pyhf
tensorlib optimizer get_backend set_backend readxml writexml compat schema
pyhf.probability
Normal Poisson Independent Simultaneous
pyhf
~pdf.Model ~pdf._ModelConfig ~mixins._ChannelSummaryMixin ~workspace.Workspace ~patchset.PatchSet ~patchset.Patch simplemodels.uncorrelated_background simplemodels.correlated_background
The computational backends that pyhf provides interfacing for the vector-based calculations.
pyhf.tensor
numpy_backend.numpy_backend pytorch_backend.pytorch_backend tensorflow_backend.tensorflow_backend jax_backend.jax_backend
pyhf.optimize
mixins.OptimizerMixin opt_scipy.scipy_optimizer opt_minuit.minuit_optimizer
pyhf.modifiers
histosys normfactor normsys shapefactor shapesys staterror
pyhf.interpolators
code0 code1 code2 code4 code4p
pyhf.infer
test_statistics.q0 test_statistics.qmu test_statistics.qmu_tilde test_statistics.tmu test_statistics.tmu_tilde utils.get_test_stat
calculators.generate_asimov_data calculators.HypoTestFitResults calculators.AsymptoticTestStatDistribution calculators.EmpiricalDistribution calculators.AsymptoticCalculator calculators.ToyCalculator utils.create_calculator
mle.twice_nll mle.fit mle.fixed_poi_fit hypotest utils.all_pois_floating
intervals.upper_limits.upper_limit intervals.upper_limits.toms748_scan intervals.upper_limits.linear_grid_scan intervals.upperlimit
pyhf.schema
Schema load_schema validate
Various exceptions, apart from standard python exceptions, that are raised from using the pyhf API.
pyhf.exceptions
InvalidMeasurement InvalidNameReuse InvalidSpecification InvalidPatchSet InvalidPatchLookup PatchSetVerificationError InvalidWorkspaceOperation InvalidModel InvalidModifier InvalidInterpCode ImportBackendError InvalidBackend InvalidOptimizer InvalidPdfParameters InvalidPdfData
pyhf.utils
options_from_eqdelimstring digest citation
pyhf.contrib
viz.brazil utils.download