├── Decision Tree for Classification And Regression.ipynb ├── GBDT 梯度提升.ipynb ├── GaussianMixtureModel.ipynb ├── HMM_forward.py ├── K-means算法.ipynb ├── KNN.ipynb ├── LSTM_FS.ipynb ├── MCMC-Metropolis-Hastings.py ├── Naive Bayes.ipynb ├── PCA.ipynb ├── PageRank.ipynb ├── README.md ├── SVM SMO.ipynb ├── TempLinkoping2016.txt ├── Viterbi.py ├── Xgboost 算法.ipynb ├── utils ├── .ipynb_checkpoints │ ├── MLP-checkpoint.ipynb │ └── Simple RNN-checkpoint.ipynb ├── MLP.ipynb ├── Simple RNN.ipynb ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-36.pyc │ ├── activations.cpython-36.pyc │ ├── layers.cpython-36.pyc │ ├── losses.cpython-36.pyc │ ├── metric.cpython-36.pyc │ ├── neural_networks.cpython-36.pyc │ ├── optimizers.cpython-36.pyc │ └── progress.cpython-36.pyc ├── activations.py ├── layers.py ├── losses.py ├── metric.py ├── neural_networks.py ├── optimizers.py └── progress.py ├── 对数几率回归.ipynb ├── 线性判别分析LDA.ipynb └── 线性回归.ipynb /Decision Tree for Classification And Regression.ipynb: 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