└── README.md /README.md: -------------------------------------------------------------------------------- 1 | # 个人使用资源汇总 2 | 3 | ### 图像传统特征提取 4 | - [fishercaffe](https://github.com/MartinHjelm/fishercaffe), C++ training and testing code for an SVM using Vlfeat fisher vectors together with possible other features. 5 | - [DBow3](https://github.com/rmsalinas/DBow3), Improved version of DBow2. 6 | - [CudaSift](https://github.com/Celebrandil/CudaSift/tree/master), A CUDA implementation of SIFT for NVidia GPUs. 7 | 8 | ### 图像检索之哈希 9 | - [FALCONN](https://github.com/FALCONN-LIB/FALCONN), LSH哈希，数据依赖实现方法，目前不支持数据动态插入。 10 | - [mih](https://github.com/norouzi/mih), Fast exact nearest neighbor search in Hamming distance on binary codes with Multi-index hashing. 11 | - [min-loss-hashing](https://github.com/marklar/min-loss-hashing), matlab版及Python版的LSH. 12 | - [E2LSH](http://www.mit.edu/~andoni/LSH/), LSH Algorithm and Implementation. 13 | - [nmslib](https://github.com/searchivarius/nmslib), Non-Metric Space Library (NMSLIB): A similarity search library and a toolkit for evaluation of k-NN methods for generic non-metric spaces. 14 | 15 | ### 图像检索之PQ 16 | - [pq-fast-scan](https://github.com/technicolor-research/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. 17 | - [second-candidate](https://github.com/marker68/second-candidate/tree/master), An implementation of the state-of-the-art methods of product quantization based ANN search. 18 | - [hdidx](https://github.com/hdidx/hdidx), pproximate Nearest Neighbor (ANN) search for high-dimensional data, [hdidx-eval](https://github.com/hdidx/hdidx-eval/blob/master/eval_indexer.py). 19 | - [Product-Quantization](https://github.com/essishen93/Product-Quantilization), The implementation of the paper " Product quantization for nearest neighbor search". 20 | 21 | ### 倒排索引 22 | - [invindex.py](https://github.com/matteobertozzi/blog-code/blob/master/py-inverted-index/invindex.py), 文本倒排索引。 23 | - [py-inverted-index](https://github.com/imatge-upc/retrieval-2016-icmr/tree/master/lib/py-inverted-index), Fast in-memory inverted index. 24 | 25 | ### OCR 26 | - [端到端的OCR：LSTM＋CTC的实现](http://www.jianshu.com/p/4fadf629895b/comments/3441685) 27 | - [基于Lstm、CTC的验证码识别](http://ranjun.me/2016/08/17/ocr-recaptcha/) 28 | 29 | ### 深度学习工具 30 | - [Netscope](http://ethereon.github.io/netscope/quickstart.html), A web-based tool for visualizing neural network architectures (or technically, any directed acyclic graph). It currently supports Caffe's prototxt format. 31 | - [A Guide to Deep Learning](http://yerevann.com/a-guide-to-deep-learning/). 32 | 33 | ### 深度学习网络模型 34 | - [deep-residual-networks](https://github.com/KaimingHe/deep-residual-networks), Deep Residual Learning for Image Recognition. 35 | 36 | ### 数据可视化研究 37 | - [Awesome visualization research](https://github.com/mathisonian/awesome-visualization-research). 38 | 39 | ### 计算机视觉与数据分析 40 | - [ccv](https://github.com/liuliu/ccv), C-based/Cached/Core Computer Vision Library, A Modern Computer Vision Library. 41 | - [vlfeat](https://github.com/vlfeat/vlfeat), An open library of computer vision algorithms. 42 | - [flann](https://github.com/mariusmuja/flann), Fast Library for Approximate Nearest Neighbors. 43 | - [PCV](https://github.com/jesolem/PCV), Open source Python module for computer vision. 44 | - [scikit-learn](https://github.com/scikit-learn/scikit-learn), scikit-learn: machine learning in Python. 