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4 changes: 0 additions & 4 deletions README.md
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Expand Up @@ -19,10 +19,6 @@ This library provides Kalman filtering and various related optimal and non-optim

This is code originally developed in conjunction with the book [Kalman and Bayesian Filter in Python](https://github.com/rlabbe/Kalman-and-Bayesian-Filters-in-Python/).

## Design Philosophy

The original author's aim is largely pedagogical - opting for clear code that matches the equations in the relevant texts on a 1-to-1 basis, even when that has a performance cost. There are places where this tradeoff is unclear - for example, writing a small set of equations using linear algebra may be clearer, but NumPy's overhead on small matrices makes it run slower than writing each equation out by hand.

All computations use NumPy and SciPy.

## Documentation
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