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feat(filters): add ParticleFilter (NT70) - #369
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Bounded sequential importance resampling: two compile-time particle buffers, caller-supplied draw, motion and log-likelihood callables, a log-domain update with max subtraction that rejects an impossible measurement without touching the weights, the effective sample size, systematic resampling from a caller-provided uniform, and weighted-mean and maximum-weight estimates. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_014WUWh44uw7k4JjMd6YkAwN
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Contributor
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| Descriptor | Linter | Files | Fixed | Errors | Max errors | Warnings | Elapsed time |
|---|---|---|---|---|---|---|---|
| ✅ ACTION | actionlint | 7 | 0 | 0 | 0.62s | ||
| ✅ CPP | clang-format | 488 | 9 | 0 | 0 | 4.47s | |
| ✅ CPP | cppcheck | 488 | 0 | 0 | 9.79s | ||
| ✅ DOCKERFILE | hadolint | 1 | 0 | 0 | 0.46s | ||
| ✅ JSON | jsonlint | 8 | 0 | 0 | 0.11s | ||
| ✅ JSON | prettier | 8 | 8 | 0 | 0 | 0.48s | |
| markdownlint | 148 | 2 | 155 | 0 | 3.47s | ||
| ✅ MARKDOWN | markdown-table-formatter | 148 | 11 | 0 | 0 | 0.37s | |
| lychee | 259 | 23 | 0 | 47.46s | |||
| ✅ YAML | prettier | 12 | 3 | 0 | 0 | 0.61s | |
| ✅ YAML | yamllint | 12 | 0 | 0 | 0.58s |
Detailed Issues
⚠️ SPELL / lychee - 23 errors
📝 Summary
---------------------
🔍 Total..........621
🔗 Unique.........457
✅ Successful.....585
⏳ Timeouts.........1
🔀 Redirected.....151
👻 Excluded........11
❓ Unknown..........0
🚫 Errors..........23
⛔ Unsupported.....23
Errors in .github/workflows/static-analysis.yml
[403] https://binaries.sonarsource.com/Distribution/sonar-scanner-cli/sonar-scanner-cli-$ (at 37:21) | Rejected status code: 403 Forbidden
Errors in CHANGELOG.md
[404] https://github.com/embedded-pro/embedded-numerical-toolbox/issues/1 (at 206:31) | Rejected status code: 404 Not Found
[404] https://github.com/embedded-pro/embedded-numerical-toolbox/issues/12 (at 221:8) | Rejected status code: 404 Not Found
[404] https://github.com/embedded-pro/embedded-numerical-toolbox/issues/13 (at 220:7) | Rejected status code: 404 Not Found
[404] https://github.com/embedded-pro/embedded-numerical-toolbox/issues/18 (at 205:62) | Rejected status code: 404 Not Found
[404] https://github.com/embedded-pro/embedded-numerical-toolbox/issues/2 (at 213:34) | Rejected status code: 404 Not Found
[404] https://github.com/embedded-pro/embedded-numerical-toolbox/issues/24 (at 210:19) | Rejected status code: 404 Not Found
[404] https://github.com/embedded-pro/embedded-numerical-toolbox/issues/26 (at 211:30) | Rejected status code: 404 Not Found
[404] https://github.com/embedded-pro/embedded-numerical-toolbox/issues/3 (at 204:35) | Rejected status code: 404 Not Found
[404] https://github.com/embedded-pro/embedded-numerical-toolbox/issues/4 (at 214:34) | Rejected status code: 404 Not Found
[404] https://github.com/embedded-pro/embedded-numerical-toolbox/issues/6 (at 212:53) | Rejected status code: 404 Not Found
[404] https://github.com/embedded-pro/embedded-numerical-toolbox/issues/7 (at 209:32) | Rejected status code: 404 Not Found
[404] https://github.com/embedded-pro/embedded-numerical-toolbox/issues/9 (at 207:15) | Rejected status code: 404 Not Found
Errors in doc/filters/active/AhrsMadgwickMahony.md
[ERROR] file://doc/filters/ComplementaryFilter.md (at 131:3) | File not found. Check if file exists and path is correct
Errors in doc/filters/active/ExtendedKalmanFilter.md
[ERROR] file://doc/dynamics/EulerLagrange.md (at 130:3) | File not found. Check if file exists and path is correct
Errors in doc/filters/active/KalmanFilter.md
[ERROR] file://doc/filters/controllers/Lqr.md (at 114:77) | File not found. Check if file exists and path is correct
[ERROR] file://doc/filters/controllers/Lqr.md (at 133:3) | File not found. Check if file exists and path is correct
