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pyhf 0.7.1.dev276 documentation
Introduction
Likelihood Specification
Examples
Python API
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Introduction
Likelihood Specification
Examples
Python API
Command Line API
Installation
Developing
FAQ
Fundamentals
Translations
Outreach
Use and Citations
Roadmap (2019-2020)
Release Notes
Contributors
Section Navigation
pyhf.tensorlib
pyhf.optimizer
pyhf.get_backend
pyhf.set_backend
pyhf.readxml
pyhf.readxml.clear_filecache
pyhf.readxml.dedupe_parameters
pyhf.readxml.extract_error
pyhf.readxml.import_root_histogram
pyhf.readxml.parse
pyhf.readxml.process_channel
pyhf.readxml.process_data
pyhf.readxml.process_measurements
pyhf.readxml.process_sample
pyhf.writexml
pyhf.writexml.build_channel
pyhf.writexml.build_data
pyhf.writexml.build_measurement
pyhf.writexml.build_modifier
pyhf.writexml.build_sample
pyhf.writexml.indent
pyhf.compat
pyhf.compat.interpret_rootname
pyhf.compat.paramset_to_rootnames
pyhf.schema
Normal
Poisson
Independent
Simultaneous
Model
_ModelConfig
_MainModel
_ConstraintModel
_ChannelSummaryMixin
Workspace
PatchSet
Patch
pyhf.simplemodels.uncorrelated_background
pyhf.simplemodels.correlated_background
numpy_backend
pytorch_backend
tensorflow_backend
jax_backend
OptimizerMixin
scipy_optimizer
minuit_optimizer
pyhf.modifiers.histosys
histosys_builder
histosys_combined
pyhf.modifiers.histosys.required_parset
pyhf.modifiers.normfactor
normfactor_builder
normfactor_combined
pyhf.modifiers.normfactor.required_parset
pyhf.modifiers.normsys
normsys_builder
normsys_combined
pyhf.modifiers.normsys.required_parset
pyhf.modifiers.shapefactor
shapefactor_builder
shapefactor_combined
pyhf.modifiers.shapefactor.required_parset
pyhf.modifiers.shapesys
shapesys_builder
shapesys_combined
pyhf.modifiers.shapesys.required_parset
pyhf.modifiers.staterror
staterror_builder
staterror_combined
pyhf.modifiers.staterror.required_parset
code0
code1
code2
code4
code4p
pyhf.infer.test_statistics.q0
pyhf.infer.test_statistics.qmu
pyhf.infer.test_statistics.qmu_tilde
pyhf.infer.test_statistics.tmu
pyhf.infer.test_statistics.tmu_tilde
pyhf.infer.utils.get_test_stat
pyhf.infer.calculators.generate_asimov_data
HypoTestFitResults
AsymptoticTestStatDistribution
EmpiricalDistribution
AsymptoticCalculator
ToyCalculator
pyhf.infer.utils.create_calculator
pyhf.infer.mle.twice_nll
pyhf.infer.mle.fit
pyhf.infer.mle.fixed_poi_fit
pyhf.infer.hypotest
pyhf.infer.utils.all_pois_floating
pyhf.infer.intervals.upper_limits.upper_limit
pyhf.infer.intervals.upper_limits.toms748_scan
pyhf.infer.intervals.upper_limits.linear_grid_scan
pyhf.infer.intervals.upperlimit
Schema
pyhf.schema.load_schema
pyhf.schema.validate
pyhf.exceptions.InvalidMeasurement
pyhf.exceptions.InvalidNameReuse
pyhf.exceptions.InvalidSpecification
pyhf.exceptions.InvalidPatchSet
pyhf.exceptions.InvalidPatchLookup
pyhf.exceptions.PatchSetVerificationError
pyhf.exceptions.InvalidWorkspaceOperation
pyhf.exceptions.InvalidModel
pyhf.exceptions.InvalidModifier
pyhf.exceptions.InvalidInterpCode
pyhf.exceptions.ImportBackendError
pyhf.exceptions.InvalidBackend
pyhf.exceptions.InvalidOptimizer
pyhf.exceptions.InvalidPdfParameters
pyhf.exceptions.InvalidPdfData
pyhf.utils.options_from_eqdelimstring
pyhf.utils.digest
pyhf.utils.citation
pyhf.contrib.viz.brazil
BrazilBandCollection
pyhf.contrib.viz.brazil.plot_brazil_band
pyhf.contrib.viz.brazil.plot_cls_components
pyhf.contrib.viz.brazil.plot_results
pyhf.contrib.utils.download
Python API
pyhf.excepti...
pyhf.exceptions.InvalidNameReuse
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