The naive implementation of some popular machine learning algorithms.

Naive implementations of some M.L. algorithms, which are updated continuously.

The algorithms that have been implemented are listed as follows:

  • Logistic Regression,
  • SVM solved by SMO,
  • K-Means，
  • GMM solved by EM,
  • Perceptron，
  • Naive Bayes,
  • LeNet-Keras，
  • MLP-Numpy solved with BP,
  • MCMC sampling.

Codes are available here.

tag:

    缺失模块。
    1、请确保node版本大于6.2
    2、在博客根目录（注意不是yilia根目录）执行以下命令：
    npm i hexo-generator-json-content --save

    3、在根目录_config.yml里添加配置： 

      jsonContent:
    meta: false
    pages: false
    posts:
      title: true
      date: true
      path: true
      text: false
      raw: false
      content: false
      slug: false
      updated: false
      comments: false
      link: false
      permalink: false
      excerpt: false
      categories: false
      tags: true

<br> &#160; &#160; &#160; &#160;Mia, </br><br> &#160; &#160; &#160; &#160;a master student in NUDT.</br> <br> &#160; &#160; &#160; &#160;I love reading, exercising and cooking. <br /> <br>&#160; &#160; &#160; &#160;Science fictions, detective novels are my favorite.</br>