[ERROR] file://doc/filters/controllers/Pid.md (at 135:3) | File not found. Check if file exists and path is correct
[ERROR] file://doc/filters/solvers/DiscreteAlgebraicRiccatiEquation.md (at 134:3) | File not found. Check if file exists and path is correct
Errors in doc/performance-optimization/README.md
[403] https://developer.arm.com/documentation/100166/latest/ (at 472:3) | Rejected status code: 403 Forbidden
[403] https://developer.arm.com/documentation/dui0473/latest (at 474:3) | Rejected status code: 403 Forbidden
[TIMEOUT] https://embeddedartistry.com/ (at 475:3) | Request timed out
Errors in README.md
[ERROR] file:///releases/latest (at 39:14) | File not found. Check if file exists and path is correct
[404] https://embedded-pro.github.io/embedded-dsp-control/ (at 38:1) | Rejected status code: 404 Not Found
Hint: Followed 151 redirects. You might want to consider replacing redirecting URLs with the resolved URLs. Use verbose mode (`-v`/`-vv`) to see redirection details.
Hint: You can configure accepted/rejected response codes with `-a` or `--accept`
⚠️ MARKDOWN / markdownlint - 155 errors
first-line-h1 First line in a file should be a top-level heading [Context: "Read `AGENTS.md` and `roadmap/..."]
.claude/agents/executor.md:8 error MD041/first-line-heading/first-line-h1 First line in a file should be a top-level heading [Context: "Canonical rules: `AGENTS.md`. ..."]
.claude/agents/orchestrator.md:8 error MD041/first-line-heading/first-line-h1 First line in a file should be a top-level heading [Context: "Triage requests and route to t..."]
.claude/agents/planner.md:8 error MD041/first-line-heading/first-line-h1 First line in a file should be a top-level heading [Context: "Canonical rules: `AGENTS.md`. ..."]
.claude/agents/reviewer.md:8 error MD041/first-line-heading/first-line-h1 First line in a file should be a top-level heading [Context: "Canonical rules: `AGENTS.md`. ..."]
.claude/agents/unit-tester.md:8 error MD041/first-line-heading/first-line-h1 First line in a file should be a top-level heading [Context: "Read `AGENTS.md`, `.github/ins..."]
.github/agents/algo-implementer.agent.md:11 error MD041/first-line-heading/first-line-h1 First line in a file should be a top-level heading [Context: "You deploy ONE algorithm at a ..."]
.github/agents/executor.agent.md:11 error MD041/first-line-heading/first-line-h1 First line in a file should be a top-level heading [Context: "Canonical rules: `AGENTS.md`. ..."]
.github/agents/orchestrator.agent.md:21 error MD041/first-line-heading/first-line-h1 First line in a file should be a top-level heading [Context: "Triage requests and route to t..."]
.github/agents/planner.agent.md:11 error MD041/first-line-heading/first-line-h1 First line in a file should be a top-level heading [Context: "Canonical rules: `AGENTS.md`. ..."]
.github/agents/reviewer.agent.md:14 error MD041/first-line-heading/first-line-h1 First line in a file should be a top-level heading [Context: "Canonical rules: `AGENTS.md`. ..."]
.github/agents/unit-tester.agent.md:11 error MD041/first-line-heading/first-line-h1 First line in a file should be a top-level heading [Context: "You add or extend the unit tes..."]
.github/instructions/numerical-cpp.instructions.md:71:401 error MD013/line-length Line length [Expected: 400; Actual: 615]
.github/instructions/numerical-cpp.instructions.md:76:401 error MD013/line-length Line length [Expected: 400; Actual: 423]
.github/prompts/orchestrate.prompt.md:8:401 error MD013/line-length Line length [Expected: 400; Actual: 496]
.github/prompts/orchestrate.prompt.md:8 error MD041/first-line-heading/first-line-h1 First line in a file should be a top-level heading [Context: "Analyze the following task for..."]
.github/prompts/unit-test.prompt.md:8 error MD041/first-line-heading/first-line-h1 First line in a file should be a top-level heading [Context: "Author (or extend) the unit te..."]
