| | --- |
| | license: cc-by-4.0 |
| | task_categories: |
| | - other |
| | tags: |
| |
|
| | - physics |
| |
|
| | - high-energy-physics |
| |
|
| | - particle-physics |
| |
|
| | - tracking |
| |
|
| | - calorimetry |
| |
|
| | - machine-learning |
| |
|
| | - simulation |
| |
|
| | pretty_name: ColliderML Higgs Boson Production from Gluon-Gluon Fusion (No Pileup) |
| | size_categories: |
| | - 10K<n<100K |
| | configs: |
| |
|
| | - config_name: particles |
| | data_files: |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events0-999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events1000-1999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events10000-10999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events11000-11999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events12000-12999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events13000-13999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events14000-14999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events15000-15999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events16000-16999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events17000-17999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events18000-18999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events19000-19999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events2000-2999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events20000-20999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events21000-21999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events22000-22999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events23000-23999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events24000-24999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events25000-25999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events26000-26999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events27000-27999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events28000-28999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events29000-29999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events3000-3999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events30000-30999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events31000-31999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events32000-32999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events33000-33999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events34000-34999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events35000-35999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events36000-36999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events37000-37999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events38000-38999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events39000-39999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events4000-4999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events40000-40999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events41000-41999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events42000-42999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events43000-43999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events44000-44999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events45000-45999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events46000-46999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events47000-47999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events48000-48999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events49000-49999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events5000-5999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events50000-50999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events51000-51999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events52000-52999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events53000-53999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events54000-54999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events55000-55999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events56000-56999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events57000-57999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events58000-58999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events59000-59999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events6000-6999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events60000-60999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events61000-61999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events62000-62999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events63000-63999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events64000-64999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events65000-65999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events66000-66999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events67000-67999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events68000-68999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events69000-69999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events7000-7999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events70000-70999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events71000-71999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events72000-72999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events73000-73999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events74000-74999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events75000-75999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events76000-76999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events77000-77999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events78000-78999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events79000-79999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events8000-8999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events80000-80999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events81000-81999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events82000-82999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events83000-83999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events84000-84999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events85000-85999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events86000-86999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events87000-87999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events88000-88999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events89000-89999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events9000-9999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events90000-90999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events91000-91999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events92000-92999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events93000-93999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events94000-94999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events95000-95999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events96000-96999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events97000-97999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events98000-98999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/particles/hard_scatter.ggf.v1.truth.particles.events99000-99999.parquet" |
