pyhf
v0.3.3
Introduction
Likelihood Specification
Fundamentals
Examples
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Installation
Developing
FAQ
Translations
Command Line API
Python API
Use and Citations
Roadmap (2019-2020)
pyhf
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Symbols
--backend <backend>
pyhf-cls command line option
--basedir <basedir>
pyhf-xml2json command line option
--channel <channel>
pyhf-prune command line option
pyhf-rename command line option
--dataroot <dataroot>
pyhf-json2xml command line option
--hide-progress
pyhf-xml2json command line option
--measurement <measurement>
pyhf-cls command line option
pyhf-inspect command line option
pyhf-prune command line option
pyhf-rename command line option
--modifier <modifier>
pyhf-prune command line option
pyhf-rename command line option
--modifier-type <modifier_type>
pyhf-prune command line option
--optconf <optconf>
pyhf-cls command line option
--optimizer <optimizer>
pyhf-cls command line option
--output-dir <output_dir>
pyhf-json2xml command line option
--output-file <output_file>
pyhf-cls command line option
pyhf-combine command line option
pyhf-inspect command line option
pyhf-prune command line option
pyhf-rename command line option
pyhf-xml2json command line option
--patch <patch>
pyhf-cls command line option
pyhf-json2xml command line option
--resultprefix <resultprefix>
pyhf-json2xml command line option
--sample <sample>
pyhf-prune command line option
pyhf-rename command line option
--specroot <specroot>
pyhf-json2xml command line option
--testpoi <testpoi>
pyhf-cls command line option
--teststat <teststat>
pyhf-cls command line option
--track-progress
pyhf-xml2json command line option
--version
pyhf command line option
-c
pyhf-prune command line option
pyhf-rename command line option
-m
pyhf-prune command line option
pyhf-rename command line option
-p
pyhf-cls command line option
pyhf-json2xml command line option
-s
pyhf-prune command line option
pyhf-rename command line option
-t
pyhf-prune command line option
_
__init__() (pyhf.interpolators.code0 method)
(pyhf.interpolators.code1 method)
(pyhf.interpolators.code2 method)
(pyhf.interpolators.code4 method)
(pyhf.interpolators.code4p method)
(pyhf.optimize.opt_minuit.minuit_optimizer method)
(pyhf.optimize.opt_scipy.scipy_optimizer method)
(pyhf.pdf._ModelConfig method)
(pyhf.pdf.Model method)
(pyhf.probability.Independent method)
(pyhf.probability.Normal method)
(pyhf.probability.Poisson method)
(pyhf.probability.Simultaneous method)
(pyhf.tensor.numpy_backend.numpy_backend method)
(pyhf.tensor.pytorch_backend.pytorch_backend method)
(pyhf.tensor.tensorflow_backend.tensorflow_backend method)
(pyhf.workspace.Workspace method)
_ModelConfig (class in pyhf.pdf)
A
abs() (pyhf.tensor.numpy_backend.numpy_backend method)
(pyhf.tensor.pytorch_backend.pytorch_backend method)
(pyhf.tensor.tensorflow_backend.tensorflow_backend method)
astensor() (pyhf.tensor.numpy_backend.numpy_backend method)
(pyhf.tensor.pytorch_backend.pytorch_backend method)
(pyhf.tensor.tensorflow_backend.tensorflow_backend method)
B
boolean_mask() (pyhf.tensor.numpy_backend.numpy_backend method)
(pyhf.tensor.pytorch_backend.pytorch_backend method)
(pyhf.tensor.tensorflow_backend.tensorflow_backend method)
C
clip() (pyhf.tensor.numpy_backend.numpy_backend method)
(pyhf.tensor.pytorch_backend.pytorch_backend method)
(pyhf.tensor.tensorflow_backend.tensorflow_backend method)
code0 (class in pyhf.interpolators)
code1 (class in pyhf.interpolators)
code2 (class in pyhf.interpolators)
code4 (class in pyhf.interpolators)
