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pypose/pypose

A PyTorch-based library combining deep learning with physics-based optimization for robot learning on manifolds.

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PyPose is a robotics-oriented library built on PyTorch that integrates deep perceptual models with physics-based optimization techniques. It provides differentiable Lie group operations (SO3, SE3, Sim3) and system modules including Kalman filters (EKF, UKF) and nonlinear systems for pose estimation, SLAM, and robotic control applications.

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