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jaxls

[ Documentation ]

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jaxls is a solver for sparse, constrained, and/or non-Euclidean least squares problems in JAX.

Projects using jaxls

egoallo
GitHub stars
For guiding diffusion model sampling with 2D observations / reprojection errors.
videomimic
GitHub stars
For joint human-scene optimization and motion retargeting.
pyroki
GitHub stars
For solving inverse kinematics, motion planning, etc for robots.
ProtoMotions
GitHub stars
For trajectory-level humanoid motion retargeting (via PyRoki).

The documentation also covers how you can use it for things like cloth simulation:

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Camera calibration:

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Mesh optimization:

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And optimal control:

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