机器人领域中相关开源库资料汇总收集
目录
- 矩阵运算
1.1 稀疏矩阵计算算法
1.1.1 SuiteSparse - 图形库
2.1 可视化及人机交互
2.1.1 Pangolin
正文
1. 矩阵运算
1.1 稀疏矩阵计算算法
1.1.1 SuiteSparse
SuiteSparse是一系列稀疏矩阵运算算法集，主要包含：
•GraphBLAS: graph algorithms in the language of linear algebra
•Mongoose: graph partitioning
•ssget: MATLAB and Java interface to the SuiteSparse Matrix Collection
•UMFPACK: multifrontal LU factorization. Appears as LU and x=A\b in MATLAB.
•CHOLMOD: supernodal Cholesky. Appears as CHOL and x=A\b in MATLAB. Now with CUDA acceleration, in collaboration with NVIDIA.
•SPQR: multifrontal QR. Appears as QR and x=A\b in MATLAB, with CUDA acceleration.
•KLU and BTF: sparse LU factorization, well-suited for circuit simulation.
•Ordering methods (AMD, CAMD, COLAMD, and CCOLAMD). AMD and COLAMD appear in MATLAB.
•CSparse and CXSparse: a concise sparse Cholesky factorization package for my SIAM book.
•spqr_rank: a MATLAB package for reliable sparse rank detection, null set bases, pseudoinverse solutions, and basic solutions.
•Factorize: an object-oriented solver for MATLAB (a reusable backslash).
•SSMULT and SFMULT: sparse matrix multiplication. Appears as the built-in C=A*B operator in MATLAB.
•… and many other packages.
SuiteSparse下载地址：http://faculty.cse.tamu.edu/davis/suitesparse.html
2. 图形库
2.1 可视化及人机交互
2.1.1 Pangolin
”Pangolin”是一个用于管理“OpenGL”显示、交互和抽象视频输入的轻量级便于快速开发的开源库。
github描述：
Pangolinis a lightweight portable rapid development library for managing OpenGL display / interaction and abstracting video input. At its heart is a simple OpenGl viewport manager which can help to modularise 3D visualisation without adding to its complexity, and offers an advanced but intuitive 3D navigation handler. Pangolinalso provides a mechanism for manipulating program variables through config files and ui integration, and has a flexible real-time plotter for visualising graphical data.
The ethos of Pangolinis to reduce the boilerplate code that normally gets written to visualise and interact with (typically image and 3D based) systems, without compromising performance. It also enables write-once code for a number of platforms, currently including Windows, Linux, OSX, Android and IOS.
”Pangolin”开源网址：https://github.com/stevenlovegrove/Pangolin
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