├── DeepLearning └── Transformer │ └── MachinTranslation │ └── pytorch │ ├── data │ └── eng-fra.txt │ ├── imgs │ ├── acc.png │ ├── im1.jpg │ ├── im2.jpg │ ├── im3.jpg │ ├── loss.png │ └── pos_encoding.png │ └── t1.ipynb ├── MachineLearning ├── AdaBoost │ ├── data │ │ └── tianchi_power_AI.csv │ ├── lightgbm_demo.ipynb │ └── t1.ipynb ├── CRF条件随机场 │ ├── __init__.py │ ├── data │ │ └── rmrb │ │ │ ├── test.txt │ │ │ ├── train.txt │ │ │ └── val.txt │ └── t1.ipynb ├── DecisionTree决策树 │ └── t1.ipynb ├── GBDT梯度提升树 │ └── t1.ipynb ├── HMM隐马尔可夫模型 │ └── t1.ipynb ├── KNN │ └── t1.ipynb ├── LinearRegression线性回归 │ ├── data │ │ └── linear_regression_data1.txt │ └── t1.ipynb ├── LogisticRegression逻辑斯蒂回归 │ ├── data │ │ ├── data1.txt │ │ └── data2.txt │ └── t1.ipynb ├── NaiveBayes朴素贝叶斯 │ ├── data │ │ └── zzcf │ │ │ ├── test.txt │ │ │ └── train.txt │ └── t1.ipynb ├── Perception感知机 │ └── t1.ipynb ├── RandomForest随机森林 │ ├── data │ │ ├── housing.data.txt │ │ └── wine.data │ └── t1.ipynb ├── SVM支持向量机 │ └── 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