IML Machine Learning Working Group: software and infrastructure

Wednesday 28 Feb 2018, 15:00 → 18:00 Europe/Zurich

222/R-001 (CERN)

Agenda under development. If you like to present, please contact iml.coordinators@cern.ch

1 News

Speakers: Lorenzo Moneta (CERN), Markus Stoye (Imperial College (GB)), Paul Seyfert (CERN), Rudiger Haake (CERN), Steven Schramm (Universite de Geneve (CH))

pseyfert.pdf

2 TensorFlow for amplitude analyses

https://gitlab.cern.ch/poluekt/TensorFlowAnalysis

Speaker: Anton Poluektov (University of Warwick (GB))

tfa.pdf

3 TensorFlow in CMSSW

Speaker: Marcel Rieger (RWTH Aachen University (DE))

2018-02-28_TF_in_CMSSW.pdf

4 Techlab's GPU offering

Speaker: Maxime Reis (CERN)

techlab gpu offering.pdf

5 Uproot: rapidly moving data from ROOT to Numpy and Pandas

https://github.com/scikit-hep/uproot

Speaker: Jim Pivarski (Princeton University)

pivarski-uproot.pdf

IML workshop hackathon advertisements

6 TrackML

Speaker: Dr Jean-Roch Vlimant (California Institute of Technology (US))

vlimant_iMLTrackML_Feb18.pdf

7 negative per-event weights

Speaker: Paul Seyfert (CERN)

pseyfert.pdf