| |
|
| |
|
| | - config_name: tracker_hits |
| | data_files: |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events0-999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events1000-1999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events10000-10999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events11000-11999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events12000-12999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events13000-13999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events14000-14999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events15000-15999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events16000-16999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events17000-17999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events18000-18999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events19000-19999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events2000-2999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events20000-20999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events21000-21999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events22000-22999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events23000-23999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events24000-24999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events25000-25999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events26000-26999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events27000-27999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events28000-28999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events29000-29999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events3000-3999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events30000-30999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events31000-31999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events32000-32999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events33000-33999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events34000-34999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events35000-35999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events36000-36999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events37000-37999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events38000-38999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events39000-39999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events4000-4999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events40000-40999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events41000-41999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events42000-42999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events43000-43999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events44000-44999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events45000-45999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events46000-46999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events47000-47999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events48000-48999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events49000-49999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events5000-5999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events50000-50999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events51000-51999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events52000-52999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events53000-53999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events54000-54999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events55000-55999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events56000-56999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events57000-57999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events58000-58999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events59000-59999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events6000-6999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events60000-60999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events61000-61999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events62000-62999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events63000-63999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events64000-64999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events65000-65999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events66000-66999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events67000-67999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events68000-68999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events69000-69999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events7000-7999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events70000-70999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events71000-71999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events72000-72999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events73000-73999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events74000-74999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events75000-75999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events76000-76999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events77000-77999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events78000-78999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events79000-79999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events8000-8999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events80000-80999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