Published March 21, 2024
| Version v1
Dataset
Open
Quark and Gluon Nsubs
Authors/Creators
-
1.
Massachusetts Institute of Technology
Description
A dataset consisting of 45 N-subjettiness observables for 100k quark and gluon jets generated with Pythia 8.230. Following 1704.08249, the observables are in the following order:
$$\{\tau_1^{(\beta=0.5)},\tau_1^{(\beta=1.0)},\tau_1^{(\beta=2.0)},
\tau_2^{(\beta=0.5)},\tau_2^{(\beta=1.0)},\tau_2^{(\beta=2.0)},
\ldots,
\tau_{15}^{(\beta=0.5)},\tau_{15}^{(\beta=1.0)},\tau_{15}^{(\beta=2.0)}\}.$$
\tau_2^{(\beta=0.5)},\tau_2^{(\beta=1.0)},\tau_2^{(\beta=2.0)},
\ldots,
\tau_{15}^{(\beta=0.5)},\tau_{15}^{(\beta=1.0)},\tau_{15}^{(\beta=2.0)}\}.$$
The dataset contains two members: 'X' which is a numpy array of the nsubs that has shape (100000,45) and 'y' which is a numpy array of quark/gluon labels (quark=1 and gluon=0).
Files
Files
(34.0 MB)
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md5:ed8a7d120a8b0a94023a07dfeec44db9
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