code4p (class in pyhf.interpolators)
combine() (pyhf.workspace.Workspace class method)
concatenate() (pyhf.tensor.numpy_backend.numpy_backend method)
(pyhf.tensor.pytorch_backend.pytorch_backend method)
(pyhf.tensor.tensorflow_backend.tensorflow_backend method)
conditional() (pyhf.tensor.numpy_backend.numpy_backend method)
(pyhf.tensor.pytorch_backend.pytorch_backend method)
(pyhf.tensor.tensorflow_backend.tensorflow_backend method)
constraint_logpdf() (pyhf.pdf.Model method)
D
data() (pyhf.workspace.Workspace method)
default_backend (in module pyhf)
default_optimizer (in module pyhf)
divide() (pyhf.tensor.numpy_backend.numpy_backend method)
(pyhf.tensor.pytorch_backend.pytorch_backend method)
(pyhf.tensor.tensorflow_backend.tensorflow_backend method)
E
einsum() (pyhf.tensor.numpy_backend.numpy_backend method)
(pyhf.tensor.pytorch_backend.pytorch_backend method)
(pyhf.tensor.tensorflow_backend.tensorflow_backend method)
ENTRYPOINT_XML
pyhf-xml2json command line option
exp() (pyhf.tensor.numpy_backend.numpy_backend method)
(pyhf.tensor.pytorch_backend.pytorch_backend method)
(pyhf.tensor.tensorflow_backend.tensorflow_backend method)
expected_actualdata() (pyhf.pdf.Model method)
expected_auxdata() (pyhf.pdf.Model method)
expected_data() (pyhf.pdf.Model method)
(pyhf.probability.Normal method)
(pyhf.probability.Poisson method)
(pyhf.probability.Simultaneous method)
F
fit() (in module pyhf.infer.mle)
fixed_poi_fit() (in module pyhf.infer.mle)
G
gather() (pyhf.tensor.numpy_backend.numpy_backend method)
(pyhf.tensor.pytorch_backend.pytorch_backend method)
(pyhf.tensor.tensorflow_backend.tensorflow_backend method)
generate_asimov_data() (in module pyhf.infer.utils)
get_backend() (in module pyhf)
get_measurement() (pyhf.workspace.Workspace method)
H
histosys (class in pyhf.modifiers)
hypotest() (in module pyhf.infer)
I
ImportBackendError (class in pyhf.exceptions)
Independent (class in pyhf.probability)
InvalidInterpCode (class in pyhf.exceptions)
InvalidMeasurement (class in pyhf.exceptions)
InvalidModel (class in pyhf.exceptions)
InvalidModifier (class in pyhf.exceptions)
InvalidNameReuse (class in pyhf.exceptions)
InvalidOptimizer (class in pyhf.exceptions)
InvalidPdfData (class in pyhf.exceptions)
InvalidPdfParameters (class in pyhf.exceptions)
InvalidSpecification (class in pyhf.exceptions)
InvalidWorkspaceOperation (class in pyhf.exceptions)
is_constrained (pyhf.modifiers.histosys attribute)
(pyhf.modifiers.normfactor attribute)
(pyhf.modifiers.normsys attribute)
(pyhf.modifiers.shapefactor attribute)
(pyhf.modifiers.shapesys attribute)
(pyhf.modifiers.staterror attribute)
isfinite() (pyhf.tensor.numpy_backend.numpy_backend method)
(pyhf.tensor.pytorch_backend.pytorch_backend method)
(pyhf.tensor.tensorflow_backend.tensorflow_backend method)
L
load_schema() (in module pyhf.utils)
log() (pyhf.tensor.numpy_backend.numpy_backend method)
(pyhf.tensor.pytorch_backend.pytorch_backend method)
(pyhf.tensor.tensorflow_backend.tensorflow_backend method)
log_prob() (pyhf.probability.Independent method)
(pyhf.probability.Simultaneous method)
logpdf() (pyhf.pdf.Model method)
M
mainlogpdf() (pyhf.pdf.Model method)
make_pdf() (pyhf.pdf.Model method)
minimize() (pyhf.optimize.opt_minuit.minuit_optimizer method)
(pyhf.optimize.opt_scipy.scipy_optimizer method)
minuit_optimizer (class in pyhf.optimize.opt_minuit)
Model (class in pyhf.pdf)
model() (pyhf.workspace.Workspace method)
N
nominal_rates (pyhf.pdf.Model attribute)
Normal (class in pyhf.probability)
normal() (pyhf.tensor.numpy_backend.numpy_backend method)
