Coder Social home page Coder Social logo

gzunick / ml-in-action-code-and-note Goto Github PK

View Code? Open in Web Editor NEW

This project forked from stonycat/ml-in-action-code-and-note

0.0 1.0 0.0 39.24 MB

:chart_with_upwards_trend:Machine Learning code in Python3.x. Some notes about the practices please click here:(personal notes, for reference only)

Home Page: http://blog.csdn.net/sinat_17196995

Python 100.00%

ml-in-action-code-and-note's Introduction

ML-in-Action-Code-and-Note

Machine Learning code in Python3.x. Some notes about the practices please click here:

ch2:k-近邻算法
ch3:决策树
ch4:基于概率论的分类方法:朴素贝叶斯
ch5:Logistic回归
ch6:支持向量机
ch7:利用Adaboost元算法提高分类性能
ch8:预测数值型数据:回归(线性回归)
ch9:树回归
ch10:K-均值聚类算法
ch11:使用Apriori算法进行关联分析
ch12:使用FP-growth算法来高效发现频繁项集
ch13:利用PCA简化数据
ch14:利用SVD简化数据
ch15:大数据与MapReduce

统一声明:主要参考书中所提供源码 @author: Peter Harrington

ml-in-action-code-and-note's People

Contributors

stonycat avatar

Watchers

James Cloos avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.