├── DecisionTree-iris ├── Iris.csv ├── id3_tree.py └── readme.md ├── LinearRegression ├── OLS.py └── README.md ├── Logistic ├── cost-iter.png ├── cost-timer.png ├── logistic_autograd.py ├── mnist-train.csv ├── readme.MD └── titanic_train.csv ├── NavieBayes ├── NB(SPAM).py ├── NB(watermelon).py ├── PreData(SPAM).py ├── display.png ├── readme.md ├── stopWord.txt └── watermelon3_0.csv ├── README.md ├── __init__.py └── mnist ├── KNN_demo.py ├── easy_demo.py ├── gz_data ├── t10k-images-idx3-ubyte.gz ├── t10k-labels-idx1-ubyte.gz ├── train-images-idx3-ubyte.gz └── train-labels-idx1-ubyte.gz ├── input_data.py ├── readme.md ├── src ├── 1.png └── 2.png └── un_gz_data.py /DecisionTree-iris/Iris.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ice-tong/ML_demo/HEAD/DecisionTree-iris/Iris.csv -------------------------------------------------------------------------------- /DecisionTree-iris/id3_tree.py: 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