(pyhf.tensor.pytorch_backend.pytorch_backend method)
(pyhf.tensor.tensorflow_backend.tensorflow_backend method)
normal_cdf() (pyhf.tensor.numpy_backend.numpy_backend method)
(pyhf.tensor.pytorch_backend.pytorch_backend method)
(pyhf.tensor.tensorflow_backend.tensorflow_backend method)
normal_dist() (pyhf.tensor.numpy_backend.numpy_backend method)
(pyhf.tensor.pytorch_backend.pytorch_backend method)
(pyhf.tensor.tensorflow_backend.tensorflow_backend method)
normal_logpdf() (pyhf.tensor.numpy_backend.numpy_backend method)
(pyhf.tensor.pytorch_backend.pytorch_backend method)
(pyhf.tensor.tensorflow_backend.tensorflow_backend method)
normfactor (class in pyhf.modifiers)
normsys (class in pyhf.modifiers)
numpy_backend (class in pyhf.tensor.numpy_backend)
O
ones() (pyhf.tensor.numpy_backend.numpy_backend method)
(pyhf.tensor.pytorch_backend.pytorch_backend method)
(pyhf.tensor.tensorflow_backend.tensorflow_backend method)
op_code (pyhf.modifiers.histosys attribute)
(pyhf.modifiers.normfactor attribute)
(pyhf.modifiers.normsys attribute)
(pyhf.modifiers.shapefactor attribute)
(pyhf.modifiers.shapesys attribute)
(pyhf.modifiers.staterror attribute)
optimizer (in module pyhf)
options_from_eqdelimstring() (in module pyhf.utils)
outer() (pyhf.tensor.numpy_backend.numpy_backend method)
(pyhf.tensor.pytorch_backend.pytorch_backend method)
(pyhf.tensor.tensorflow_backend.tensorflow_backend method)
P
par_slice() (pyhf.pdf._ModelConfig method)
param_set() (pyhf.pdf._ModelConfig method)
pdf() (pyhf.pdf.Model method)
pdf_type (pyhf.modifiers.histosys attribute)
(pyhf.modifiers.normfactor attribute)
(pyhf.modifiers.normsys attribute)
(pyhf.modifiers.shapefactor attribute)
(pyhf.modifiers.shapesys attribute)
(pyhf.modifiers.staterror attribute)
Poisson (class in pyhf.probability)
poisson() (pyhf.tensor.numpy_backend.numpy_backend method)
(pyhf.tensor.pytorch_backend.pytorch_backend method)
(pyhf.tensor.tensorflow_backend.tensorflow_backend method)
poisson_dist() (pyhf.tensor.numpy_backend.numpy_backend method)
(pyhf.tensor.pytorch_backend.pytorch_backend method)
(pyhf.tensor.tensorflow_backend.tensorflow_backend method)
poisson_logpdf() (pyhf.tensor.numpy_backend.numpy_backend method)
(pyhf.tensor.pytorch_backend.pytorch_backend method)
(pyhf.tensor.tensorflow_backend.tensorflow_backend method)
power() (pyhf.tensor.numpy_backend.numpy_backend method)
(pyhf.tensor.pytorch_backend.pytorch_backend method)
(pyhf.tensor.tensorflow_backend.tensorflow_backend method)
product() (pyhf.tensor.numpy_backend.numpy_backend method)
(pyhf.tensor.pytorch_backend.pytorch_backend method)
(pyhf.tensor.tensorflow_backend.tensorflow_backend method)
prune() (pyhf.workspace.Workspace method)
pvals_from_teststat() (in module pyhf.infer.utils)
pvals_from_teststat_expected() (in module pyhf.infer.utils)
pyhf command line option
--version
pyhf-cls command line option
--backend <backend>
--measurement <measurement>
--optconf <optconf>
--optimizer <optimizer>
--output-file <output_file>
--patch <patch>
--testpoi <testpoi>
--teststat <teststat>
-p
WORKSPACE
pyhf-combine command line option
--output-file <output_file>
WORKSPACE_ONE
WORKSPACE_TWO
pyhf-inspect command line option
--measurement <measurement>
--output-file <output_file>
WORKSPACE
pyhf-json2xml command line option
--dataroot <dataroot>
--output-dir <output_dir>
--patch <patch>
--resultprefix <resultprefix>
--specroot <specroot>
-p
WORKSPACE
pyhf-prune command line option
--channel <channel>
--measurement <measurement>
--modifier <modifier>
--modifier-type <modifier_type>
--output-file <output_file>
--sample <sample>
-c
-m
-s
