├── .ipynb_checkpoints └── 1 introduction-checkpoint.ipynb ├── 1 introduction.ipynb ├── 10 hmm.ipynb ├── 11 crf.ipynb ├── 2 perceptron.ipynb ├── 3 kNN.ipynb ├── 4 nb.ipynb ├── 5 dt.ipynb ├── 6.1 logistic.ipynb ├── 6.2 me.ipynb ├── 7 svm.ipynb ├── 8 boosting.ipynb ├── 9.1 em.ipynb ├── 9.2 gmm.ipynb ├── A gd.ipynb ├── B newton.ipynb ├── C lagrange.ipynb └── D bp.ipynb /.ipynb_checkpoints/1 introduction-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anch3or/Notes-on-Statistical-Learning-Methods/HEAD/.ipynb_checkpoints/1 introduction-checkpoint.ipynb -------------------------------------------------------------------------------- /1 introduction.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anch3or/Notes-on-Statistical-Learning-Methods/HEAD/1 introduction.ipynb 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logistic.ipynb -------------------------------------------------------------------------------- /6.2 me.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anch3or/Notes-on-Statistical-Learning-Methods/HEAD/6.2 me.ipynb -------------------------------------------------------------------------------- /7 svm.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anch3or/Notes-on-Statistical-Learning-Methods/HEAD/7 svm.ipynb -------------------------------------------------------------------------------- /8 boosting.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anch3or/Notes-on-Statistical-Learning-Methods/HEAD/8 boosting.ipynb -------------------------------------------------------------------------------- /9.1 em.ipynb: 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newton.ipynb -------------------------------------------------------------------------------- /C lagrange.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anch3or/Notes-on-Statistical-Learning-Methods/HEAD/C lagrange.ipynb -------------------------------------------------------------------------------- /D bp.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/anch3or/Notes-on-Statistical-Learning-Methods/HEAD/D bp.ipynb --------------------------------------------------------------------------------