├── README.md ├── data └── iris.data ├── 机器学习回顾篇（10）：感知机模型.ipynb ├── 机器学习回顾篇（11）：支持向量机（SVM）.ipynb ├── 机器学习回顾篇（12）：集成学习之Bagging与随机森林.ipynb ├── 机器学习回顾篇（13）：集成学习之AdaBoost.ipynb ├── 机器学习回顾篇（14）：主成分分析法（PCA）.ipynb ├── 机器学习回顾篇（1）：梯度下降法.ipynb ├── 机器学习回顾篇（2）：最小二乘法.ipynb ├── 机器学习回顾篇（3）：线性回归.ipynb ├── 机器学习回顾篇（4）：逻辑回归.ipynb ├── 机器学习回顾篇（5）：朴素贝叶斯算法.ipynb ├── 机器学习回顾篇（6）：KNN算法.ipynb ├── 机器学习回顾篇（7）：决策树算法（ID3、C4.5）.ipynb ├── 机器学习回顾篇（8）：CART决策树算法.ipynb ├── 机器学习回顾篇（9）：K-means聚类算法..ipynb └── 机器学习回顾篇（9）：K-means聚类算法.ipynb /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ChenHuabin321/machine_learning_review/HEAD/README.md -------------------------------------------------------------------------------- /data/iris.data: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ChenHuabin321/machine_learning_review/HEAD/data/iris.data 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