CHANGELOG.md:26 error MD024/no-duplicate-heading Multiple headings with the same content [Context: "Bug Fixes"]
CHANGELOG.md:38 error MD024/no-duplicate-heading Multiple headings with the same content [Context: "Bug Fixes"]
CHANGELOG.md:52 error MD024/no-duplicate-heading Multiple headings with the same content [Context: "Build System"]
CHANGELOG.md:64 error MD024/no-duplicate-heading Multiple headings with the same content [Context: "Features"]
CHANGELOG.md:133 error MD024/no-duplicate-heading Multiple headings with the same content [Context: "Miscellaneous"]
CHANGELOG.md:151 error MD024/no-duplicate-heading Multiple headings with the same content [Context: "Build System"]
CHANGELOG.md:179 error MD024/no-duplicate-heading Multiple headings with the same content [Context: "⚠ BREAKING CHANGES"]
CHANGELOG.md:183 error MD024/no-duplicate-heading Multiple headings with the same content [Context: "Features"]
CHANGELOG.md:195 error MD024/no-duplicate-heading Multiple headings with the same content [Context: "Bug Fixes"]
CHANGELOG.md:202 error MD024/no-duplicate-heading Multiple headings with the same content [Context: "Features"]
CHANGELOG.md:218 error MD024/no-duplicate-heading Multiple headings with the same content [Context: "Bug Fixes"]
doc/analysis/Decibels.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 637]
doc/analysis/GoertzelAlgorithm.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 492]
doc/analysis/GoertzelAlgorithm.md:93:401 error MD013/line-length Line length [Expected: 400; Actual: 757]
doc/analysis/GoertzelAlgorithm.md:109:401 error MD013/line-length Line length [Expected: 400; Actual: 451]
doc/analysis/HilbertTransform.md:31:34 error MD056/table-column-count Table column count [Expected: 2; Actual: 4; Too many cells, extra data will be missing]
doc/analysis/PowerDensitySpectrum.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 509]
doc/analysis/PowerDensitySpectrum.md:104:20 error MD056/table-column-count Table column count [Expected: 2; Actual: 6; Too many cells, extra data will be missing]
doc/analysis/PowerDensitySpectrum.md:104:17 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/analysis/PowerDensitySpectrum.md:104:20 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/analysis/PowerDensitySpectrum.md:104:32 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/analysis/PowerDensitySpectrum.md:104:38 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/analysis/PowerDensitySpectrum.md:104:45 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/analysis/PowerDensitySpectrum.md:104:135 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/analysis/SignalDetectors.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 481]
doc/control_analysis/FrequencyResponse.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 469]
doc/control_analysis/README.md:11:68 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/control_analysis/README.md:11:147 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/control_analysis/README.md:12:53 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/control_analysis/README.md:12:172 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/control_analysis/README.md:13:68 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/control_analysis/README.md:13:151 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/control_analysis/RootLocus.md:69 error MD040/fenced-code-language Fenced code blocks should have a language specified [Context: "```"]
doc/control_analysis/TransferFunctionStateSpace.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 589]
doc/controllers/Feedforward2Dof.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 627]
doc/controllers/FrictionCompensation.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 420]
doc/controllers/FrictionCompensation.md:29:401 error MD013/line-length Line length [Expected: 400; Actual: 406]
doc/controllers/FrictionCompensation.md:44:401 error MD013/line-length Line length [Expected: 400; Actual: 436]
doc/controllers/GainScheduledController.md:7:401 error MD013/line-length Line length [Expected: 400; Actual: 454]
doc/controllers/LeadLagCompensator.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 639]
doc/controllers/Lqg.md:7:401 error MD013/line-length Line length [Expected: 400; Actual: 428]
doc/controllers/SaturationRateLimiter.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 451]
doc/controllers/SaturationRateLimiter.md:7:401 error MD013/line-length Line length [Expected: 400; Actual: 477]
doc/estimators/ExpectationMaximization.md:104:103 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/estimators/LmsAdaptiveFilter.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 547]
doc/estimators/README.md:11:128 error MD056/table-column-count Table column count [Expected: 2; Actual: 3; Too many cells, extra data will be missing]
doc/estimators/README.md:11:128 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/active/AhrsMadgwickMahony.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 538]
doc/filters/active/AhrsMadgwickMahony.md:7:401 error MD013/line-length Line length [Expected: 400; Actual: 554]
