├── LICENSE ├── README.md ├── config_centos.sh ├── config_mac.sh ├── config_win.bat ├── mkzip.sh ├── ml4se.zip └── scripts ├── 02-square_error.py ├── 03-estimator_bias.py ├── 03-maximum_likelihood.py ├── 03-ml_gauss.py ├── 04-perceptron.py ├── 05-logistic_vs_perceptron.py ├── 05-roc_curve.py ├── 06-k_means.py ├── 07-mix_em.py ├── 07-prep_data.py ├── 08-bayes_normal.py ├── 08-bayes_regression.py ├── photo.jpg ├── train-images.txt.gz └── train-labels.txt.gz /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/enakai00/ml4se/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # ml4se 2 | Sample scripts of "Machine Learning for Software Engineers" 3 | -------------------------------------------------------------------------------- /config_centos.sh: 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