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ShantanuKodgirwar authored Oct 31, 2024
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Expand Up @@ -28,7 +28,7 @@ pip install geosss

## Minimal Example

We consider a target that is a mixture of von Mises-Fisher distribution on a 2-sphere with concentration parameter $\kappa=80$. By using $10^3$ samples, our samplers geoSSS (reject) and geoSSS (shrink) (top row) explore all modes, whereas RWMH and HMC (bottom row) get stuck in a single mode.
We consider a target that is a mixture of von Mises-Fisher distributions on $\mathbb{S}^2$ with concentration parameter $\kappa=$ 80. By using 1000 samples, our samplers geoSSS (reject) and geoSSS (shrink) explore all modes, whereas RWMH and HMC get stuck in a single mode.

<p align="center">
<img src="https://github.com/microscopic-image-analysis/geosss/blob/a550a03f00288894fae55dafd37f0f607359a7b2/assets/animation_vMF.gif" width="1000">
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