机器学习实战
所属分类:数据挖掘/数据仓库
开发工具:Python
文件大小:32767KB
下载次数:15
上传日期:2021-02-21 23:11:22
上 传 者:
作业已完城
说明: 机器学习实战中文英文pdf+数据集+代码
(Practice of machine learning)
文件列表:
Ch02-KNN (0, 2020-02-05)
Ch02-KNN\2.1.py (2547, 2020-02-05)
Ch02-KNN\2.2.1.py (1955, 2020-02-05)
Ch02-KNN\2.2.2.py (6095, 2020-02-05)
Ch02-KNN\2.2.3.py (2875, 2020-02-05)
Ch02-KNN\2.2.4.py (5630, 2020-02-05)
Ch02-KNN\2.2.5.py (5337, 2020-02-05)
Ch02-KNN\2.3.2.py (3022, 2020-02-05)
Ch03-DecisionTree (0, 2020-02-05)
Ch03-DecisionTree\3.2.1-1.py (2296, 2020-02-05)
Ch03-DecisionTree\3.2.1-2.py (4861, 2020-02-05)
Ch03-DecisionTree\3.2.2.py (6980, 2020-02-05)
Ch03-DecisionTree\3.3.py (13069, 2020-02-05)
Ch03-DecisionTree\3.4.py (8011, 2020-02-05)
Ch03-DecisionTree\3.5.1.py (626, 2020-02-05)
Ch03-DecisionTree\3.5.2.py (518, 2020-02-05)
Ch03-DecisionTree\3.6.2-1.py (1365, 2020-02-05)
Ch03-DecisionTree\3.6.2-2.py (1786, 2020-02-05)
Ch03-DecisionTree\3.6.2-3.py (2320, 2020-02-05)
Ch04-NaiveBayes (0, 2020-02-05)
Ch04-NaiveBayes\4.7.1.py (2622, 2020-02-05)
Ch04-NaiveBayes\4.7.2.py (4272, 2020-02-05)
Ch04-NaiveBayes\4.7.3.py (4387, 2020-02-05)
Ch04-NaiveBayes\4.8.1.py (1801, 2020-02-05)
Ch04-NaiveBayes\4.8.2.py (9564, 2020-02-05)
Ch04-NaiveBayes\4.9.1.py (1558, 2020-02-05)
Ch04-NaiveBayes\4.9.2-1.py (3677, 2020-02-05)
Ch04-NaiveBayes\4.9.2-2.py (5510, 2020-02-05)
Ch04-NaiveBayes\4.9.2-3.py (7586, 2020-02-05)
Ch04-NaiveBayes\4.9.2-4.py (7299, 2020-02-05)
Ch05-Logistic (0, 2020-02-05)
Ch05-Logistic\5.4.1.py (2606, 2020-02-05)
Ch05-Logistic\5.4.2.py (2460, 2020-02-05)
Ch05-Logistic\5.4.3.py (4086, 2020-02-05)
Ch05-Logistic\5.4.4.py (4297, 2020-02-05)
Ch05-Logistic\5.4.5.py (6763, 2020-02-05)
Ch05-Logistic\5.5.2-1.py (3270, 2020-02-05)
Ch05-Logistic\5.5.2-2.py (3076, 2020-02-05)
Ch05-Logistic\5.6.py (1353, 2020-02-05)
... ...
# Machine-Learning-in-Action–°ing‰
# §‘—é—10‰…°¨
- #### “““ [è…¨‘ CSDN ](https://blog.csdn.net/tefuirnever)
- #### “““ [¨°é](https://github.com/TeFuirnever/Machine-Learning-in-Action/blob/master/%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E5%AE%9E%E6%88%***%E6%95%B0%E6%8D%AE%E9%9B%86.zip)
---
- #### [¨ - ](https://blog.csdn.net/TeFuirnever/article/details/99701256)
- #### [¨](https://github.com/TeFuirnever/Machine-Learning-in-Action)
---
- #### [1 - ¨ - ](https://blog.csdn.net/TeFuirnever/article/details/99734084)
---
- #### [2 - k-è‘é— - ](https://blog.csdn.net/TeFuirnever/article/details/99739021)
- #### [Ch02-KNN - ](https://github.com/TeFuirnever/Machine-Learning-in-Action/tree/master/Ch02-KNN)
---
- #### [3 - –‘ - ](https://blog.csdn.net/TeFuirnever/article/details/99955515)
- #### [Ch03-DecisionTree - ](https://github.com/TeFuirnever/Machine-Learning-in-Action/tree/master/Ch03-DecisionTree)
---
- #### [4 - è±–è– - ](https://blog.csdn.net/TeFuirnever/article/details/100108341)
- #### [Ch04-NaiveBayes - ](https://github.com/TeFuirnever/Machine-Learning-in-Action/tree/master/Ch04-NaiveBayes)
---
- #### [5 - Logistic ’ - ](https://blog.csdn.net/TeFuirnever/article/details/100159150)
- #### [Ch05-Logistic - ](https://github.com/TeFuirnever/Machine-Learning-in-Action/tree/master/Ch05-Logistic)
---
- #### [6 - ”‘é - ](https://blog.csdn.net/TeFuirnever/article/details/99701322)
- #### [Ch06-SVM - ](https://github.com/TeFuirnever/Machine-Learning-in-Action/tree/master/Ch06-SVM)
---
- #### [7 - ”¨AdaBoost …—鱧è - ](https://blog.csdn.net/TeFuirnever/article/details/100191706)
- #### [Ch07-AdaBoost - ](https://github.com/TeFuirnever/Machine-Learning-in-Action/tree/master/Ch07-AdaBoost)
---
- #### [8 - é°°’ - ](https://blog.csdn.net/TeFuirnever/article/details/100572055)
- #### [Ch08-Regression - ](https://github.com/TeFuirnever/Machine-Learning-in-Action/tree/master/Ch08-Regression)
---
- #### [9 - ‘’ - ](https://blog.csdn.net/TeFuirnever/article/details/101294837)
- #### [Ch09-Regression Trees - ](https://github.com/TeFuirnever/Machine-Learning-in-Action/tree/master/Ch09-Regression%20Trees)
---
- #### 10 - ”¨K-è±—¨° -
- ####
---
- #### 11 - ”¨Apriori —èè…è” -
- ####
---
- #### 12 - ”¨FP-growth —é‘°é‘éé -
- ####
---
- #### 13 - ӬPCA С -
- ####
---
- #### 14 - ӬSVD С -
- ####
---
- #### 15 - ¤§°MapReduce -
- ####
# “ …¨é¨‰…è“
# “ 蔨’è·“’
# “ 鉰‰é‰é—éè¨
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