45 | - [SimpleCV](https://github.com/sightmachine/SimpleCV), The Open Source Framework for Machine Vision. 46 | - [pydata-book](https://github.com/pydata/pydata-book), Materials and IPython notebooks for "Python for Data Analysis". 47 | - [DeepLearningTutorials](https://github.com/lisa-lab/DeepLearningTutorials), Deep Learning Tutorial notes and code. See the wiki for more info. 48 | - [awesome-bigdata](https://github.com/onurakpolat/awesome-bigdata), A curated list of awesome big data frameworks, ressources and other awesomeness. 49 | - [decaf-release](https://github.com/UCB-ICSI-Vision-Group/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! 50 | - [bgslibrary](https://github.com/andrewssobral/bgslibrary), 背景减除. 51 | - [handDetectionCV](https://github.com/simena86/handDetectionCV), Hand Detection using Color Recognition. 52 | - [pyimreg](https://github.com/vishwa91/pyimreg), Simple Image registration using SIFT and RANSAC algorithm. 53 | - [spearmint](https://github.com/JasperSnoek/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. 54 | - [mahotas](https://github.com/luispedro/mahotas), Computer Vision in Python. 55 | - [feature-extraction](https://github.com/adikhosla/feature-extraction), matlab版特征提取。 56 | 57 | ### 前端工具 58 | - [codyhouse](http://codyhouse.co/),有很多的demo，使用起来非常的方便，[CodyHouse的github](https://github.com/CodyHouse)。 59 | - [jqueryscript](http://www.jqueryscript.net/),很多优秀的js插件都可以在上面找到。 60 | 61 | ### shell 62 | - [oh-my-zsh](https://github.com/robbyrussell/oh-my-zsh/)，文艺编程员必备的shell。 63 | 64 | ### 歌曲 65 | - 搬砖怎么没有歌？[awesome-music-for-programming](https://github.com/Yaoshicn/awesome-music-for-programming) 66 | 67 | ### python 68 | - [PYTHON资源入口汇总](http://www.wklken.me/posts/2013/08/27/python-sources.html) 69 | - [OverFeat](https://github.com/sermanet/OverFeat), OverFeat is a Convolutional Network-based image classifier and feature extractor. 70 | - [noccn](https://github.com/dnouri/noccn), Utilities for Alex Krizhevsky's cuda-convnet. 71 | - [morb](https://github.com/benanne/morb), Modular Restricted Boltzmann Machine (RBM) implementation using Theano. 72 | - [pylearn2](https://github.com/lisa-lab/pylearn2), A Machine Learning library based on Theano. 73 | 74 | ### C++ 75 | - [ccv](https://github.com/liuliu/ccv), C-based/Cached/Core Computer Vision Library, A Modern Computer Vision Library. 76 | - [Theano](https://github.com/Theano/Theano), 很多python的CNN都用到了这个包。 77 | 78 | ### 优秀博客 79 | - [pluskid](http://freemind.pluskid.org/), 里面对算法的分析很到位。 80 | - [Liang Bo Wang](http://blog.liang2.tw/)，技术博客。 81 | 82 | ### HTML5 app框架 83 | - [ionic](https://github.com/driftyco/ionic), Advanced HTML5 mobile development framework and SDK. Build incredible hybrid apps with web technologies you already know and love. Best friends with AngularJS. 84 | - [ionicons](https://github.com/driftyco/ionicons), The premium icon font for Ionic. 85 | - [generator-ionic](https://github.com/diegonetto/generator-ionic)(Build hybrid mobile apps using the Ionic Framework). 86 | - [ionic-site](https://github.com/driftyco/ionic-site), Repo for the ionicframework.com site. 87 | 88 | ### 代码搜集 89 | - [Matlab](http://cn.mathworks.com/matlabcentral/),可以在上搜集一些比较好得matlab代码 90 | 91 | ### OS X 92 | - [alfred-workflows](https://github.com/willfarrell/alfred-workflows)，alfred，好东西。 93 | - [https://github.com/iCHAIT/awesome-osx](awesome-osx), A curated list of awesome applications, softwares, tools and shiny things for OS X. 94 | 95 | ### Jekyll主题 96 | - [so-simple-theme](https://github.com/mmistakes/so-simple-theme), A simple and clean responsive Jekyll theme for words and photos. 