├── .gitignore ├── README.md ├── ch02 - kNN └── kNN.py ├── ch03 - DicisionTree └── dicisiontree.py ├── ch04 - NaiveBayes ├── bayes.py └── email ├── ch05 - LogisticRegression └── logisticRegression.py ├── ch06 - svm └── svmMLiA.py ├── ch07 - AdaBoosting └── adaboost.py ├── ch08 - LinearRegression └── regression.py ├── ch09 - RegressionTree └── regressionTrees.py ├── ch11 - Apriori └── apriori.py └── ch12 - FP-growth └── fpGrowth.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaySon-Huang/MachineLearningInAction/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaySon-Huang/MachineLearningInAction/HEAD/README.md -------------------------------------------------------------------------------- /ch02 - kNN/kNN.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaySon-Huang/MachineLearningInAction/HEAD/ch02 - kNN/kNN.py -------------------------------------------------------------------------------- /ch03 - DicisionTree/dicisiontree.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaySon-Huang/MachineLearningInAction/HEAD/ch03 - DicisionTree/dicisiontree.py -------------------------------------------------------------------------------- /ch04 - NaiveBayes/bayes.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaySon-Huang/MachineLearningInAction/HEAD/ch04 - NaiveBayes/bayes.py -------------------------------------------------------------------------------- /ch04 - NaiveBayes/email: -------------------------------------------------------------------------------- 1 | ../machinelearninginaction/Ch04/email -------------------------------------------------------------------------------- /ch05 - LogisticRegression/logisticRegression.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaySon-Huang/MachineLearningInAction/HEAD/ch05 - LogisticRegression/logisticRegression.py -------------------------------------------------------------------------------- /ch06 - svm/svmMLiA.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaySon-Huang/MachineLearningInAction/HEAD/ch06 - svm/svmMLiA.py -------------------------------------------------------------------------------- /ch07 - AdaBoosting/adaboost.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaySon-Huang/MachineLearningInAction/HEAD/ch07 - AdaBoosting/adaboost.py -------------------------------------------------------------------------------- /ch08 - LinearRegression/regression.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaySon-Huang/MachineLearningInAction/HEAD/ch08 - LinearRegression/regression.py -------------------------------------------------------------------------------- /ch09 - RegressionTree/regressionTrees.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaySon-Huang/MachineLearningInAction/HEAD/ch09 - RegressionTree/regressionTrees.py -------------------------------------------------------------------------------- /ch11 - Apriori/apriori.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaySon-Huang/MachineLearningInAction/HEAD/ch11 - Apriori/apriori.py -------------------------------------------------------------------------------- /ch12 - FP-growth/fpGrowth.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JaySon-Huang/MachineLearningInAction/HEAD/ch12 - FP-growth/fpGrowth.py --------------------------------------------------------------------------------