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Complementary to this, if you are looking for a thorough, mathematical introduction to Kalman Filters and family, I will highly recommend this book[1] - Writte
by hazrmard 3y ago
Complementary to this, if you are looking for a thorough, mathematical introduction to Kalman Filters and family, I will highly recommend this book[1]
- Written by a software engineer who had to implement kalman filters for his job. How he motivates and conveys concepts may resonate with this audience.
- Written as interactive Jupyter notebooks. You can clone the repository and run through the lessons.
- Incremental improvements. Starting from a simple filter, incorporating Bayes' rule, and extending to probability distributions. It provides a gentle on-ramp to Kalman filters.
[1]: https://github.com/rlabbe/Kalman-and-Bayesian-Filters-in-Python/ https://github.com/rlabbe/Kalman-and-Bayesian-Filters-in-Pyt...
- ozim 3y agoWas going to ask about applications - but applications are there in GitHub in description. Thanks seems like something I might use one day.