97 | - [made-mistakes](https://github.com/mmistakes/made-mistakes), [OLD] Made Mistakes website codebase. 98 | - [minimal-mistakes](https://github.com/mmistakes/minimal-mistakes), A responsive Jekyll theme with clean typography and support for large full page images. 99 | - [hpstr-jekyll-theme](https://github.com/mmistakes/hpstr-jekyll-theme), A Jekyll theme with some tumble-log tendencies. 100 | - [jekyll-bootstrap](https://github.com/plusjade/jekyll-bootstrap), The quickest way to start and publish your Jekyll powered blog. 100% compatible with GitHub pages. 101 | - [left](https://github.com/holman/left), Left is a clean, whitespace-happy layout for Jekyll. 102 | 103 | ### 静态页面生成器 104 | - [wintersmith](https://github.com/jnordberg/wintersmith), A flexible static site generator. 105 | 106 | ### Python相关 107 | - [pyspider](https://github.com/binux/pyspider), 爬虫框架。 108 | - [bokeh](https://github.com/bokeh/bokeh), Interactive Web Plotting for Python. 109 | - [codeparkshare](https://github.com/Yixiaohan/codeparkshare), Python初学者（零基础学习Python、Python入门）书籍、视频、资料、社区推荐. 110 | - [hyde](https://github.com/hyde/hyde), A Python Static Website Generator. 111 | - [scipy-lecture-notes](https://github.com/scipy-lectures/scipy-lecture-notes), Tutorial material on the scientific Python ecosystem. 112 | - [Projects](https://github.com/karan/Projects), A list of practical projects that anyone can solve in any programming language. 113 | - [networkx](https://github.com/networkx/networkx), NetworkX is a Python package for the creation, manipulation, and study of the structure, dynamics, and functions of complex networks. 114 | - [python-for-android](https://github.com/kivy/python-for-android), Turn your Python application into an Android APK - Build your own python and extension. 115 | 116 | ### CSS 117 | - [Effeckt.css](https://github.com/h5bp/Effeckt.css), A Performant Transitions and Animations Library. 118 | - [normalize.css](https://github.com/necolas/normalize.css), A collection of HTML element and attribute style-normalizations. 119 | 120 | ### Django and its extension 121 | - [djangobook.com](https://github.com/jacobian-archive/djangobook.com), djangobook.com. 122 | - [django-disqus](https://github.com/arthurk/django-disqus), Integrates DISQUS into Django. 123 | - [disqus-python](https://github.com/disqus/disqus-python), Disqus API bindings for Python. 124 | - [django-pagination](https://github.com/ericflo/django-pagination), A set of utilities for creating robust pagination tools throughout a django application. 125 | - [django-bootstrap-toolkit](https://github.com/dyve/django-bootstrap-toolkit), Bootstrap support for Django projects. 126 | - [django-cms](https://github.com/divio/django-cms), The easy-to-use and developer-friendly CMS. 127 | - [photome](https://github.com/lpj24/photome), 一个django的简单网页. 128 | - [weblog](https://github.com/ghostrong/weblog),A simple blog system written in Flask. 129 | - [duoshuo-python-sdk](https://github.com/duoshuo/duoshuo-python-sdk), A Python library for using the duoshuo API. 130 | - [sblog](https://github.com/zongxiao/sblog), 一个使用django搭建的简易博客. 131 | - [django_selfblog](https://github.com/the5fire/django_selfblog), Another opensource blog system based on Django1.5.1. 132 | - [timeline-site](https://github.com/vicalloy/timeline-site), a site about timeline. 