Kalman Filter for Beginners

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  • Kalman-and-Bayesian-Filters-in-Python

    Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

  • Thank you, very good resource! Timely too, as I am revising this topic.

    My work is mostly in python. I found this interactive book using Jupyter that explains Kalman filters from first principles.

    https://github.com/rlabbe/Kalman-and-Bayesian-Filters-in-Pyt...

  • Thank you, very good resource! Timely too, as I am revising this topic.

    My work is mostly in python. I found this interactive book using Jupyter that explains Kalman filters from first principles.

    https://github.com/rlabbe/Kalman-and-Bayesian-Filters-in-Pyt...

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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