Giter Club home page Giter Club logo

machinelearningalgorithm's Introduction

  • 总体均值、总体方差

  • 样本均值、样本方差

  • 无偏估计、有偏估计

  • 样本标准差

  • 样本协方差、协方差矩阵

2. 一些常用的机器学习算法理论及实现

算法理论包括:

  • 《统计学习方法》学习总结

算法实现包括:

  • Apriori 算法

  • DesicionTree 算法

  • HMM模型 Viterbi 算法

  • 针对文本分类的 NaiveBayes 算法

  • 针对文本分类的 LogisticRegression 算法

  • 线性回归算法:

    • 标准的线性回归

    • 局部加权线性回归

    • 岭回归

结果示例:

image

image

3. 一些常用的机器学习框架

框架包括:

  • Keras [1]

  • TensorFlow [1] [2]

  • sklearn [1]

项目包括:

machinelearningalgorithm's People

Contributors

lining0806 avatar

Watchers

Shubham Pachori 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.