133 | - [serholiu.com](https://github.com/SerhoLiu/serholiu.com), Tornado 博客. 134 | - [FairyBBS](https://github.com/ericls/FairyBBS), 用django写的一个BBS. 135 | - [django-bootstrap3](https://github.com/dyve/django-bootstrap3), 比较好用. 136 | 137 | ### JS 138 | - [pdf.js](https://github.com/mozilla/pdf.js), PDF Reader in JavaScript. 139 | - [audiojs](https://github.com/kolber/audiojs), A cross-browser javascript wrapper for the html5 audio tag. 140 | - [jstutorial](https://github.com/ruanyf/jstutorial), Javascript tutorial book. 141 | - [impress.js](https://github.com/impress/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. 142 | 143 | ### Book 144 | - [rails3](https://github.com/railstutorial-china/rails3), 《Ruby on Rails Tutorial》中文版，涵盖 Rails 3.2. 145 | - [collectiveintelligence-book](https://github.com/nico/collectiveintelligence-book), Some code and tests I wrote while working through Toby Segaran's book. 146 | - [free-programming-books](https://github.com/vhf/free-programming-books), Freely available programming books. 147 | - [easybook](https://github.com/javiereguiluz/easybook), Book publishing as easy as it should be (built with Symfony components). 148 | 149 | ### Web show 150 | - [www.ruby-lang.org](https://github.com/ruby/www.ruby-lang.org), Source of the https://www.ruby-lang.org website. 151 | - [alloyteam.github.com](https://github.com/AlloyTeam/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！ 152 | - [git-scm.com](https://github.com/git/git-scm.com), Current version of the http://git-scm.com site http://git-scm.com/. 153 | - [government.github.com](https://github.com/github/government.github.com), Gather, curate, and feature stories of public servants and civic hackers using GitHub as part of their open government innovations. 154 | - [bindiry.github.com](https://github.com/bindiry/bindiry.github.com), wiki模板. 155 | 156 | ### 画图 157 | - [vistat](https://github.com/supstat/vistat), A reproducible gallery of statistical graphics. 158 | 159 | ### WordPress 160 | - [roots](https://github.com/roots/sage), The best WordPress starter theme with a modern front-end development workflow. Based on HTML5 Boilerplate, gulp, Bower, and Bootstrap. 161 | 162 | ### 前段框架 163 | - [Semantic-UI](https://github.com/Semantic-Org/Semantic-UI), Semantic is a UI component framework based around useful principles from natural language. 164 | 165 | ### 移动web解决方案 166 | - [Spirit](https://github.com/AlloyTeam/Spirit), 腾讯移动Web整体解决方案. 167 | - [mobileTech](https://github.com/jtyjty99999/mobileTech), A useful tools or tips list for mobile web application developing. 168 | - [foundation](https://github.com/zurb/foundation), 响应式布局前段框架。 169 | 170 | ### 时间线 171 | - [life](https://github.com/cheeaun/life), Life - a timeline of important events in my life. 172 | 173 | ### jQ插件 174 | - [BookBlock](https://github.com/codrops/BookBlock), A jQuery plugin that will create a booklet-like component that let's you navigate through its items by flipping the pages. 175 | 176 | ### PHP框架 177 | - [CodeIgniter](https://github.com/bcit-ci/CodeIgniter), Open Source PHP Framework (originally from EllisLab). 178 | 179 | ### 在线版PPT工具 180 | - [nodePPT](https://github.com/ksky521/nodePPT), 写web版ppt. 181 | 182 | ### 编程风格指南 183 | - [zh-google-styleguide](https://github.com/zh-google-styleguide/zh-google-styleguide), Google 开源项目风格指南 (中文版)。 184 | --------------------------------------------------------------------------------