Quark and Gluon Nsubs

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:

$$\{\tau_1^{(\beta=0.5)},\tau_1^{(\beta=1.0)},\tau_1^{(\beta=2.0)},\tau_2^{(\beta=0.5)},\tau_2^{(\beta=1.0)},\tau_2^{(\beta=2.0)},\ldots,\tau_{15}^{(\beta=0.5)},\tau_{15}^{(\beta=1.0)},\tau_{15}^{(\beta=2.0)}\}.$$

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).