Spey-pyhf

The simplification module and patch handling have been enhanced in this version. As a result, users may encounter more warning messages, which are intended to provide insight into backend processes. These warnings are not necessarily indicative of errors but are meant to prompt users to verify that their actions align with their intended outcomes.

Thanks to Rav2 and Altakach313 for their help in this version.

What's Changed
Detailed changelog can be found in [here](https://spey-pyhf.readthedocs.io/en/main/releases/changelog-v0.1.html).

* Missing channel handling in full llhd simplification by jackaraz in https://github.com/SpeysideHEP/spey-pyhf/pull/13

**Full Changelog**: https://github.com/SpeysideHEP/spey-pyhf/compare/v0.1.5...v0.1.6

This update changes the script's behaviour in the case of incomplete signal patch input. Previous versions were removing the channels if they were not clearly identified in the signal patch. From this version on, Spey will raise a warning message and assume that the signal yield in the corresponding channels without any information is zero.

Thanks to Rav2 for pointing this out.

What's Changed
* Incomplete signal patch treatment by jackaraz in https://github.com/SpeysideHEP/spey-pyhf/pull/12


**Full Changelog**: https://github.com/SpeysideHEP/spey-pyhf/compare/v0.1.4...v0.1.5

This update improves the efficiency of plug-in initialisation.

What's Changed
* Initialisation efficiency improvement by jackaraz in https://github.com/SpeysideHEP/spey-pyhf/pull/10


**Full Changelog**: https://github.com/SpeysideHEP/spey-pyhf/compare/v0.1.3...v0.1.4

This update provides a bug fix for the `simplify` module, which was crashing during signal injection.

Detailed changelog can be found in [this link](https://spey-pyhf.readthedocs.io/en/main/releases/changelog-v0.1.html#release-notes-v0-1).

What's Changed
* Issue during signal injection in https://github.com/SpeysideHEP/spey-pyhf/pull/9

**Full Changelog**: https://github.com/SpeysideHEP/spey-pyhf/compare/v0.1.2...v0.1.3

pyhf` dependency has been updated.

What's Changed
* readthedocs compatibility in https://github.com/SpeysideHEP/spey-pyhf/pull/7
* Update `pyhf` version in https://github.com/SpeysideHEP/spey-pyhf/pull/8


**Full Changelog**: https://github.com/SpeysideHEP/spey-pyhf/compare/v0.1.1...v0.1.2

This release implements a new plug-in for [spey](https://github.com/SpeysideHEP/spey). With this plug-in, the user can map the pyhf full likelihoods to the simplified likelihood framework.

The full changelog can be found in [this link](https://github.com/SpeysideHEP/spey-pyhf/blob/v0.1.1/docs/releases/changelog-v0.1.1.md).

What's Changed
* build: Update ``pyhf`` to v0.7.3 by matthewfeickert in https://github.com/SpeysideHEP/spey-pyhf/pull/1
* Simplifier by jackaraz in https://github.com/SpeysideHEP/spey-pyhf/pull/2
* Extend sampler by jackaraz in https://github.com/SpeysideHEP/spey-pyhf/pull/3

New Contributors
* matthewfeickert made their first contribution in https://github.com/SpeysideHEP/spey-pyhf/pull/1

**Full Changelog**: https://github.com/SpeysideHEP/spey-pyhf/compare/v0.1.0...v0.1.1