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Title: feat(python): add GUNTAM Python-callable seeding example by EliMe5 · Pull Request #5551 · acts-project/acts · GitHub

Open Graph Title: feat(python): add GUNTAM Python-callable seeding example by EliMe5 · Pull Request #5551 · acts-project/acts

X Title: feat(python): add GUNTAM Python-callable seeding example by EliMe5 · Pull Request #5551 · acts-project/acts

Description: Experiment-independent toolkit for (charged) particle track reconstruction in (high energy) physics experiments implemented in modern C++ - feat(python): add GUNTAM Python-callable seeding example by EliMe5 · Pull Request #5551 · acts-project/acts

Open Graph Description: feat(python): add GUNTAM Python-callable seeding example Add a PythonCallable seeding mode that allows reconstruction seeding to be provided by a Python function. Expose the event-data bindings nee...

X Description: feat(python): add GUNTAM Python-callable seeding example Add a PythonCallable seeding mode that allows reconstruction seeding to be provided by a Python function. Expose the event-data bindings nee...

Opengraph URL: https://github.com/acts-project/acts/pull/5551

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Full contentshttps://acts-herald.app.cern.ch/view/acts-project/acts/7816610780
Particles fatrashttps://acts-herald.app.cern.ch/view/acts-project/acts/runs/28013591606/artifacts/physmon/html/simulation/particles_fatras.html
Particles geant4https://acts-herald.app.cern.ch/view/acts-project/acts/runs/28013591606/artifacts/physmon/html/simulation/particles_geant4.html
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Vertices ttbarhttps://acts-herald.app.cern.ch/view/acts-project/acts/runs/28013591606/artifacts/physmon/html/simulation/vertices_ttbar.html
Truth tracking (KF)https://acts-herald.app.cern.ch/view/acts-project/acts/runs/28013591606/artifacts/physmon/html/trackfitting_kf/performance_trackfitting.html
Truth tracking (GSF)https://acts-herald.app.cern.ch/view/acts-project/acts/runs/28013591606/artifacts/physmon/html/trackfitting_gsf/performance_trackfitting.html
Truth tracking (GX2F)https://acts-herald.app.cern.ch/view/acts-project/acts/runs/28013591606/artifacts/physmon/html/trackfitting_gx2f/performance_trackfitting.html
Truth tracking (KF refit)https://acts-herald.app.cern.ch/view/acts-project/acts/runs/28013591606/artifacts/physmon/html/trackrefitting_kf/performance_trackrefitting.html
Truth tracking (GSF refit)https://acts-herald.app.cern.ch/view/acts-project/acts/runs/28013591606/artifacts/physmon/html/trackrefitting_gsf/performance_trackrefitting.html
CKF finding performance | trackfinding | single muon | truth smeared seedinghttps://acts-herald.app.cern.ch/view/acts-project/acts/runs/28013591606/artifacts/physmon/html/trackfinding_1muon/truth_smeared/performance_finding_ckf.html
CKF fitting performance | trackfinding | single muon | truth smeared seedinghttps://acts-herald.app.cern.ch/view/acts-project/acts/runs/28013591606/artifacts/physmon/html/trackfinding_1muon/truth_smeared/performance_fitting_ckf.html
CKF track summary | trackfinding | single muon | truth smeared seedinghttps://acts-herald.app.cern.ch/view/acts-project/acts/runs/28013591606/artifacts/physmon/html/trackfinding_1muon/truth_smeared/tracksummary_ckf.html
Seeding trackfinding | single muon | truth estimated seedinghttps://acts-herald.app.cern.ch/view/acts-project/acts/runs/28013591606/artifacts/physmon/html/trackfinding_1muon/truth_estimated/performance_seeding.html
CKF finding performance | trackfinding | single muon | truth estimated seedinghttps://acts-herald.app.cern.ch/view/acts-project/acts/runs/28013591606/artifacts/physmon/html/trackfinding_1muon/truth_estimated/performance_finding_ckf.html
CKF fitting performance | trackfinding | single muon | truth estimated seedinghttps://acts-herald.app.cern.ch/view/acts-project/acts/runs/28013591606/artifacts/physmon/html/trackfinding_1muon/truth_estimated/performance_fitting_ckf.html
CKF track summary | trackfinding | single muon | truth estimated seedinghttps://acts-herald.app.cern.ch/view/acts-project/acts/runs/28013591606/artifacts/physmon/html/trackfinding_1muon/truth_estimated/tracksummary_ckf.html
