Sparse nonlinear least squares in JAX
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Updated
May 26, 2025 - Python
Sparse nonlinear least squares in JAX
The junction tree algorithm for (discrete) factor graphs
Clean Factor Graphs in Python
Unified Autonomy Stack via Gaussian Belief Propagation is a distributed inference framework that unifies planning, control, and estimation for multi-robot systems by casting everything as GBP on a factor graph. It produces collision-aware trajectories and control in real time.
This is a project in which exact inference for tree-structured graph and approximate inference for general graph is implemented.
Access NavAbility(TM) Accelerator features from Python.
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