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[documentation] fix a few dead links
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README.md

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The [benchmarks](https://github.com/FrancoisCarouge/Kalman/tree/master/benchmark) share some performance information. Custom specializations and implementations can outperform this library. Custom optimizations may include: using a different covariance estimation update formula; removing symmetry support; using a different matrix inversion formula; removing unused or identity model dynamics supports; implementing a generated, unrolled filter algebra expressions; or running on accelerator hardware.
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![Eigen Update](https://github.com/FrancoisCarouge/Kalman/tree/master/benchmark/image/eigen_update.svg)
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![Float](https://github.com/FrancoisCarouge/Kalman/tree/master/benchmark/image/float.svg)
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![Eigen Update](https://raw.githubusercontent.com/FrancoisCarouge/Kalman/master/benchmark/image/eigen_update.svg)
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![Float](https://raw.githubusercontent.com/FrancoisCarouge/Kalman/master/benchmark/image/float.svg)
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# Resources
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[![Code Repository](https://img.shields.io/badge/Repository-GitHub%20%F0%9F%94%97-brightgreen)](https://github.com/FrancoisCarouge/Kalman)
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[![Ubuntu 22.04 GCC](https://github.com/FrancoisCarouge/Kalman/actions/workflows/test_ubuntu-22-04_gcc.yml/badge.svg)](https://github.com/FrancoisCarouge/Kalman/actions/workflows/test_ubuntu-22-04_gcc.yml)
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[![Multiplatform Build, Test, Install, and Package Pipeline](https://github.com/FrancoisCarouge/Kalman/actions/workflows/pipeline.yml/badge.svg)](https://github.com/FrancoisCarouge/Kalman/actions/workflows/pipeline.yml)
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[![Windows 2019 MSVC](https://github.com/FrancoisCarouge/Kalman/actions/workflows/test_windows-2019_msvc.yml/badge.svg)](https://github.com/FrancoisCarouge/Kalman/actions/workflows/test_windows-2019_msvc.yml)
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[![Ubuntu 22.04 Clang](https://github.com/FrancoisCarouge/Kalman/actions/workflows/test_ubuntu-22-04_clang.yml/badge.svg)](https://github.com/FrancoisCarouge/Kalman/actions/workflows/test_ubuntu-22-04_clang.yml)
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[![Runtime Sanitizers](https://github.com/FrancoisCarouge/Kalman/actions/workflows/sanitizer.yml/badge.svg)](https://github.com/FrancoisCarouge/Kalman/actions/workflows/sanitizer.yml)
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[![ClangFormat](https://github.com/FrancoisCarouge/Kalman/actions/workflows/clang_format.yml/badge.svg)](https://github.com/FrancoisCarouge/Kalman/actions/workflows/clang_format.yml)
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[![CppCheck](https://github.com/FrancoisCarouge/Kalman/actions/workflows/cppcheck.yml/badge.svg)](https://github.com/FrancoisCarouge/Kalman/actions/workflows/cppcheck.yml)
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[![Address Sanitizer](https://github.com/FrancoisCarouge/Kalman/actions/workflows/sanitizer_address.yml/badge.svg)](https://github.com/FrancoisCarouge/Kalman/actions/workflows/sanitizer_address.yml)
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[![Doxygen](https://github.com/FrancoisCarouge/Kalman/actions/workflows/doxygen.yml/badge.svg)](https://github.com/FrancoisCarouge/Kalman/actions/workflows/doxygen.yml)
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[![Leak Sanitizer](https://github.com/FrancoisCarouge/Kalman/actions/workflows/sanitizer_leak.yml/badge.svg)](https://github.com/FrancoisCarouge/Kalman/actions/workflows/sanitizer_leak.yml)
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[![Valgrind](https://github.com/FrancoisCarouge/Kalman/actions/workflows/memory_valgrind.yml/badge.svg)](https://github.com/FrancoisCarouge/Kalman/actions/workflows/memory_valgrind.yml)
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[![Thread Sanitizer](https://github.com/FrancoisCarouge/Kalman/actions/workflows/sanitizer_thread.yml/badge.svg)](https://github.com/FrancoisCarouge/Kalman/actions/workflows/sanitizer_thread.yml)
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[![Undefined Behavior Sanitizer](https://github.com/FrancoisCarouge/Kalman/actions/workflows/sanitizer_undefined_behavior.yml/badge.svg)](https://github.com/FrancoisCarouge/Kalman/actions/workflows/sanitizer_undefined_behavior.yml)
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[![Public Domain](https://img.shields.io/badge/License-Public%20Domain%20%F0%9F%94%97-brightgreen)](https://raw.githubusercontent.com/francoiscarouge/Kalman/master/LICENSE.txt)
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benchmark/README.md

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Run on Microsoft Windows 10 on native x64 with Visual Studio 2022 compiler 19.33 in release mode.
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![Eigen Update](https://github.com/FrancoisCarouge/Kalman/tree/master/benchmark/image/eigen_update.svg)
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![Eigen Predict](https://github.com/FrancoisCarouge/Kalman/tree/master/benchmark/image/eigen_predict.svg)
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![Float](https://github.com/FrancoisCarouge/Kalman/tree/master/benchmark/image/float.svg)
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![Float 1x1x0](https://github.com/FrancoisCarouge/Kalman/tree/master/benchmark/image/float_1x1x0.svg)
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![Float 1x1x1](https://github.com/FrancoisCarouge/Kalman/tree/master/benchmark/image/float_1x1x1.svg)
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![Baseline](https://github.com/FrancoisCarouge/Kalman/tree/master/benchmark/image/baseline.svg)
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![Update Float 1x1x0](https://github.com/FrancoisCarouge/Kalman/tree/master/benchmark/image/update_1x1x0.svg)
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![Update Float 1x1x1](https://github.com/FrancoisCarouge/Kalman/tree/master/benchmark/image/update_1x1x1.svg)
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![Predict Float 1x1x0](https://github.com/FrancoisCarouge/Kalman/tree/master/benchmark/image/predict_1x1x0.svg)
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![Predict Float 1x1x1](https://github.com/FrancoisCarouge/Kalman/tree/master/benchmark/image/predict_1x1x1.svg)
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![Eigen Update](https://raw.githubusercontent.com/FrancoisCarouge/Kalman/master/benchmark/image/eigen_update.svg)
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![Eigen Predict](https://raw.githubusercontent.com/FrancoisCarouge/Kalman/master/benchmark/image/eigen_predict.svg)
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![Float](https://raw.githubusercontent.com/FrancoisCarouge/Kalman/master/benchmark/image/float.svg)
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![Float 1x1x0](https://raw.githubusercontent.com/FrancoisCarouge/Kalman/master/benchmark/image/float_1x1x0.svg)
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![Float 1x1x1](https://raw.githubusercontent.com/FrancoisCarouge/Kalman/master/benchmark/image/float_1x1x1.svg)
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![Baseline](https://raw.githubusercontent.com/FrancoisCarouge/Kalman/master/benchmark/image/baseline.svg)
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![Update Float 1x1x0](https://raw.githubusercontent.com/FrancoisCarouge/Kalman/master/benchmark/image/update_1x1x0.svg)
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![Update Float 1x1x1](https://raw.githubusercontent.com/FrancoisCarouge/Kalman/master/benchmark/image/update_1x1x1.svg)
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![Predict Float 1x1x0](https://raw.githubusercontent.com/FrancoisCarouge/Kalman/master/benchmark/image/predict_1x1x0.svg)
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![Predict Float 1x1x1](https://raw.githubusercontent.com/FrancoisCarouge/Kalman/master/benchmark/image/predict_1x1x1.svg)

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