Projects项目

Open-source tools for scientific visualization, nonlinear representation learning, and anomaly detection.面向科学可视化、非线性表征学习与异常检测的开源工具。

Screenshot from ZoomPlot for MATLAB

MATLAB · Open source开源项目

ZoomPlot for MATLAB

An interactive MATLAB tool for creating publication-ready magnified views of figures and images. It supports multiple zoom regions and flexible visual settings.

一款用于制作出版级局部放大图的 MATLAB 交互式工具,支持多个放大区域与灵活的视觉设置。

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Screenshot from Support Vector Data Description for Python

Python · Open source开源项目

Support Vector Data Description for Python

A scikit-learn-style implementation of support vector data description with multiple kernels, visual decision boundaries, and tools for anomaly detection.

采用 scikit-learn 风格实现的支持向量数据描述工具,提供多种核函数、可视化决策边界与异常检测功能。

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Screenshot from Kernel Principal Component Analysis for MATLAB

MATLAB · Open source开源项目

Kernel Principal Component Analysis for MATLAB

A practical KPCA toolkit for nonlinear dimensionality reduction, reconstruction, visualization, and process fault diagnosis.

面向非线性降维、数据重构、可视化与过程故障诊断的实用 KPCA 工具箱。

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Screenshot from Support Vector Data Description for MATLAB

MATLAB · Open source开源项目

Support Vector Data Description for MATLAB

A modular SVDD toolbox for one-class and binary learning, with kernel choices, weighted variants, optimization utilities, and 2D or 3D visualization.

模块化 SVDD 工具箱,支持单类与二分类学习、多种核函数、加权变体、优化工具及二维或三维可视化。

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