Extensive addtions to UKF chapter.
I think I finally arrived at a good ordering of material. Started with implementing a linear problem just so we can see how it differs from the linear KF, then added problems step by step. Got rid of most of the poor performing filters.
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# test document not for distribution
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short.pdf
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10_Unscented_Kalman_Filter_.ipynb
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tmp.ipynb
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# Byte-compiled / optimized / DLL files
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__pycache__/
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