26–30 Aug 2024
Aachen, Germany
Europe/Brussels timezone

evermore: differentiable (binned) likelihoods in JAX

27 Aug 2024, 10:32
20m
Aachen, Germany

Aachen, Germany

Erholungs-Gesellschaft Reihstraße 13, 52062 Aachen

Speaker

Manfred Peter Fackeldey (RWTH Aachen University (DE))

Description

I'd like to present evermore (https://github.com/pfackeldey/evermore) that focusses in efficiently building and evaluating likelihoods typically for HEP. Currently, it focusses on binned template fits.
It supports autodiff, JIT-compilation and vectorization of full fits (even on GPUs).

Author

Manfred Peter Fackeldey (RWTH Aachen University (DE))

Presentation materials