events81000-81999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events82000-82999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events83000-83999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events84000-84999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events85000-85999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events86000-86999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events87000-87999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events88000-88999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events89000-89999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events9000-9999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events90000-90999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events91000-91999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events92000-92999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events93000-93999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events94000-94999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events95000-95999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events96000-96999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events97000-97999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events98000-98999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracker_hits/hard_scatter.ggf.v1.reco.tracker_hits.events99000-99999.parquet" |
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|
| |
|
| | - config_name: calo_hits |
| | data_files: |
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|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/calo_hits/hard_scatter.ggf.v1.reco.calo_hits.events0-999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/calo_hits/hard_scatter.ggf.v1.reco.calo_hits.events1000-1999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/calo_hits/hard_scatter.ggf.v1.reco.calo_hits.events10000-10999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/calo_hits/hard_scatter.ggf.v1.reco.calo_hits.events11000-11999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/calo_hits/hard_scatter.ggf.v1.reco.calo_hits.events12000-12999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/calo_hits/hard_scatter.ggf.v1.reco.calo_hits.events13000-13999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/calo_hits/hard_scatter.ggf.v1.reco.calo_hits.events14000-14999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/calo_hits/hard_scatter.ggf.v1.reco.calo_hits.events15000-15999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/calo_hits/hard_scatter.ggf.v1.reco.calo_hits.events16000-16999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/calo_hits/hard_scatter.ggf.v1.reco.calo_hits.events17000-17999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/calo_hits/hard_scatter.ggf.v1.reco.calo_hits.events18000-18999.parquet" |
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|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/calo_hits/hard_scatter.ggf.v1.reco.calo_hits.events19000-19999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/calo_hits/hard_scatter.ggf.v1.reco.calo_hits.events2000-2999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/calo_hits/hard_scatter.ggf.v1.reco.calo_hits.events20000-20999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/calo_hits/hard_scatter.ggf.v1.reco.calo_hits.events21000-21999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/calo_hits/hard_scatter.ggf.v1.reco.calo_hits.events22000-22999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/calo_hits/hard_scatter.ggf.v1.reco.calo_hits.events23000-23999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/calo_hits/hard_scatter.ggf.v1.reco.calo_hits.events24000-24999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/calo_hits/hard_scatter.ggf.v1.reco.calo_hits.events25000-25999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/calo_hits/hard_scatter.ggf.v1.reco.calo_hits.events26000-26999.parquet" |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events36000-36999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events37000-37999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events38000-38999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events39000-39999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events4000-4999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events40000-40999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events41000-41999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events42000-42999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events43000-43999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events44000-44999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events45000-45999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events46000-46999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events47000-47999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events48000-48999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events49000-49999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events5000-5999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events50000-50999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events51000-51999.parquet" |
| |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events52000-52999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events53000-53999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events54000-54999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events55000-55999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events56000-56999.parquet" |
| |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events57000-57999.parquet" |
| |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events58000-58999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events59000-59999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events6000-6999.parquet" |
| |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events60000-60999.parquet" |
| |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events61000-61999.parquet" |
| |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events62000-62999.parquet" |
| |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events63000-63999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events64000-64999.parquet" |
| |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events65000-65999.parquet" |
| |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events66000-66999.parquet" |
| |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events67000-67999.parquet" |
