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pyhf

v0.7.6

pure-Python HistFactory implementation

Description

The HistFactory p.d.f. template [CERN-OPEN-2012-016] is per-se independent of its implementation in ROOT and sometimes, it's useful to be able to run statistical analysis outside of ROOT, RooFit, RooStats framework.

This repo is a pure-python implementation of that statistical model for multi-bin histogram-based analysis and its interval estimation is based on the asymptotic formulas of "Asymptotic formulae for likelihood-based tests of new physics" [arXiv:1007.1727]. The aim is also to support modern computational graph libraries such as PyTorch, JAX, and TensorFlow in order to make use of features such as automatic differentiation and GPU acceleration.

Install package

If this channel isn't in your workspace yet, add it first:

pixi workspace channel add --prepend https://prefix.dev/conda-forge

Then install the package:

pixi add pyhf

Install globally (CLI tools)

For packages that expose command-line tools, install globally to use them anywhere:

pixi global install --channel https://prefix.dev/conda-forge pyhf

Download counts

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Version

0.7.6

License

Apache-2.0

Platforms

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Variants					Size
pyhf-0.7.6-pyhcf101f3_7.conda	0.7.6	noarch	pyhcf101f3_7 (7)	a year ago	118.25 KB
Dependencies: click >=8.0.0 importlib_resources >=1.4.0 jsonpatch >=1.15 jsonschema >=4.15.0 numpy python python >=3.7 pyyaml >=5.1 scipy >=1.2.0,!=1.16.0,!=1.16.1,!=1.16.2 tqdm >=4.56.0 typing_extensions >=3.7.4.3 Provenance: Built from: conda-forge/pyhf-feedstock@696de2a Not cryptographically verified
pyhf-0.7.6-pyh29332c3_6.conda	0.7.6	noarch	pyh29332c3_6 (6)	2 years ago	118.08 KB
Dependencies: click >=8.0.0 importlib_resources >=1.4.0 jsonpatch >=1.15 jsonschema >=4.15.0 numpy python python >=3.7 pyyaml >=5.1 scipy >=1.2.0 tqdm >=4.56.0 typing_extensions >=3.7.4.3 Provenance: Built from: conda-forge/pyhf-feedstock@d4ab302 Not cryptographically verified
pyhf-0.7.6-pyhff2d567_5.conda	0.7.6	noarch	pyhff2d567_5 (5)	2 years ago	108.08 KB
Dependencies: click >=8.0.0 importlib_resources >=1.4.0 jsonpatch >=1.15 jsonschema >=4.15.0 numpy python >=3.7 pyyaml >=5.1 scipy >=1.2.0 tqdm >=4.56.0 typing_extensions >=3.7.4.3 Provenance: Built from: conda-forge/pyhf-feedstock@5f1ecae Not cryptographically verified
pyhf-0.7.6-pyhff2d567_4.conda	0.7.6	noarch	pyhff2d567_4 (4)	2 years ago	108.14 KB
Dependencies: click >=8.0.0 importlib_resources >=1.4.0 jsonpatch >=1.15 jsonschema >=4.15.0 numpy python >=3.7 pyyaml >=5.1 scipy >=1.2.0 tqdm >=4.56.0 typing_extensions >=3.7.4.3 Provenance: Built from: conda-forge/pyhf-feedstock@ffd8e88 Not cryptographically verified
pyhf-0.7.6-pyhff2d567_3.conda	0.7.6	noarch	pyhff2d567_3 (3)	2 years ago	108.21 KB
Dependencies: click >=8.0.0 importlib_resources >=1.4.0 jsonpatch >=1.15 jsonschema >=4.15.0 numpy python >=3.7 pyyaml >=5.1 scipy >=1.2.0 tqdm >=4.56.0 typing_extensions >=3.7.4.3 Provenance: Built from: conda-forge/pyhf-feedstock@a10b681 Not cryptographically verified
pyhf-0.7.6-pyhd8ed1ab_2.conda	0.7.6	noarch	pyhd8ed1ab_2 (2)	2 years ago	108.05 KB
Dependencies: click >=8.0.0 importlib_resources >=1.4.0 jsonpatch >=1.15 jsonschema >=4.15.0 numpy python >=3.7 pyyaml >=5.1 scipy >=1.2.0 tqdm >=4.56.0 typing_extensions >=3.7.4.3 Provenance: Built from: conda-forge/pyhf-feedstock@ad26ea4 Not cryptographically verified
pyhf-0.7.6-pyhd8ed1ab_1.conda	0.7.6	noarch	pyhd8ed1ab_1 (1)	2 years ago	108.25 KB
Dependencies: click >=8.0.0 importlib_resources >=1.4.0 jsonpatch >=1.15 jsonschema >=4.15.0 numpy python >=3.7 pyyaml >=5.1 scipy >=1.2.0 tqdm >=4.56.0 typing_extensions >=3.7.4.3 Provenance: Built from: conda-forge/pyhf-feedstock@d5ed134 Not cryptographically verified
pyhf-0.7.6-pyhd8ed1ab_0.conda	0.7.6	noarch	pyhd8ed1ab_0 (0)	3 years ago	108.15 KB
Dependencies: click >=8.0.0 importlib_resources >=1.4.0 jsonpatch >=1.15 jsonschema >=4.15.0 numpy python >=3.7 pyyaml >=5.1 scipy >=1.2.0 tqdm >=4.56.0 typing_extensions >=3.7.4.3 Provenance: Built from: conda-forge/pyhf-feedstock@d655e79 Not cryptographically verified
pyhf-0.7.5-pyhd8ed1ab_0.conda	0.7.5	noarch	pyhd8ed1ab_0 (0)	3 years ago	107.69 KB
Dependencies: click >=8.0.0 importlib_resources >=1.4.0 jsonpatch >=1.15 jsonschema >=4.15.0 numpy python >=3.7 pyyaml >=5.1 scipy >=1.2.0 tqdm >=4.56.0 typing_extensions >=3.7.4.3
pyhf-0.7.4-pyhd8ed1ab_1.conda	0.7.4	noarch	pyhd8ed1ab_1 (1)	3 years ago	108.05 KB
Dependencies: click >=8.0.0 importlib_resources >=1.4.0 jsonpatch >=1.15 jsonschema >=4.15.0 numpy python >=3.7 pyyaml >=5.1 scipy >=1.2.0 tqdm >=4.56.0 typing_extensions >=3.7.4.3

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