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https://github.com/willard-yuan/my-awesome-awesomeness

自己使用的一些工具
https://github.com/willard-yuan/my-awesome-awesomeness

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自己使用的一些工具

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# 个人使用资源汇总



### 图像传统特征提取

- [fishercaffe](https://github.com/MartinHjelm/fishercaffe), C++ training and testing code for an SVM using Vlfeat fisher vectors together with possible other features.

- [DBow3](https://github.com/rmsalinas/DBow3), Improved version of DBow2.

- [CudaSift](https://github.com/Celebrandil/CudaSift/tree/master), A CUDA implementation of SIFT for NVidia GPUs.



### 图像检索之哈希

- [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。

- [mih](https://github.com/norouzi/mih), Fast exact nearest neighbor search in Hamming distance on binary codes with Multi-index hashing.

- [min-loss-hashing](https://github.com/marklar/min-loss-hashing), matlab版及Python版的LSH.

- [E2LSH](http://www.mit.edu/~andoni/LSH/), LSH Algorithm and Implementation.

- [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.



### 图像检索之PQ

- [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.

- [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.

- [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).

- [Product-Quantization](https://github.com/essishen93/Product-Quantilization), The implementation of the paper " Product quantization for nearest neighbor search".



### 倒排索引

- [invindex.py](https://github.com/matteobertozzi/blog-code/blob/master/py-inverted-index/invindex.py), 文本倒排索引。

- [py-inverted-index](https://github.com/imatge-upc/retrieval-2016-icmr/tree/master/lib/py-inverted-index), Fast in-memory inverted index.



### OCR

- [端到端的OCR：LSTM＋CTC的实现](http://www.jianshu.com/p/4fadf629895b/comments/3441685)

- [基于Lstm、CTC的验证码识别](http://ranjun.me/2016/08/17/ocr-recaptcha/)



### 深度学习工具

- [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.

- [A Guide to Deep Learning](http://yerevann.com/a-guide-to-deep-learning/).



### 深度学习网络模型

- [deep-residual-networks](https://github.com/KaimingHe/deep-residual-networks), Deep Residual Learning for Image Recognition.



### 数据可视化研究

- [Awesome visualization research](https://github.com/mathisonian/awesome-visualization-research).



### 计算机视觉与数据分析

- [ccv](https://github.com/liuliu/ccv), C-based/Cached/Core Computer Vision Library, A Modern Computer Vision Library.

- [vlfeat](https://github.com/vlfeat/vlfeat), An open library of computer vision algorithms.

- [flann](https://github.com/mariusmuja/flann), Fast Library for Approximate Nearest Neighbors.

- [PCV](https://github.com/jesolem/PCV), Open source Python module for computer vision.

- [scikit-learn](https://github.com/scikit-learn/scikit-learn), scikit-learn: machine learning in Python.

- [SimpleCV](https://github.com/sightmachine/SimpleCV), The Open Source Framework for Machine Vision.

- [pydata-book](https://github.com/pydata/pydata-book), Materials and IPython notebooks for "Python for Data Analysis".

- [DeepLearningTutorials](https://github.com/lisa-lab/DeepLearningTutorials), Deep Learning Tutorial notes and code. See the wiki for more info.

- [awesome-bigdata](https://github.com/onurakpolat/awesome-bigdata), A curated list of awesome big data frameworks, ressources and other awesomeness.

- [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!

- [bgslibrary](https://github.com/andrewssobral/bgslibrary), 背景减除.

- [handDetectionCV](https://github.com/simena86/handDetectionCV), Hand Detection using Color Recognition.

- [pyimreg](https://github.com/vishwa91/pyimreg), Simple Image registration using SIFT and RANSAC algorithm.

- [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.

- [mahotas](https://github.com/luispedro/mahotas), Computer Vision in Python.

