Giter VIP home page Giter VIP logo

garylv.github.io's Introduction

Guan Blog

View Live Guan Blog →

Introduction

该系列博客主要介绍机器学习相关的基础知识，博客结构如下：

  • 引入问题，介绍背景
  • 问题的数学描述以及求解，这里尽量包含必要的数学内容以支撑对该问题的解读
  • 没有实际用例实在难以理解各种算法的过程以及背后的含义，所以这里都加入了相应的数据集
    • 并通过Python以相应算法步骤求解，用于深入理解算法
    • 同时为了日后开发方便，每篇又都会引入scikit-learn机器学习包，加快对实际问题的求解。算法代码可以在我的github账号里找到
  • 最后列出相关的参考资料

除了机器学习算法以外，Guan Blog还包含相应的技术博客，例如Numpy介绍，数据可视化等。

garylv.github.io's People

Contributors

www322 avatar

Watchers

Run.D Guan avatar

garylv.github.io's Issues

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.