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There are some machine learning algorithms implemented from scratch! Let's learn machine learning with toy code.

Overview

• Clustering: DBSCAN, Hierarchical(Agnes&Diana), Kmeans
• Classification: KNN
• Ensemble: Boosting(AdaBoost)
• Classification: NaiveBayes, DecisionTree, SVM
• Association Analysis: Apriori
• Ensemble: GBDT