HGFX: a validated Python/JAX reproduction of the Hierarchical Gaussian Filter toolbox
HGFX is a validated Python/JAX toolbox that ensures numerical and behavioral parity with the reference MATLAB Hierarchical Gaussian Filter implementation while eliminating MATLAB dependencies, confirming GPU applicability, and transparently preserving known limitations.