doc/filters/active/AlphaBetaFilter.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 419]
doc/filters/active/AlphaBetaFilter.md:7:401 error MD013/line-length Line length [Expected: 400; Actual: 451]
doc/filters/active/KalmanSmoother.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 421]
doc/filters/active/KalmanSmoother.md:111:28 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/active/KalmanSmoother.md:111:61 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/active/KalmanSmoother.md:111:110 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/active/KalmanSmoother.md:122:19 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/active/KalmanSmoother.md:122:27 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/active/KalmanSmoother.md:122:67 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/active/KalmanSmoother.md:123:19 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/active/KalmanSmoother.md:123:27 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/active/KalmanSmoother.md:123:67 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/active/KalmanSmoother.md:124:19 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/active/KalmanSmoother.md:124:27 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/active/KalmanSmoother.md:124:67 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/active/KalmanSmoother.md:125:19 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/active/KalmanSmoother.md:125:27 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/active/KalmanSmoother.md:125:67 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/active/UnscentedKalmanFilter.md:11:401 error MD013/line-length Line length [Expected: 400; Actual: 468]
doc/filters/active/UnscentedKalmanFilter.md:149:65 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/active/UnscentedKalmanFilter.md:149:153 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/passive/MedianFilter.md:69:25 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/passive/MedianFilter.md:69:43 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/passive/MedianFilter.md:70:51 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/passive/MedianFilter.md:70:96 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/math/AngleUtilities.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 603]
doc/math/AngleUtilities.md:58:401 error MD013/line-length Line length [Expected: 400; Actual: 438]
doc/math/CubicSpline.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 453]
doc/math/CubicSpline.md:38:401 error MD013/line-length Line length [Expected: 400; Actual: 476]
doc/math/GivensRotation.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 429]
doc/math/HouseholderTransform.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 455]
doc/math/MatrixExponential.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 555]
doc/math/MatrixNorms.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 452]
doc/math/MatrixNorms.md:42:67 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/math/MatrixNorms.md:43:67 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/math/MatrixNorms.md:44:67 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/math/MatrixNorms.md:45:67 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/math/MatrixNorms.md:46:67 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/math/SE3Transform.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 538]
doc/math/SE3Transform.md:7:401 error MD013/line-length Line length [Expected: 400; Actual: 546]
doc/math/SE3Transform.md:23:401 error MD013/line-length Line length [Expected: 400; Actual: 494]
doc/math/SE3Transform.md:43:401 error MD013/line-length Line length [Expected: 400; Actual: 464]
doc/math/SE3Transform.md:126:401 error MD013/line-length Line length [Expected: 400; Actual: 414]
doc/math/StepResponseMetrics.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 514]
doc/math/StepResponseMetrics.md:61 error MD040/fenced-code-language Fenced code blocks should have a language specified [Context: "```"]
doc/motion_profiles/SCurveProfile.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 438]
doc/motion_profiles/SCurveProfile.md:53:401 error MD013/line-length Line length [Expected: 400; Actual: 480]
doc/motion_profiles/TrapezoidalProfile.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 474]
doc/nonlinear_control/BacksteppingControl.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 594]
doc/nonlinear_control/FeedbackLinearization.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 533]
doc/nonlinear_control/FeedbackLinearization.md:15:401 error MD013/line-length Line length [Expected: 400; Actual: 491]
doc/nonlinear_control/ModelReferenceAdaptiveControl.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 587]
