filterpy:Python实现卡尔曼滤波及多种最优与非最优估计算法库

Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.

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项目介绍

Python卡尔曼滤波与最优估计库。实现了卡尔曼滤波器、粒子滤波器、扩展卡尔曼滤波器、无迹卡尔曼滤波器、g-h(α-β)滤波器、最小二乘法、H无穷、平滑器等算法。配套书籍《Python中的卡尔曼与贝叶斯滤波器》。【此简介由AI生成】

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