.

代码搜集

• Matlab,可以在上搜集一些比较好得matlab代码

OS X

• alfred-workflows，alfred，好东西。
• https://github.com/iCHAIT/awesome-osx, A curated list of awesome applications, softwares, tools and shiny things for OS X.

Jekyll主题

• so-simple-theme, A simple and clean responsive Jekyll theme for words and photos.
• made-mistakes, [OLD] Made Mistakes website codebase.
• minimal-mistakes, A responsive Jekyll theme with clean typography and support for large full page images.
• hpstr-jekyll-theme, A Jekyll theme with some tumble-log tendencies.
• jekyll-bootstrap, The quickest way to start and publish your Jekyll powered blog. 100% compatible with GitHub pages.
• left, Left is a clean, whitespace-happy layout for Jekyll.

静态页面生成器

• wintersmith, A flexible static site generator.

Python相关

• pyspider, 爬虫框架。
• bokeh, Interactive Web Plotting for Python.
• codeparkshare, Python初学者（零基础学习Python、Python入门）书籍、视频、资料、社区推荐.
• hyde, A Python Static Website Generator.
• scipy-lecture-notes, Tutorial material on the scientific Python ecosystem.
• Projects, A list of practical projects that anyone can solve in any programming language.
• networkx, NetworkX is a Python package for the creation, manipulation, and study of the structure, dynamics, and functions of complex networks.
• python-for-android, Turn your Python application into an Android APK - Build your own python and extension.

CSS

• Effeckt.css, A Performant Transitions and Animations Library.
• normalize.css, A collection of HTML element and attribute style-normalizations.

Django and its extension

• djangobook.com, djangobook.com.
• django-disqus, Integrates DISQUS into Django.
• disqus-python, Disqus API bindings for Python.
• django-pagination, A set of utilities for creating robust pagination tools throughout a django application.
• django-bootstrap-toolkit, Bootstrap support for Django projects.
• django-cms, The easy-to-use and developer-friendly CMS.
• photome, 一个django的简单网页.
• weblog,A simple blog system written in Flask.
• duoshuo-python-sdk, A Python library for using the duoshuo API.
• sblog, 一个使用django搭建的简易博客.
• django_selfblog, Another opensource blog system based on Django1.5.1.
• timeline-site, a site about timeline.
• serholiu.com, Tornado 博客.
• FairyBBS, 用django写的一个BBS.
• django-bootstrap3, 比较好用.

JS

• pdf.js, PDF Reader in JavaScript.
• audiojs, A cross-browser javascript wrapper for the html5 audio tag.
• jstutorial, Javascript tutorial book.
• impress.js, It's a presentation framework based on the power of CSS3 transforms and transitions in modern browsers and inspired by the idea behind prezi.com.

Book

• rails3, 《Ruby on Rails Tutorial》中文版，涵盖 Rails 3.2.
• collectiveintelligence-book, Some code and tests I wrote while working through Toby Segaran's book.
• free-programming-books, Freely available programming books.
• easybook, Book publishing as easy as it should be (built with Symfony components).

Web show

• www.ruby-lang.org, Source of the https://www.ruby-lang.org website.
• alloyteam.github.com, 腾讯 AlloyTeam 开源项目官网 - 我们的愿景: 成为业界卓越的Web团队！
• git-scm.com, Current version of the http://git-scm.com site http://git-scm.com/.
• government.github.com, Gather, curate, and feature stories of public servants and civic hackers using GitHub as part of their open government innovations.
• bindiry.github.com, wiki模板.

画图

• vistat, A reproducible gallery of statistical graphics.

WordPress

• roots, The best WordPress starter theme with a modern front-end development workflow. Based on HTML5 Boilerplate, gulp, Bower, and Bootstrap.

前段框架

• Semantic-UI, Semantic is a UI component framework based around useful principles from natural language.

移动web解决方案

• Spirit, 腾讯移动Web整体解决方案.
• mobileTech, A useful tools or tips list for mobile web application developing.
• foundation, 响应式布局前段框架。

时间线

• life, Life - a timeline of important events in my life.

jQ插件

• BookBlock, A jQuery plugin that will create a booklet-like component that let's you navigate through its items by flipping the pages.

PHP框架

• CodeIgniter, Open Source PHP Framework (originally from EllisLab).

在线版PPT工具

• nodePPT, 写web版ppt.

编程风格指南

• zh-google-styleguide, Google 开源项目风格指南 (中文版)。