- [feature-extraction](https://github.com/adikhosla/feature-extraction), matlab版特征提取。



### 前端工具

- [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)。

- [jqueryscript](http://www.jqueryscript.net/),很多优秀的js插件都可以在上面找到。



### shell

- [oh-my-zsh](https://github.com/robbyrussell/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](https://github.com/Yaoshicn/awesome-music-for-programming)



### python

- [PYTHON资源入口汇总](http://www.wklken.me/posts/2013/08/27/python-sources.html)

- [OverFeat](https://github.com/sermanet/OverFeat), OverFeat is a Convolutional Network-based image classifier and feature extractor.

- [noccn](https://github.com/dnouri/noccn), Utilities for Alex Krizhevsky's cuda-convnet.

- [morb](https://github.com/benanne/morb), Modular Restricted Boltzmann Machine (RBM) implementation using Theano.

- [pylearn2](https://github.com/lisa-lab/pylearn2), A Machine Learning library based on Theano.



### C++

- [ccv](https://github.com/liuliu/ccv), C-based/Cached/Core Computer Vision Library, A Modern Computer Vision Library.

- [Theano](https://github.com/Theano/Theano), 很多python的CNN都用到了这个包。



### 优秀博客

- [pluskid](http://freemind.pluskid.org/), 里面对算法的分析很到位。

- [Liang Bo Wang](http://blog.liang2.tw/)，技术博客。



### HTML5 app框架

- [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.

- [ionicons](https://github.com/driftyco/ionicons), The premium icon font for Ionic.

- [generator-ionic](https://github.com/diegonetto/generator-ionic)(Build hybrid mobile apps using the Ionic Framework).

- [ionic-site](https://github.com/driftyco/ionic-site), Repo for the ionicframework.com site.



### 代码搜集

- [Matlab](http://cn.mathworks.com/matlabcentral/),可以在上搜集一些比较好得matlab代码



### OS X

- [alfred-workflows](https://github.com/willfarrell/alfred-workflows)，alfred，好东西。

- [https://github.com/iCHAIT/awesome-osx](awesome-osx), A curated list of awesome applications, softwares, tools and shiny things for OS X.



### Jekyll主题

- [so-simple-theme](https://github.com/mmistakes/so-simple-theme), A simple and clean responsive Jekyll theme for words and photos.

- [made-mistakes](https://github.com/mmistakes/made-mistakes), [OLD] Made Mistakes website codebase.

- [minimal-mistakes](https://github.com/mmistakes/minimal-mistakes), A responsive Jekyll theme with clean typography and support for large full page images.

- [hpstr-jekyll-theme](https://github.com/mmistakes/hpstr-jekyll-theme), A Jekyll theme with some tumble-log tendencies.

- [jekyll-bootstrap](https://github.com/plusjade/jekyll-bootstrap), The quickest way to start and publish your Jekyll powered blog. 100% compatible with GitHub pages.

- [left](https://github.com/holman/left), Left is a clean, whitespace-happy layout for Jekyll.



### 静态页面生成器

- [wintersmith](https://github.com/jnordberg/wintersmith), A flexible static site generator.



### Python相关

- [pyspider](https://github.com/binux/pyspider), 爬虫框架。

- [bokeh](https://github.com/bokeh/bokeh), Interactive Web Plotting for Python.

- [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.

- [hyde](https://github.com/hyde/hyde), A Python Static Website Generator.

- [scipy-lecture-notes](https://github.com/scipy-lectures/scipy-lecture-notes), Tutorial material on the scientific Python ecosystem.

- [Projects](https://github.com/karan/Projects), A list of practical projects that anyone can solve in any programming language.

- [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.

- [python-for-android](https://github.com/kivy/python-for-android), Turn your Python application into an Android APK - Build your own python and extension.



### CSS

- [Effeckt.css](https://github.com/h5bp/Effeckt.css), A Performant Transitions and Animations Library.

- [normalize.css](https://github.com/necolas/normalize.css), A collection of HTML element and attribute style-normalizations.