| |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events68000-68999.parquet" |
| |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events69000-69999.parquet" |
| |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events7000-7999.parquet" |
| |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events70000-70999.parquet" |
| |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events71000-71999.parquet" |
| |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events72000-72999.parquet" |
| |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events73000-73999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events74000-74999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events75000-75999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events76000-76999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events77000-77999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events78000-78999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events79000-79999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events8000-8999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events80000-80999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events81000-81999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events82000-82999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events83000-83999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events84000-84999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events85000-85999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events86000-86999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events87000-87999.parquet" |
| |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events88000-88999.parquet" |
| |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events89000-89999.parquet" |
| |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events9000-9999.parquet" |
| |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events90000-90999.parquet" |
| |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events91000-91999.parquet" |
| |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events92000-92999.parquet" |
| |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events93000-93999.parquet" |
| |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events94000-94999.parquet" |
| |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events95000-95999.parquet" |
| |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events96000-96999.parquet" |
| |
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| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events97000-97999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events98000-98999.parquet" |
| |
|
| | - "https://actseos.web.cern.ch/colliderml/v0/ggf_pu0/tracks/hard_scatter.ggf.v1.reco.tracks.events99000-99999.parquet" |
| |
|
| |
|
| | --- |
| | |
| | # ColliderML: ColliderML Higgs Boson Production from Gluon-Gluon Fusion (No Pileup) |
| |
|
| | ## Dataset Description |
| |
|
| | This dataset contains simulated high-energy physics collision events for Higgs boson production from gluon-gluon fusion with no pileup (single interaction per event) generated using the **Open Data Detector (ODD)** geometry within the **Key4hep** and **ACTS (A Common Tracking Software)** frameworks, representing a generic collider detector similar to those at the HL-LHC. |
| |
|
| | ### Dataset Summary |
| |
|
| | - **Campaign**: `hard_scatter` |
| | - **Process**: Higgs boson production from gluon-gluon fusion |
| | - **Version**: `v1` |
| | - **Number of Events**: ~100000 events |
| | - **Pileup**: 0 (no additional interactions) |
| | - **Detector**: Open Data Detector (ODD) |
| | - **Format**: Apache Parquet with list columns for variable-length data |
| | - **License**: cc-by-4.0 |
| |
|
| | ### Supported Tasks |
| |
|
| | This dataset is designed for machine learning tasks in high-energy physics, including: |
| |
|
| | - **Particle tracking**: Reconstruct charged particle trajectories from detector hits |
| | - **Track-to-particle matching**: Associate reconstructed tracks with truth particles |
| | - **Jet tagging**: Identify jets originating from top quarks, b-quarks, or light quarks |
| | - **Energy reconstruction**: Predict particle energies from calorimeter deposits |
| | - **Physics analysis**: Event classification (signal vs. background discrimination) |
| | - **Representation learning**: Study hierarchical information at different detector levels |
| |
|
| | ### Languages |
| |
|
| | N/A (Physics data) |
| |
|
| | ## Quick Start |
| |
|
| | ### Installation |
| |
|
| | ```bash |
| | pip install datasets pyarrow |
| | ``` |
| |
|
| | ### Load First 100 Events (All Objects) |
| |
|
| | ```python |
| | from datasets import load_dataset |
| | |
| | # Load first 100 rows of each configuration |
| | particles = load_dataset("OpenDataDetector/ColliderML_higgs_pu0", "particles", split="train[:100]") |
| | tracker_hits = load_dataset("OpenDataDetector/ColliderML_higgs_pu0", "tracker_hits", split="train[:100]") |
| | calo_hits = load_dataset("OpenDataDetector/ColliderML_higgs_pu0", "calo_hits", split="train[:100]") |
| | tracks = load_dataset("OpenDataDetector/ColliderML_higgs_pu0", "tracks", split="train[:100]") |
| | |
| | print(f"Loaded {len(particles)} particle events") |
| | print(f"Loaded {len(tracker_hits)} tracker hit events") |
| | print(f"Loaded {len(calo_hits)} calo hit events") |
| | print(f"Loaded {len(tracks)} track events") |
| | ``` |
| |
|
| | ### Load Specific Columns from First 100 Events |
| |
|
| | ```python |
| | from datasets import load_dataset |
| | import numpy as np |
| | |
| | # Load only specific columns from particles |
| | particles = load_dataset( |
| | "OpenDataDetector/ColliderML_higgs_pu0", |
| | "particles", |
| | split="train[:100]", |
| | columns=["event_id", "px", "py", "pz", "energy", "pdg_id"] |
| | ) |
| | |
| | # Access data |
| | for event in particles: |
| | event_id = event['event_id'] |
| | |
| | # Convert to numpy arrays |
| | px = np.array(event['px']) |
| | py = np.array(event['py']) |
| | pz = np.array(event['pz']) |
| | |
| | # Calculate transverse momentum |
| | pt = np.sqrt(px**2 + py**2) |
| | |
| | print(f"Event {event_id}: {len(px)} particles, mean pt = {pt.mean():.2f} GeV") |
| | |
| | # Load only specific columns from tracks |
| | tracks = load_dataset( |
| | "OpenDataDetector/ColliderML_higgs_pu0", |
| | "tracks", |
| | split="train[:100]", |
| | columns=["event_id", "qop", "theta", "phi"] |
| | ) |
| | |
| | # Calculate derived quantities |
| | for event in tracks: |
| | qop = np.array(event['qop']) |
