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.idea	.idea
.ipynb_checkpoints	.ipynb_checkpoints
MachineLearningHomeworkInXiDianUniversity/Homework1	MachineLearningHomeworkInXiDianUniversity/Homework1
__pycache__	__pycache__
CART Decision Tree and Parametres.ipynb	CART Decision Tree and Parametres.ipynb
Confusion Matrix in Multi-Classification.ipynb	Confusion Matrix in Multi-Classification.ipynb
Cross Validation的意义.ipynb	Cross Validation的意义.ipynb
Data projection (数据降维实例）.ipynb	Data projection (数据降维实例）.ipynb
Decision Tree Regressor.ipynb	Decision Tree Regressor.ipynb
Eigenfaces(特征脸）.ipynb	Eigenfaces(特征脸）.ipynb
Ensemble Learning 初步.ipynb	Ensemble Learning 初步.ipynb
Ensemble with Bagging (放回取样子模型).ipynb	Ensemble with Bagging (放回取样子模型).ipynb
Gass Kernel理解.ipynb	Gass Kernel理解.ipynb
Gradient Debug.ipynb	Gradient Debug.ipynb
Gradient Descent对比Normal Equation.ipynb	Gradient Descent对比Normal Equation.ipynb
Grident Descent 初步学习.ipynb	Grident Descent 初步学习.ipynb
KNN_learn.ipynb	KNN_learn.ipynb
KNN的其他细节.ipynb	KNN的其他细节.ipynb
LASSO Regression .ipynb	LASSO Regression .ipynb
Learning curve.ipynb	Learning curve.ipynb
LinearRegession-波士顿房价-MSE VS MAE and R Square.ipynb	LinearRegession-波士顿房价-MSE VS MAE and R Square.ipynb
LinearRegression-多元线性回归-波士顿房价-KNN回归.ipynb	LinearRegression-多元线性回归-波士顿房价-KNN回归.ipynb
LinearRegression.py	LinearRegression.py
Logistic Regress 初步.ipynb	Logistic Regress 初步.ipynb
Logistic Regression 多分类.ipynb	Logistic Regression 多分类.ipynb
Logistic Regression 实例及决策边界.ipynb	Logistic Regression 实例及决策边界.ipynb
LogisticRegression.py	LogisticRegression.py
Machine Learning.xmind	Machine Learning.xmind
Mnist 实例.ipynb	Mnist 实例.ipynb
Model Regularization and Ridge Regression.ipynb	Model Regularization and Ridge Regression.ipynb
Overfitting and Underfitting.ipynb	Overfitting and Underfitting.ipynb
PCA for data to reduce noise.ipynb	PCA for data to reduce noise.ipynb
PCA in Scikit learn.ipynb	PCA in Scikit learn.ipynb
PCA.py	PCA.py
Polynomial Logistic Regression in scikit learn.ipynb	Polynomial Logistic Regression in scikit learn.ipynb
Polynomial Logistic Regression.ipynb	Polynomial Logistic Regression.ipynb
Polynomial Regression with Pipeline.ipynb	Polynomial Regression with Pipeline.ipynb
Polynomial regression 初步.ipynb	Polynomial regression 初步.ipynb
Precision ,Recall Score ,AOC.ipynb	Precision ,Recall Score ,AOC.ipynb
Precision And Recall Score.ipynb	Precision And Recall Score.ipynb
Principal Component Analysis - 初步.ipynb	Principal Component Analysis - 初步.ipynb
README.md	README.md
SVM Gaussian Kernel.ipynb	SVM Gaussian Kernel.ipynb
SVM solve Regression Problem.ipynb	SVM solve Regression Problem.ipynb
SVM with simple linear classifier.ipynb	SVM with simple linear classifier.ipynb
SVM 非线性决策边界引入多项式特征.ipynb	SVM 非线性决策边界引入多项式特征.ipynb
SimpleLinearRegession.py	SimpleLinearRegession.py
SimpleLinearRegression学习.ipynb	SimpleLinearRegression学习.ipynb
Stochastic Gradient Descent Algorithm.ipynb	Stochastic Gradient Descent Algorithm.ipynb
Stochastic GridDescent 应用波士顿房价.ipynb	Stochastic GridDescent 应用波士顿房价.ipynb
Untitled.ipynb	Untitled.ipynb
knn_digits_regon.ipynb	knn_digits_regon.ipynb
metrics.py	metrics.py
model_selection.py	model_selection.py
my_knn_classifier.py	my_knn_classifier.py
my_preprocessing.py	my_preprocessing.py
my_train_test_split.py	my_train_test_split.py
stuNumpy.ipynb	stuNumpy.ipynb
决策树初步.ipynb	决策树初步.ipynb
数据归一化（Feature scaling and mean normalization）.ipynb	数据归一化（Feature scaling and mean normalization）.ipynb
网格搜索找寻最好的超参数 Grid Search.ipynb	网格搜索找寻最好的超参数 Grid Search.ipynb
评估一个算法 select_model_accuracy.ipynb	评估一个算法 select_model_accuracy.ipynb

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Last commit message

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35 Commits

.idea

.ipynb_checkpoints

MachineLearningHomeworkInXiDianUniversity/Homework1

__pycache__

CART Decision Tree and Parametres.ipynb

Confusion Matrix in Multi-Classification.ipynb

Cross Validation的意义.ipynb

Data projection (数据降维实例）.ipynb