Seeding trackfinding | single muon | default seedinghttps://acts-herald.app.cern.ch/view/acts-project/acts/runs/28013591606/artifacts/physmon/html/trackfinding_1muon/seeded/performance_seeding.html
CKF finding performance | trackfinding | single muon | default seedinghttps://acts-herald.app.cern.ch/view/acts-project/acts/runs/28013591606/artifacts/physmon/html/trackfinding_1muon/seeded/performance_finding_ckf.html
CKF fitting performance | trackfinding | single muon | default seedinghttps://acts-herald.app.cern.ch/view/acts-project/acts/runs/28013591606/artifacts/physmon/html/trackfinding_1muon/seeded/performance_fitting_ckf.html
CKF track summary | trackfinding | single muon | default seedinghttps://acts-herald.app.cern.ch/view/acts-project/acts/runs/28013591606/artifacts/physmon/html/trackfinding_1muon/seeded/tracksummary_ckf.html
Seeding trackfinding | single muon | orthogonal seedinghttps://acts-herald.app.cern.ch/view/acts-project/acts/runs/28013591606/artifacts/physmon/html/trackfinding_1muon/orthogonal/performance_seeding.html
CKF finding performance | trackfinding | single muon | orthogonal seedinghttps://acts-herald.app.cern.ch/view/acts-project/acts/runs/28013591606/artifacts/physmon/html/trackfinding_1muon/orthogonal/performance_finding_ckf.html
CKF fitting performance | trackfinding | single muon | orthogonal seedinghttps://acts-herald.app.cern.ch/view/acts-project/acts/runs/28013591606/artifacts/physmon/html/trackfinding_1muon/orthogonal/performance_fitting_ckf.html
CKF track summary | trackfinding | single muon | orthogonal seedinghttps://acts-herald.app.cern.ch/view/acts-project/acts/runs/28013591606/artifacts/physmon/html/trackfinding_1muon/orthogonal/tracksummary_ckf.html
Seeding trackfinding | 4 muon x 50 vertices | default seedinghttps://acts-herald.app.cern.ch/view/acts-project/acts/runs/28013591606/artifacts/physmon/html/trackfinding_4muon_50vertices/performance_seeding.html
CKF finding performance | trackfinding | 4 muon x 50 vertices | default seedinghttps://acts-herald.app.cern.ch/view/acts-project/acts/runs/28013591606/artifacts/physmon/html/trackfinding_4muon_50vertices/performance_finding_ckf.html
CKF fitting performance | trackfinding | 4 muon x 50 vertices | default seedinghttps://acts-herald.app.cern.ch/view/acts-project/acts/runs/28013591606/artifacts/physmon/html/trackfinding_4muon_50vertices/performance_fitting_ckf.html
CKF track summary | trackfinding | 4 muon x 50 vertices | default seedinghttps://acts-herald.app.cern.ch/view/acts-project/acts/runs/28013591606/artifacts/physmon/html/trackfinding_4muon_50vertices/tracksummary_ckf.html
Ambisolver finding performance | trackfinding | 4 muon x 50 vertices | default seedinghttps://acts-herald.app.cern.ch/view/acts-project/acts/runs/28013591606/artifacts/physmon/html/trackfinding_4muon_50vertices/performance_finding_ckf_ambi.html
IVF notime | trackfinding | 4 muon x 50 vertices | default seedinghttps://acts-herald.app.cern.ch/view/acts-project/acts/runs/28013591606/artifacts/physmon/html/trackfinding_4muon_50vertices/performance_vertexing_ivf_notime.html
AMVF gauss notime | trackfinding | 4 muon x 50 vertices | default seedinghttps://acts-herald.app.cern.ch/view/acts-project/acts/runs/28013591606/artifacts/physmon/html/trackfinding_4muon_50vertices/performance_vertexing_amvf_gauss_notime.html
AMVF grid time | trackfinding | 4 muon x 50 vertices | default seedinghttps://acts-herald.app.cern.ch/view/acts-project/acts/runs/28013591606/artifacts/physmon/html/trackfinding_4muon_50vertices/performance_vertexing_amvf_grid_time.html
Seeding trackfinding | ttbar with 200 pileup | default seedinghttps://acts-herald.app.cern.ch/view/acts-project/acts/runs/28013591606/artifacts/physmon/html/trackfinding_ttbar_pu200/performance_seeding.html
CKF finding performance | trackfinding | ttbar with 200 pileup | default seedinghttps://acts-herald.app.cern.ch/view/acts-project/acts/runs/28013591606/artifacts/physmon/html/trackfinding_ttbar_pu200/performance_finding_ckf.html
