Issues

• Build user-facing documentation for MLPF

  AIdocumentation
  jpata/particleflow#500 · Filter by author jpata opened on Sep 4, 2026
  2

• Support scenario-global batches with task-, dataset-, and GPU-specific microbatches

  AI
  jpata/particleflow#498 · Filter by author jpata opened on Sep 4, 2026

• Separate descendant-track ownership from status-1 target representation

  AI
  jpata/particleflow#496 · Filter by author jpata opened on Aug 31, 2026

• ColliderML, Collide-2V common datasets

  jpata/particleflow#443 · Filter by author jpata opened on Sep 13, 2025

• try linear attention

  enhancementmedium
  jpata/particleflow#435 · Filter by author jpata opened on Jul 25, 2025

• Improve eval plots by using simulation information in target particle clustering

  jpata/particleflow#370 · Filter by author jpata opened on Nov 7, 2024

• CLIC dataset study: status=1 and status=0 particles in showers

  easy
  jpata/particleflow#369 · Filter by author jpata opened on Nov 7, 2024

• Propagate pileup labels in CMSSW from CHS/PUPPI

  CMS
  jpata/particleflow#368 · Filter by author jpata opened on Nov 6, 2024

• Implement monitoring and final plots for single particles (e.g. electron / muon)

  jpata/particleflow#357 · Filter by author jpata opened on Oct 19, 2024

• Investigate and learn from outliers in CMS

  CMS
  jpata/particleflow#327 · Filter by author jpata opened on May 28, 2024

• Comet times out on long trainings

  bug
  jpata/particleflow#311 · Filter by author jpata opened on Apr 11, 2024

• CMS ECAL cluster shape variables are empty

  bugCMShard
  jpata/particleflow#307 · Filter by author jpata opened on Apr 8, 2024

• investigate state-space models (e.g. Mamba)

  enhancementhard
  jpata/particleflow#281 · Filter by author jpata opened on Dec 5, 2023

• pytorch different multi-GPU runs on the same node don't work

  bug
  jpata/particleflow#258 · Filter by author jpata opened on Oct 27, 2023

• investigate set-conditional set generation

  enhancementhard
  jpata/particleflow#247 · Filter by author jpata opened on Oct 22, 2023

• huggingface model card, run model via huggingface

  medium
  jpata/particleflow#241 · Filter by author jpata opened on Oct 18, 2023
  2

  

• create a short documentation on training the CLIC hit-based model on the 10k event dataset

  documentationeasy
  jpata/particleflow#230 · Filter by author jpata opened on Oct 6, 2023
  

• try HyperGraph

  enhancementmedium
  jpata/particleflow#227 · Filter by author jpata opened on Oct 2, 2023

• try contrastive event-based loss

  enhancementhard
  jpata/particleflow#223 · Filter by author jpata opened on Sep 27, 2023

• try fast feedforward

  enhancementmedium
  jpata/particleflow#214 · Filter by author jpata opened on Sep 20, 2023

• Upload singularity image to cvmfs

  jpata/particleflow#205 · Filter by author jpata opened on Sep 14, 2023
  1

• Add printouts and visualizations for misreconstructed cases

  easyenhancementgood first issue
  jpata/particleflow#96 · Filter by author jpata opened on Nov 19, 2021