| | theta = np.array(event['theta']) |
| | |
| | # Compute transverse momentum from track parameters |
| | pt = np.abs(1.0 / qop) * np.sin(theta) |
| | eta = -np.log(np.tan(theta / 2.0)) |
| | |
| | print(f"Event {event['event_id']}: {len(qop)} tracks, pt range [{pt.min():.2f}, {pt.max():.2f}] GeV") |
| | ``` |
| |
|
| | ## Dataset Structure |
| |
|
| | ### Data Instances |
| |
|
| | Each row in the Parquet files represents a single collision event. Variable-length quantities (e.g., lists of particles, hits, tracks) are stored as Parquet list columns. |
| |
|
| | Example event structure: |
| |
|
| | ```python |
| | { |
| | 'event_id': 42, |
| | 'particle_id': [0, 1, 2, 3, ...], # List of particle IDs |
| | 'pdg_id': [11, -11, 211, ...], # Particle type codes |
| | 'px': [1.2, -0.5, 3.4, ...], # Momentum components (GeV) |
| | 'py': [0.8, 1.1, -0.3, ...], |
| | 'pz': [5.2, -2.1, 10.5, ...], |
| | 'energy': [5.5, 2.3, 11.2, ...], |
| | # ... additional fields |
| | } |
| | ``` |
| |
|
| | ### Data Fields |
| |
|
| | The dataset contains 4 data types organized by detector hierarchy: |
| |
|
| |
|
| | #### 1. `particles` (Truth-level) |
| |
|
| | Truth information about generated particles before detector simulation. |
| |
|
| | | Field | Type | Description | |
| | |-------|------|-------------| |
| | | `event_id` | int64 | Unique event identifier | |
| | | `particle_id` | list<int64> | Unique particle ID within event | |
| | | `pdg_id` | list<int64> | PDG particle code (e.g., 11=electron, 13=muon, 211=pion) | |
| | | `mass` | list<float64> | Particle rest mass (GeV/c²) | |
| | | `energy` | list<float64> | Particle total energy (GeV) | |
| | | `charge` | list<float64> | Electric charge (in units of e) | |
| | | `px`, `py`, `pz` | list<float64> | Momentum components (GeV/c) | |
| | | `vx`, `vy`, `vz` | list<float64> | Vertex position (mm) | |
| | | `time` | list<float64> | Production time (ns) | |
| | | `num_tracker_hits` | list<int64> | Number of hits in tracker | |
| | | `num_calo_hits` | list<int64> | Number of hits in calorimeter | |
| | | `vertex_primary` | list<int64> | Primary vertex flag (1 = hard scatter, 2,...,N = pileup) | |
| | | `parent_id` | list<float64> | ID of parent particle | |
| |
|
| | **Typical event**: ~200-500 particles per event |
| |
|
| |
|
| |
|
| | #### 2. `tracker_hits` (Detector-level) |
| | |
| | Digitized spatial measurements from the tracking detector (silicon sensors). |
| | |
| | | Field | Type | Description | |
| | |-------|------|-------------| |
| | | `event_id` | int64 | Unique event identifier | |
| | | `x`, `y`, `z` | list<float64> | Measured hit position (mm) | |
| | | `true_x`, `true_y`, `true_z` | list<float64> | True (simulated) hit position before digitization (mm) | |
| | | `time` | list<float64> | Hit time (ns) | |
| | | `particle_id` | list<int64> | Truth particle that created this hit | |
| | | `volume_id` | list<int64> | Detector volume identifier | |
| | | `layer_id` | list<int64> | Detector layer number | |
| | | `surface_id` | list<int64> | Sensor surface identifier | |
| | | `cell_id` | list<int64> | Cell/pixel identifier | |
| | | `detector` | list<int64> | Detector subsystem code | |
| |
|
| | **Typical event**: ~2,000-5,000 hits per event |
| |
|
| |
|
| |
|
| | #### 3. `calo_hits` (Calorimeter-level) |
| | |
| | Energy deposits in the calorimeter system (electromagnetic + hadronic). |
| | |
| | | Field | Type | Description | |
| | |-------|------|-------------| |
| | | `event_id` | int64 | Unique event identifier | |
| | | `detector` | list<string> | Calorimeter subsystem name | |
| | | `cell_id` | list<string> | Calorimeter cell identifier | |
| | | `total_energy` | list<float64> | Total energy deposited in cell (GeV) | |
| | | `x`, `y`, `z` | list<float64> | Cell center position (mm) | |
| | | `contrib_particle_ids` | list<list<int64>> | IDs of particles contributing to this cell | |
| | | `contrib_energies` | list<list<float64>> | Energy contribution from each particle (GeV) | |
| | | `contrib_times` | list<list<float64>> | Time of each contribution (ns) | |
| |
|
| | **Note**: Nested lists for contributions (one cell can have multiple particle deposits). |
| |
|
| | **Typical event**: ~500-1,000 calorimeter cells with deposits |
| |
|
| |
|
| |
|
| | #### 4. `tracks` (Reconstruction-level) |
| |
|
| | Reconstructed particle tracks from pattern recognition and track fitting algorithms. |
| |
|
| | | Field | Type | Description | |
| | |-------|------|-------------| |
| | | `event_id` | int64 | Unique event identifier | |
| | | `track_id` | list<int64> | Unique track identifier within event | |
| | | `majority_particle_id` | list<int64> | Truth particle with most hits on this track | |
| | | `d0` | list<float64> | Transverse impact parameter (mm) | |
| | | `z0` | list<float64> | Longitudinal impact parameter (mm) | |
| | | `phi` | list<float64> | Azimuthal angle (radians) | |
| | | `theta` | list<float64> | Polar angle (radians) | |
| | | `qop` | list<float64> | Charge divided by momentum (e/GeV) | |
| | | `hit_ids` | list<list<int32>> | List of tracker hit IDs assigned to this track | |
| |
|
| | **Track parameters**: Standard ACTS track representation (perigee parameters at origin). |
| |
|
| | **Derived quantities**: |
| | - Transverse momentum: `pt = abs(1/qop) * sin(theta)` |
| | - Pseudorapidity: `eta = -ln(tan(theta/2))` |
| | - Total momentum: `p = abs(1/qop)` |
| |
|
| | **Typical event**: ~50-150 reconstructed tracks per event |
| |
|
| |
|
| | ### Data Splits |
| |
|
| | Currently, the dataset does not have predefined train/validation/test splits. Users should implement their own splitting strategy based on their use case. Recommended approach: |
| |
|
| | ```python |
| | from sklearn.model_selection import train_test_split |
| | |
| | # Example: 70% train, 15% validation, 15% test |
| | all_events = list(range(100000)) |
| | train_val, test = train_test_split(all_events, test_size=0.15, random_state=42) |
| | train, val = train_test_split(train_val, test_size=0.176, random_state=42) # 0.176 * 0.85 ≈ 0.15 |
| | ``` |
| |
|
| | ### Support |
| |
|
| | For questions, issues, or feature requests: |
| | - Email: daniel.thomas.murnane@cern.ch |
| | - You can also open a discussion in the HuggingFace community panel for this dataset. |
| |
|
| | ### Acknowledgments |
| |
|
| | This work was supported by: |
| | - NERSC computing resources |
| | - U.S. Department of Energy, Office of Science |
| | - Danish Data Science Academy (DDSA) |
| |
|
| | --- |
| |
|
| | **Last updated**: October 2025 |
| | **Dataset version**: v1 |