### Django and its extension

- [djangobook.com](https://github.com/jacobian-archive/djangobook.com), djangobook.com.

- [django-disqus](https://github.com/arthurk/django-disqus), Integrates DISQUS into Django.

- [disqus-python](https://github.com/disqus/disqus-python), Disqus API bindings for Python.

- [django-pagination](https://github.com/ericflo/django-pagination), A set of utilities for creating robust pagination tools throughout a django application.

- [django-bootstrap-toolkit](https://github.com/dyve/django-bootstrap-toolkit), Bootstrap support for Django projects.

- [django-cms](https://github.com/divio/django-cms), The easy-to-use and developer-friendly CMS.

- [photome](https://github.com/lpj24/photome), 一个django的简单网页.

- [weblog](https://github.com/ghostrong/weblog),A simple blog system written in Flask.

- [duoshuo-python-sdk](https://github.com/duoshuo/duoshuo-python-sdk), A Python library for using the duoshuo API.

- [sblog](https://github.com/zongxiao/sblog), 一个使用django搭建的简易博客.

- [django_selfblog](https://github.com/the5fire/django_selfblog), Another opensource blog system based on Django1.5.1.

- [timeline-site](https://github.com/vicalloy/timeline-site), a site about timeline.

- [serholiu.com](https://github.com/SerhoLiu/serholiu.com), Tornado 博客.

- [FairyBBS](https://github.com/ericls/FairyBBS), 用django写的一个BBS.

- [django-bootstrap3](https://github.com/dyve/django-bootstrap3), 比较好用.



### JS

- [pdf.js](https://github.com/mozilla/pdf.js), PDF Reader in JavaScript.

- [audiojs](https://github.com/kolber/audiojs), A cross-browser javascript wrapper for the html5 audio tag.

- [jstutorial](https://github.com/ruanyf/jstutorial), Javascript tutorial book.

- [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.



### Book

- [rails3](https://github.com/railstutorial-china/rails3), 《Ruby on Rails Tutorial》中文版，涵盖 Rails 3.2.

- [collectiveintelligence-book](https://github.com/nico/collectiveintelligence-book), Some code and tests I wrote while working through Toby Segaran's book.

- [free-programming-books](https://github.com/vhf/free-programming-books), Freely available programming books.

- [easybook](https://github.com/javiereguiluz/easybook), Book publishing as easy as it should be (built with Symfony components).



### Web show

- [www.ruby-lang.org](https://github.com/ruby/www.ruby-lang.org), Source of the https://www.ruby-lang.org website.

- [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！

- [git-scm.com](https://github.com/git/git-scm.com), Current version of the http://git-scm.com site http://git-scm.com/.

- [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.

- [bindiry.github.com](https://github.com/bindiry/bindiry.github.com), wiki模板.



### 画图

- [vistat](https://github.com/supstat/vistat), A reproducible gallery of statistical graphics.



### WordPress

- [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.



### 前段框架

- [Semantic-UI](https://github.com/Semantic-Org/Semantic-UI), Semantic is a UI component framework based around useful principles from natural language.



### 移动web解决方案

- [Spirit](https://github.com/AlloyTeam/Spirit), 腾讯移动Web整体解决方案.

- [mobileTech](https://github.com/jtyjty99999/mobileTech), A useful tools or tips list for mobile web application developing.

- [foundation](https://github.com/zurb/foundation), 响应式布局前段框架。



### 时间线

- [life](https://github.com/cheeaun/life), Life - a timeline of important events in my life.



### jQ插件

- [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.



### PHP框架

- [CodeIgniter](https://github.com/bcit-ci/CodeIgniter), Open Source PHP Framework (originally from EllisLab).



### 在线版PPT工具

- [nodePPT](https://github.com/ksky521/nodePPT), 写web版ppt.



### 编程风格指南

- [zh-google-styleguide](https://github.com/zh-google-styleguide/zh-google-styleguide), Google 开源项目风格指南 (中文版)。