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一些机器学习算法的demo。普通最小二乘法,决策树(Iris鸢尾花数据集),KNN(mnist手写数字数据集),朴素贝叶斯分类西瓜数据集,trec06c数据集垃圾邮件分类(spam),逻辑斯蒂回归,随机梯度下降SGD与全梯度下降的对比,mnist中8和9的二分类,泰坦尼克号数据集。

Python 100.00%

ml_demo's Introduction

ML_demo

一些机器学习相关的demo

  1. mnist数据集,KNN算法分类。
  2. 决策树分类Iris数据集(鸢尾花)。
  3. 朴素贝叶斯分类西瓜数据集(demo),trec06c数据集(垃圾邮件)分类。
  4. 一元线性回归之普通最小二乘法(OLS)。
  5. 逻辑斯蒂回归,随机梯度下降与全梯度下降,mnist中8和9的二分类,titanic数据集。

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