/MachineLearning

Basic ML algorithms

Primary LanguageJupyter Notebook

Machine Learning Basic Algorithms


DBSCAN(Density-Based Spatial Clustering of Applications with Noise)

DBSCAN聚类算法Python实现

details/详情


GMM(Gaussian Mixture Model)

GMM聚类算法Python实现

details/详情

GMM


LVQ(Learning Vector Quantization)

LVQ聚类算法Python实现以及思考

details/详情


MDS(Multidimensional Scaling)

MDS降维公式推导和Python实现

details/详情


KNN(K Nearest Neighbor)