├── 1.1+机器学习概述.pdf ├── 1.2+决策树学习.pdf ├── 2.1+数据回归.pdf ├── 3.2 Bayes学习.pdf ├── 4.1 KNN.pdf ├── 4.2 SVM.pdf ├── 5.1+SparseDictionaryLearning.pdf ├── 6.1+ANN.pdf ├── 7.1 Boosting.pdf ├── 8.1 Kmeans聚类.pdf └── 9.1 数据降维.pdf /1.1+机器学习概述.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qxye/Machine-Learning-Slides/eed9125079ab6c36cb74596d7e14f2ed13954481/1.1+机器学习概述.pdf -------------------------------------------------------------------------------- /1.2+决策树学习.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qxye/Machine-Learning-Slides/eed9125079ab6c36cb74596d7e14f2ed13954481/1.2+决策树学习.pdf -------------------------------------------------------------------------------- /2.1+数据回归.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qxye/Machine-Learning-Slides/eed9125079ab6c36cb74596d7e14f2ed13954481/2.1+数据回归.pdf -------------------------------------------------------------------------------- /3.2 Bayes学习.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qxye/Machine-Learning-Slides/eed9125079ab6c36cb74596d7e14f2ed13954481/3.2 Bayes学习.pdf -------------------------------------------------------------------------------- /4.1 KNN.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qxye/Machine-Learning-Slides/eed9125079ab6c36cb74596d7e14f2ed13954481/4.1 KNN.pdf -------------------------------------------------------------------------------- /4.2 SVM.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qxye/Machine-Learning-Slides/eed9125079ab6c36cb74596d7e14f2ed13954481/4.2 SVM.pdf -------------------------------------------------------------------------------- /5.1+SparseDictionaryLearning.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qxye/Machine-Learning-Slides/eed9125079ab6c36cb74596d7e14f2ed13954481/5.1+SparseDictionaryLearning.pdf -------------------------------------------------------------------------------- /6.1+ANN.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qxye/Machine-Learning-Slides/eed9125079ab6c36cb74596d7e14f2ed13954481/6.1+ANN.pdf -------------------------------------------------------------------------------- /7.1 Boosting.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qxye/Machine-Learning-Slides/eed9125079ab6c36cb74596d7e14f2ed13954481/7.1 Boosting.pdf -------------------------------------------------------------------------------- /8.1 Kmeans聚类.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qxye/Machine-Learning-Slides/eed9125079ab6c36cb74596d7e14f2ed13954481/8.1 Kmeans聚类.pdf -------------------------------------------------------------------------------- /9.1 数据降维.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qxye/Machine-Learning-Slides/eed9125079ab6c36cb74596d7e14f2ed13954481/9.1 数据降维.pdf --------------------------------------------------------------------------------