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mcl

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Monte Carlo Localization using Particle Filters for autonomous robot navigation. Implements Bayesian inference and probabilistic state estimation for mobile robot localization with landmark-based sensing. Demonstrates Bayesian filtering, sensor fusion, and uncertainty quantification for mobile robot pose estimation.

  • Updated Feb 10, 2026
  • Python

A a Python program for Markov Clustering (MCL) that supports not only dense matrices (to be automatically converted to CSR format) but also sparse matrices (can read Matrix Market mtx files). The convergence process can also be reproduced using the logger protocol.

mcl
  • Updated Feb 2, 2026
  • Jupyter Notebook

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