机器学习-7种算法游戏

一、原理以及应用

Cluster: DBSCAN
http://139.196.53.116/ml/mlprimer/Week2F6dbscan.pdf
Cluster: Hierarchical
http://139.196.53.116/ml/mlprimer/Week2F6hierarchical.pdf
Cluster: Kmean
http://139.196.53.116/ml/mlprimer/Week2F6kmean.pdf
Classify: Knn
http://139.196.53.116/ml/mlprimer/Week2F6knn.pdf
Classify: Naive Bayes
http://139.196.53.116/ml/mlprimer/Week2F6naivebayes.pdf
Classify: Decision Tree
http://139.196.53.116/ml/mlprimer/Week2F6decisiontree.pdf
Reinforce: Q Learning
http://139.196.53.116/ml/mlprimer/Week2F6qlearningSimpleExam.pdf

二、游戏初级

1、棋盘游戏DBSCAN
2、棋盘游戏Kmean
3、棋盘游戏KNN
4、棋盘+paper draw游戏 Hierarchical

三、游戏中级

1、棋盘+paper draw游戏 Naive Bayes
2、棋盘+paper draw游戏 Decision Tree
3、棋盘+paper draw游戏 Q Learning
4、code手算 Kmean
5、code手算 KNN
6、code手算 Naive Bayes

四、游戏高级

1、算盘 Naive Bayes
2、算盘 Decision Tree
3、算盘 KNN
4、算盘 Kmean
5、积木 Q Learning
6、Decision Tree 迷宫blockly
http://www.kidscode.cn/blockly_games/zh-hans/maze.html?lang=zh-hans&level=10&skin=0

五、资源

一些图片、照片待上传

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