ktongue/docker_container / Kalman-and-Bayesian-Filters-in-Python
20.9 GB
673,093 files
Updated 10 days ago
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.git
.vscode
Supporting_Notebooks
__pycache__
animations
experiments
figs
kf_book
pdf
.gitattributes342 Bytes
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.gitignore220 Bytes
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00-Preface.ipynb124 kB
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01-g-h-filter.ipynb2.04 MB
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02-Discrete-Bayes-Comprehension-Tests.ipynb9.28 kB
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02-Discrete-Bayes.ipynb460 kB
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03-Gaussians.ipynb669 kB
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04-One-Dimensional-Kalman-Filters.ipynb2.19 MB
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05-Multivariate-Gaussians.ipynb1.46 MB
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06-Multivariate-Kalman-Filters.ipynb2.1 MB
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07-Kalman-Filter-Math.ipynb203 kB
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08-Designing-Kalman-Filters.ipynb2.82 MB
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09-Nonlinear-Filtering.ipynb797 kB
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10-Unscented-Kalman-Filter.ipynb1.97 MB
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11-Extended-Kalman-Filters.ipynb631 kB
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12-Particle-Filters.ipynb1.76 MB
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13-Smoothing.ipynb389 kB
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14-Adaptive-Filtering.ipynb1.53 MB
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Appendix-A-Installation.ipynb19.5 kB
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Appendix-B-Symbols-and-Notations.ipynb4.37 kB
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Appendix-D-HInfinity-Filters.ipynb17.9 kB
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Appendix-E-Ensemble-Kalman-Filters.ipynb193 kB
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Appendix-G-Designing-Nonlinear-Kalman-Filters.ipynb226 kB
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Appendix-H-Least-Squares-Filters.ipynb5.44 kB
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Appendix-I-Analytic-Evaluation-of-Performance.ipynb9.36 kB
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README.md19.8 kB
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__init__.py0 Bytes
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book_format.py5.22 kB
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contributing.md3.51 kB
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environment.yml110 Bytes
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license.html911 Bytes
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requirements.txt55 Bytes
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table_of_contents.ipynb17.9 kB
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Total size
20.9 GB
Files
673,093
Last updated
Mar 19
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