Classification algorithms learn how to assign class labels to examples (observations or data points), although their decisions can appear opaque. A popular diagnostic for understanding the decisions ...

This project was developed for view 3D object detection and tracking results. It supports rendering 3D bounding boxes as car models and rendering boxes on images. from viewer.viewer import Viewer ...

多元自适应回归样条（Multivariate Adaptive Regression Splines, MARS）是Jerome Friedman于1991年提出的一种非参数回归技术。该方法专门用于建模预测变量集合与目标变量之间的复杂非线性关系，无需预先确定具体的函数形式。本文将深入探讨MARS算法的核心原理，并详细阐述 ...

本文通过基础案例带大家熟悉 Matplotlib、Seaborn、Plotly 可视化的基础操作。 在这个“数据爆炸”的时代，我们每天都会接触到大量数据——比如手机里的运动步数、电商平台的购物记录、公司的销售报表。但 raw data（原始数据）本身是枯燥的，就像一堆散落的 ...

The mpl-scatter-density mini-package provides functionality to make it easy to make your own scatter density maps, both for interactive and non-interactive use. Fast. The following animation shows ...

Data analysis is an integral part of modern data-driven decision-making, encompassing a broad array of techniques and tools to process, visualize, and interpret data. Python, a versatile programming ...