doc/nonlinear_control/README.md:9:80 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/nonlinear_control/README.md:9:258 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/nonlinear_control/README.md:10:80 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/nonlinear_control/README.md:10:258 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/nonlinear_control/README.md:11:80 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/nonlinear_control/README.md:11:270 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/optimization/LevenbergMarquardt.md:7:401 error MD013/line-length Line length [Expected: 400; Actual: 437]
doc/optimization/LevenbergMarquardt.md:42:401 error MD013/line-length Line length [Expected: 400; Actual: 511]
doc/optimization/LevenbergMarquardt.md:57:401 error MD013/line-length Line length [Expected: 400; Actual: 410]
doc/regularization/Regularization.md:100:32 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/regularization/Regularization.md:100:135 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/robust_control/ActiveDisturbanceRejection.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 699]
doc/robust_control/ActiveDisturbanceRejection.md:85:401 error MD013/line-length Line length [Expected: 400; Actual: 575]
doc/robust_control/ActiveDisturbanceRejection.md:93:401 error MD013/line-length Line length [Expected: 400; Actual: 622]
doc/robust_control/DisturbanceObserver.md:7:401 error MD013/line-length Line length [Expected: 400; Actual: 476]
doc/robust_control/README.md:12:259 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/robust_control/SlidingModeControl.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 644]
doc/solvers/ActiveSetQp.md:7:401 error MD013/line-length Line length [Expected: 400; Actual: 584]
doc/solvers/ActiveSetQp.md:71:401 error MD013/line-length Line length [Expected: 400; Actual: 703]
doc/solvers/ActiveSetQp.md:107:401 error MD013/line-length Line length [Expected: 400; Actual: 421]
doc/solvers/ConditionNumber.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 461]
doc/solvers/ConditionNumber.md:51:401 error MD013/line-length Line length [Expected: 400; Actual: 425]
doc/solvers/DampedPseudoInverse.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 531]
doc/solvers/DampedPseudoInverse.md:89:401 error MD013/line-length Line length [Expected: 400; Actual: 581]
doc/solvers/JacobiEigenSolver.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 443]
doc/solvers/JacobiEigenSolver.md:7:401 error MD013/line-length Line length [Expected: 400; Actual: 609]
doc/solvers/JacobiEigenSolver.md:45:401 error MD013/line-length Line length [Expected: 400; Actual: 427]
doc/solvers/RungeKuttaIntegrators.md:9:401 error MD013/line-length Line length [Expected: 400; Actual: 509]
doc/solvers/SpectralRadius.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 665]
doc/solvers/SymplecticIntegrators.md:7:401 error MD013/line-length Line length [Expected: 400; Actual: 486]
doc/solvers/SymplecticIntegrators.md:35:401 error MD013/line-length Line length [Expected: 400; Actual: 476]
doc/solvers/SymplecticIntegrators.md:63:401 error MD013/line-length Line length [Expected: 400; Actual: 431]
doc/windowing/window.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 415]
README.md:1 error MD041/first-line-heading/first-line-h1 First line in a file should be a top-level heading [Context: "[
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Implements roadmap item 70 from
roadmap/filters/active/ParticleFilter. robotics-toolbox-cpp consumes it as NT70: its E4 MonteCarloLocalization spec carries its particles in this filter.What
numerical/filters/active/ParticleFilter.hppprovidesParticleFilter<T, StateSize, NumParticles>, a bounded SIR (sequential importance resampling) filter with no heap and no internal random generator.Initialize(draw),Predict(propagate)andUpdate(logLikelihood)take their callables as template parameters, so captured state of any size is allowed and the calls inline.falseand leaves the weights unchanged.EffectiveSampleSize(), systematicResample(u)from one caller-provided uniform (with thej < N − 1guard), andResampleIfNeeded(fraction, u).Mean(),MaximumWeight(), mutable and constParticles()(for kidnapped-robot injection), andWeights().Files: header, coverage
.cpp, tests (the 7 spec cases), CMake,doc/filters/active/ParticleFilter.md, and rows indoc/filters/README.mdandREADME.md. The spec directory and item 70'sROADMAP.mdentries are removed. The items paragraph now lists 68, 69 and 71–73 as the remaining, unspecified items.Deviations from the spec
<1, 41>and<1, 4>, plus the member templates for the test callables (function references, with matchingextern templateunderNUMERICAL_TOOLBOX_COVERAGE_BUILD). The test translation unit is not instrumented, so this is what counts the callable paths.1e-5. The shift costs about 6e-5 of absolute precision in the float log-weights, so the weights differ by about 1e-6. The property under test, that nothing underflows, holds either way.predict_moves_every_particle_and_keeps_weightsreads one particle through the mutableParticles()overload.Verification
host-single-Debugand the coverage build:ctest15/15.-Wall -Wextra -Werror -Wshadowwith-DNUMERICAL_TOOLBOX_COVERAGE_BUILD.clang-format --dry-run --Werror.scripts/validate-docs.pyOK, and the new doc lines stay under 400 characters.Generated by Claude Code