-t
WORKSPACE
pyhf-rename command line option
--channel <channel>
--measurement <measurement>
--modifier <modifier>
--output-file <output_file>
--sample <sample>
-c
-m
-s
WORKSPACE
pyhf-xml2json command line option
--basedir <basedir>
--hide-progress
--output-file <output_file>
--track-progress
ENTRYPOINT_XML
pytorch_backend (class in pyhf.tensor.pytorch_backend)
pytorch_optimizer (class in pyhf.optimize.opt_pytorch)
Q
qmu() (in module pyhf.infer.test_statistics)
R
rename() (pyhf.workspace.Workspace method)
required_parset() (pyhf.modifiers.histosys class method)
(pyhf.modifiers.normfactor class method)
(pyhf.modifiers.normsys class method)
(pyhf.modifiers.shapefactor class method)
(pyhf.modifiers.shapesys class method)
(pyhf.modifiers.staterror class method)
reshape() (pyhf.tensor.numpy_backend.numpy_backend method)
(pyhf.tensor.pytorch_backend.pytorch_backend method)
(pyhf.tensor.tensorflow_backend.tensorflow_backend method)
S
sample() (pyhf.probability.Simultaneous method)
scipy_optimizer (class in pyhf.optimize.opt_scipy)
set_backend() (in module pyhf)
set_poi() (pyhf.pdf._ModelConfig method)
setup_minimize() (pyhf.optimize.opt_pytorch.pytorch_optimizer method)
(pyhf.optimize.opt_tflow.tflow_optimizer method)
shape() (pyhf.tensor.numpy_backend.numpy_backend method)
(pyhf.tensor.pytorch_backend.pytorch_backend method)
(pyhf.tensor.tensorflow_backend.tensorflow_backend method)
shapefactor (class in pyhf.modifiers)
shapesys (class in pyhf.modifiers)
simple_broadcast() (pyhf.tensor.numpy_backend.numpy_backend method)
(pyhf.tensor.pytorch_backend.pytorch_backend method)
(pyhf.tensor.tensorflow_backend.tensorflow_backend method)
Simultaneous (class in pyhf.probability)
sqrt() (pyhf.tensor.numpy_backend.numpy_backend method)
(pyhf.tensor.pytorch_backend.pytorch_backend method)
(pyhf.tensor.tensorflow_backend.tensorflow_backend method)
stack() (pyhf.tensor.numpy_backend.numpy_backend method)
(pyhf.tensor.pytorch_backend.pytorch_backend method)
(pyhf.tensor.tensorflow_backend.tensorflow_backend method)
staterror (class in pyhf.modifiers)
suggested_bounds() (pyhf.pdf._ModelConfig method)
suggested_init() (pyhf.pdf._ModelConfig method)
sum() (pyhf.tensor.numpy_backend.numpy_backend method)
(pyhf.tensor.pytorch_backend.pytorch_backend method)
(pyhf.tensor.tensorflow_backend.tensorflow_backend method)
T
tensorflow_backend (class in pyhf.tensor.tensorflow_backend)
tensorlib (in module pyhf)
tflow_optimizer (class in pyhf.optimize.opt_tflow)
tile() (pyhf.tensor.numpy_backend.numpy_backend method)
(pyhf.tensor.pytorch_backend.pytorch_backend method)
(pyhf.tensor.tensorflow_backend.tensorflow_backend method)
tolist() (pyhf.tensor.numpy_backend.numpy_backend method)
(pyhf.tensor.pytorch_backend.pytorch_backend method)
(pyhf.tensor.tensorflow_backend.tensorflow_backend method)
twice_nll() (in module pyhf.infer.mle)
V
validate() (in module pyhf.utils)
W
where() (pyhf.tensor.numpy_backend.numpy_backend method)
(pyhf.tensor.pytorch_backend.pytorch_backend method)
(pyhf.tensor.tensorflow_backend.tensorflow_backend method)
WORKSPACE
pyhf-cls command line option
pyhf-inspect command line option
pyhf-json2xml command line option
pyhf-prune command line option
pyhf-rename command line option
Workspace (class in pyhf.workspace)
WORKSPACE_ONE
pyhf-combine command line option
WORKSPACE_TWO
pyhf-combine command line option
Z
zeros() (pyhf.tensor.numpy_backend.numpy_backend method)
(pyhf.tensor.pytorch_backend.pytorch_backend method)
(pyhf.tensor.tensorflow_backend.tensorflow_backend method)
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