Geospatial interpolation - K-nearest neighborsK-Nearest Neighbors (short as KNN) is a neighbor-based learning method that can be used for interpolation, in this case2024-03-22 Machine Learningsklearn geopandas shapely geopy Geospatial interpolation - Thiessen PolygonsThiessen polygon, also called Voronoi diagram, is a partition of a plane into regions close to each of a given set of ob2024-03-16 Machine Learninggeopandas contextily pyproj shapely Confusion matrix and its metricsData preparationFetch MNIST dataset which contains a set of 70,000 small images of digits handwritten by high school stu2024-02-02 Machine Learningnumpy sklearn matplotlib Feature scaling using Scikit-LearnData PreparationThe widely used dataset: California Housing Prices to note down two ways to apply one of the most import2024-01-29 Machine Learningpandas seaborn sklearn matplotlib keras入门:第一个深度学习项目从Keras自带MNIST数据集中读取数据MNIST dataset, a large database of handwritten digits that is commonly used for training various im2024-01-21 Machine Learningkeras