Expand source code
LATEX_NAMING_CONVENTION = {
'jets_ActiveArea4vec_m': 'jets_ActiveArea4vec_m',
'jets_ActiveArea4vec_phi': 'jets_ActiveArea4vec_phi',
'jets_ActiveArea4vec_eta': 'jets_ActiveArea4vec_eta',
'jets_ActiveArea4vec_pt': 'jets_ActiveArea4vec_pt',
'jets_DetectorEta': 'jets_DetectorEta',
'jets_FracSamplingMax': 'jets_FracSamplingMax',
'jets_FracSamplingMaxIndex': 'jets_FracSamplingMaxIndex',
'jets_GhostMuonSegmentCount': 'jets_GhostMuonSegmentCount',
'jets_JVFCorr': 'jets_JVFCorr',
'jets_JetConstitScaleMomentum_eta': 'jets_JetConstitScaleMomentum_eta',
'jets_JetConstitScaleMomentum_m': 'jets_JetConstitScaleMomentum_m',
'jets_JetConstitScaleMomentum_phi': 'jets_JetConstitScaleMomentum_phi',
'jets_JetConstitScaleMomentum_pt': 'jets_JetConstitScaleMomentum_pt',
'jets_JvtRpt': 'jets_JvtRpt',
'jets_fJVT': 'jets_fJVT',
'jets_passFJVT': 'jets_passFJVT',
'jets_passJVT': 'jets_passJVT',
'jets_Timing': 'jets_Timing',
'jets_Jvt': 'jets_Jvt',
'jets_EMFrac': 'jets_EMFrac',
'jets_Width': 'jets_Width',
'jets_chf': 'jets_chf',
'jets_eta': 'jets_eta',
'jets_m': 'jets_m',
'jets_phi': 'jets_phi',
'jets_pt': 'jets_pt',
'jets_PFO_n': 'jets_PFO_n',
'jets_ChargedPFOWidthPt1000[0]': 'jets_ChargedPFOWidthPt1000',
'jets_TrackWidthPt1000[0]': 'jets_TrackWidthPt1000',
'jets_NumChargedPFOPt1000[0]': 'jets_NumChargedPFOPt1000',
'jets_NumChargedPFOPt500[0]': 'jets_NumChargedPFOPt500',
'jets_SumPtChargedPFOPt500[0]': 'jets_SumPtChargedPFOPt500',
'jets_PFO_m': 'jets_PFO_m',
'jets_PFO_pt': 'jets_PFO_pt',
'jets_PFO_eta': 'jets_PFO_eta',
'jets_PFO_phi': 'jets_PFO_phi',
'corrected_averageInteractionsPerCrossing[0]': 'corrected_averageInteractionsPerCrossing',
'pt_jet': 'pt_jet',
'eta_jet': 'eta_jet',
'N_PFO': 'N_PFO',
'W_PFO_jet': 'W_PFO_jet',
'C1_PFO_jet': 'C1_PFO_jet',
'log_pT': r'$\log{p_{\mathrm{T}}}$',
'log_PT|PTjet': r'$\log{\frac{p_{\mathrm{T}}}{p_{\mathrm{T}}^{\mathrm{jet}}}}$',
'log_E': r'$\log{E}$',
'log_E|Ejet': r'$\log{\frac{E}{E^{\mathrm{jet}}}}$',
'm': r'$m$',
'deltaEta': r'$\Delta \eta$',
'deltaPhi': r'$\Delta \phi$',
'deltaR': r'$\Delta R$',
'delta': r'$\log{\Delta}$',
'k_t': r'$\log{k_{\mathrm{T}}}$',
'z': r'$z$',
'm2': r'$\log{m^2}$',
'log_norm_p': r'$\log{\norm{p}}$',
}
MODEL_NAMING_SCHEMA = {
'depart_flat_pT': r'DeParT (Flat $p_{\mathrm{T}}$)',
'fc': 'Fully Connected',
'basic_fc': 'Fully Connected',
'depart': 'DeParT',
'part': 'ParT',
'highway': 'Highway',
'idepart_rel': 'iDeParT (Relative)',
'interacting_depart': 'iDeParT',
'idepart': 'iDeParT',
'interacting_depart_no_norm': 'iDeParT (No Norm)',
'interacting_part': 'iParT',
'ipart': 'iParT',
'pfn': 'PFN',
'efn': 'EFN',
'transformer': 'Transformer',
'bdt': 'BDT',
'depart_100M': 'iDeParT (100M jets)',
}
METRIC_NAMING_SCHEMA = {
'eff_tag_efficiency': r'$\varepsilon_{\mathrm{eff}}$',
'effective_tagging_efficiency': r'Effective Tagging Efficiency',
'binary_accuracy': 'Accuracy',
'relative_accuracy': 'Accuracy',
'relative_error': 'Relative Error',
'heatmap': 'Relative Error',
'auc': 'AUC',
'gluon_efficiency': 'Gluon Efficiency',
'quark_efficiency': 'Quark Efficiency',
'gluon_rejection': 'Gluon Rejection',
'quark_rejection': 'Quark Rejection',
'gluon_rejection_at_quark_80wp': r'$\varphi_g @_{0.8} \varepsilon_q$',
'gluon_rejection_at_quark_50wp': r'$\varphi_q @_{0.5} \varepsilon_g$',
'gluon_efficiency_at_quark_80wp': r'$\varepsilon_g @_{0.8} \varepsilon_q$',
'gluon_efficiency_at_quark_50wp': r'$\varepsilon_q @_{0.5} \varepsilon_g$',
'loss': 'Loss',
'roc': 'ROC',
}
MC_NAMING_SCHEMA = {
'pythia': 'Pythia',
'sherpa': 'Sherpa',
'sherpa_lund': 'Sherpa (Lund)',
'herwig': 'Herwig7',
'herwig7': 'Herwig7',
'herwig_dipole': 'Herwig7 (Dipole)',
}