This project forked from yourtion/dataminingguidebook-codes
《面向程序员的数据挖掘指南》源码
Home Page: http://dataminingguide.books.yourtion.com
讲述什么是数据挖掘，它所能解决的问题的是什么，以及在阅读完本书后，你可以做些什么。
介绍协同过滤，基本的距离算法，包括曼哈顿距离、欧几里得距离、闵科夫斯基距离、皮尔森相关系数。使用Python实现一个基本的推荐算法。
这章开始讨论可供选择的用户评价体系。用户能够显示地給于评价（好、差、五星评价等），或者隐式地給于评价——如果用户在亚马逊购买了一个MP3，我们则认为他是“喜欢”这件商品的。
上一章中我们使用用户对商品的评价来进行推荐，这一章我们会使用商品本身的特性来进行推荐。这种算法在潘多拉等网站中采用。
本章会讨论如何评价分类器的效果，方法包括十折交叉验证、留一法、以及Kappa检验等，同时还会引入kNN算法。
我们会在这章探索朴素贝叶斯分类算法，使用概率密度函数来处理数值型数据。
这一章我们会尝试使用朴素贝叶斯算法来对非结构化文本进行分类。我们是否能够判断出Twitter上的一片影评是正面评价还是负面的呢？
我们会讨论层次聚类和kmeans聚类。
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
Django
The Web framework for perfectionists with deadlines.
Laravel
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft
Open source projects and samples from Microsoft.
Google
Google ❤️ Open Source for everyone.
Alibaba
Alibaba Open Source for everyone
D3
Data-Driven Documents codes.
Tencent
China tencent open source team.