CKF fitting performance | trackfinding | ttbar with 200 pileup | default seedinghttps://acts-herald.app.cern.ch/view/acts-project/acts/runs/28013591606/artifacts/physmon/html/trackfinding_ttbar_pu200/performance_fitting_ckf.html
CKF track summary | trackfinding | ttbar with 200 pileup | default seedinghttps://acts-herald.app.cern.ch/view/acts-project/acts/runs/28013591606/artifacts/physmon/html/trackfinding_ttbar_pu200/tracksummary_ckf.html
Ambisolver finding performance | trackfinding | ttbar with 200 pileup | default seedinghttps://acts-herald.app.cern.ch/view/acts-project/acts/runs/28013591606/artifacts/physmon/html/trackfinding_ttbar_pu200/performance_finding_ckf_ambi.html
ML Ambisolver | trackfinding | ttbar with 200 pileup | default seedinghttps://acts-herald.app.cern.ch/view/acts-project/acts/runs/28013591606/artifacts/physmon/html/trackfinding_ttbar_pu200/performance_finding_ckf_ml_solver.html
AMVF gauss notime | trackfinding | ttbar with 200 pileup | default seedinghttps://acts-herald.app.cern.ch/view/acts-project/acts/runs/28013591606/artifacts/physmon/html/trackfinding_ttbar_pu200/performance_vertexing_amvf_gauss_notime.html
AMVF grid time | trackfinding | ttbar with 200 pileup | default seedinghttps://acts-herald.app.cern.ch/view/acts-project/acts/runs/28013591606/artifacts/physmon/html/trackfinding_ttbar_pu200/performance_vertexing_amvf_grid_time.html
Comparison - Truth tracking (GX2F vs KF)https://acts-herald.app.cern.ch/view/acts-project/acts/runs/28013591606/artifacts/physmon/html/trackfitting_gx2f_vs_kf/performance_trackfitting.html
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feat(python): add PythonCallable option to reconstruction seedinghttps://github.com/acts-project/acts/pull/5551/commits/e20d50c96b0b4450fd26858f9fd64240b80f7939
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feat(examples): add ONNX PythonCallable seeding examplehttps://github.com/acts-project/acts/pull/5551/commits/8504f1f471bcc7ff58d7e1431c537e05194a9ec8
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style: apply pre-commit formattinghttps://github.com/acts-project/acts/pull/5551/commits/3cba9922bbfdfa1f1f34e95a42842e9de29db30f
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feat(python): parametrise GUNTAM seeder acceptance and add score filterhttps://github.com/acts-project/acts/pull/5551/commits/ecc719cfde122491b2874a1b1bb7628d1b015475
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feat(python): add --gpu flag to onnx_seeding for CUDA inferencehttps://github.com/acts-project/acts/pull/5551/commits/e7eb6c20016fcdb4cb3373388f460938ddec58d4
e7eb6c2https://github.com/acts-project/acts/pull/5551/commits/e7eb6c20016fcdb4cb3373388f460938ddec58d4
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refactor(python): vectorise seed index remapping with numpy fancy ind…https://github.com/acts-project/acts/pull/5551/commits/a81406b9c11aa733dfbc1eeed75e8386c126f364
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fix(python): use uint32 for orig_idx to match SpacePointIndex2https://github.com/acts-project/acts/pull/5551/commits/4b3ca8b489e65a82aed7625d8434c24e3d437898
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fix(python): add CKF crash guard for degenerate GUNTAM seedshttps://github.com/acts-project/acts/pull/5551/commits/aa2dcacf089ef2c6b99e15c926674aae60944acd
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0 New issueshttps://sonarcloud.io/project/issues?id=acts-project_acts&pullRequest=5551&issueStatuses=OPEN,CONFIRMED&sinceLeakPeriod=true
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0 Accepted issueshttps://sonarcloud.io/project/issues?id=acts-project_acts&pullRequest=5551&issueStatuses=ACCEPTED
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0.0% Coverage on New Codehttps://sonarcloud.io/component_measures?id=acts-project_acts&pullRequest=5551&metric=new_coverage&view=list
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0.0% Duplication on New Codehttps://sonarcloud.io/component_measures?id=acts-project_acts&pullRequest=5551&metric=new_duplicated_lines_density&view=list
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