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Particle filtering

This repository contains a Python simulation of a particle filter, implemented through sequential importance resampling. The simulation code can be found in main.py. The class Particle as well as the state-space and the observation models are implemented in particlefilter.py. Finally, animation.py generates a GIF animation of the filter evolution.