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0.7.2

* Alexander Held

What's Changed
* ci(backport): Use gh-action-pypi-publish v1.7.0+ APIs by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/2178
* docs(backport): Add NumFOCUS Affiliated Project to README by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/2180
* docs(backport): Use Plausible for page visit statistics by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/2188
* docs(backport): Add use citations through April 2023 by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/2202
* fix: Disallow TensorFlow Probability v0.20.0 by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/2203
* ci(backport): Update CI workflows and use Trusted Publishers by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/2204
* docs(backport): Use jupyterlite-sphinx to embed JupyterLite in docs by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/2205
* docs(backport): Add dev instructions and fix typos by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/2206
* docs(backport): Update talk list and release checklist by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/2211
* fix(backport): Catch use of multi-component parameters as POI by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/2212
* fix(backport): Add TYPE_CHECKING guard for numpy.typing by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/2213
* docs: Add v0.7.2 release notes by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/2214


**Full Changelog**: https://github.com/scikit-hep/pyhf/compare/v0.7.1...v0.7.2

0.7.1

* Alexander Held

What's Changed
* fix: Skip ReadTheDocs verions during Sphinx link check by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/2031
* fix: Use `jax.errors` API as `jax._src` removed from public namespace by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/2034
* build(backport): Switch to using Hatchling as build backend by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/2148
* chore(backport): Update pre-commit hooks by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/2150
* ci: Run CI and packaging workflows on release branch PRs by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/2151
* docs(backport): Update JAX backend docstring types to jax.Array by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/2152
* ci(backport): Add workflow input for bump version branch by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/2157
* chore(backport): Update pre-commit hooks and dependabot updates by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/2163
* docs(backport): Add use citations and general citations by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/2164
* test(backport): Use pytest.raises match argument to check Error messages by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/2165
* fix(backport): Raise error when converting xml workspaces without data by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/2166
* docs: Add v0.7.1 release notes by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/2168
* docs(backport): Add ATLAS search for gluinos in multi-b final states statistical model record by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/2170
* docs(backport): Update use citations references to include journal publications by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/2172
* chore: Update codemeta by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/2173


**Full Changelog**: https://github.com/scikit-hep/pyhf/compare/v0.7.0...v0.7.1

0.7.0

* Alexander Held
* Mason Proffitt
* Lars Henkelmann
* Aryan Roy
* Graeme Watt
* Jerry Ling
* Nathan Simpson
* Beojan Stanislaus

Changes
* fix: Update notebooks to use `include_auxdata` kwarg for `pyhf.Workspace.data` by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1588
* ci: Skip doctest for 'Minimum supported dependencies' workflow by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1589
* chore: [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/scikit-hep/pyhf/pull/1593
* docs: Correct v0.6.3 release notes to note `pyhf.pdf._ModelConfig.channels` is a list by RhnSharma in https://github.com/scikit-hep/pyhf/pull/1592
* ci: Add Python 3.9 to 'Current Release' workflow tests by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1596
* docs: Update maintainer release checklist with v0.6.3 notes by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1597
* ci: Use `jupyter-black` pre-commit hook over `nbqa-black` by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1598
* docs: Add use citation from publishing statistical models white paper by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1600
* docs: Add `uproot4` writing speedup to v0.6.3 release notes by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1601
* docs: Add use citation from collider signatures of coannihilating dark matter paper by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1604
* fix: Use MLEs of NPs to create sampling distributions in ToyCalculator by masonproffitt in https://github.com/scikit-hep/pyhf/pull/1610
* docs: Add use citation from simplified likelihoods ATLAS PUB note by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1614
* docs: Use sphinxcontrib-bibtex style 'unsrt' to sort citations in reverse chronological order by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1615
* chore: [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/scikit-hep/pyhf/pull/1616
* docs: Use sphinx-copybutton prompt regex to fully capture examples by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1617
* ci: Allow reporting of coverage on PRs from forks by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1622
* ci: Update codecov-action to v2 API by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1623
* ci: Report coverage to Codecov without token by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1628
* feat: Add hypotest kwargs to pyhf.infer.intervals.upperlimit by aryan26roy in https://github.com/scikit-hep/pyhf/pull/1613
* feat: Expose fitted parameter values of implicit fits in test statistic calls by lhenkelm in https://github.com/scikit-hep/pyhf/pull/1554
* ci: Add absolufy-imports pre-commit hook by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1635
* feat: Add setup for custom modifiers by lukasheinrich in https://github.com/scikit-hep/pyhf/pull/1625
* feat: Allow POI-less models via Workspace.model by kratsg in https://github.com/scikit-hep/pyhf/pull/1636
* fix: Fix bug in impact plot visualization by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1642
* feat: Add POI-less specification support by kratsg in https://github.com/scikit-hep/pyhf/pull/1638
* docs: Add and apply codespell as a pre-commit hook by alexander-held in https://github.com/scikit-hep/pyhf/pull/1645
* fix: custom modifier / new parameter support and test by lukasheinrich in https://github.com/scikit-hep/pyhf/pull/1644
* test: Use netlocs that are known to not exist or give known return by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1651
* feat: Add support for arrayful JSON by lukasheinrich in https://github.com/scikit-hep/pyhf/pull/1647
* test: Remove 'src' from pytest test testpaths to allow for non-editable install in CI by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1467
* feat: Allow zero rate Poisson by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1657
* ci: Add release candidates to HEAD of dependencies workflow by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1660
* feat: Configurable default backend by kratsg in https://github.com/scikit-hep/pyhf/pull/1646
* refactor: Simplified parameters by lukasheinrich in https://github.com/scikit-hep/pyhf/pull/1639
* ci: Turn off PyPI release tests on pull requests by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1664
* build: Set lower bound of scipy v1.1.0 by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1661
* build: Update lower bound on jax to v0.2.10 by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1666
* feat: Remove pyhf.simplemodels.hepdata_like from API by aryan26roy in https://github.com/scikit-hep/pyhf/pull/1670
* docs: Update 2021 published ATLAS probability models by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1671
* chore: [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/scikit-hep/pyhf/pull/1679
* refactor: Pass `Accept` header to requests in `contrib.utils.download` by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1673
* fix: Use https protocol as unauthenticated git protocol is no longer supported by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1680
* docs: Add ATLAS top group probability model records through June 2021 by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1681
* docs: Add ATLAS third-generation scalar leptoquarks search statistical model record by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1682
* fix: Speed-up readxml by caching key lookup instead of using try/except by kratsg in https://github.com/scikit-hep/pyhf/pull/1691
* feat: Add percentile function to tensorlib by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/817
* docs: only lists are accepted when specifying objects to prune by alexander-held in https://github.com/scikit-hep/pyhf/pull/1692
* feat: Add transpose function to tensorlib by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1696
* refactor: Use jax.numpy for JAX backend tensorlib.tolist by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1138
* refactor: Use tensorlib.percentile in calculators by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1694
* test: Use xfail for tests that fail for upstream problems by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1702
* build: Set only lower bounds on backend dependencies by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1698
* docs: Ensure docstring examples are contiguous by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1703
* refactor: Make contrib.utils.download robust to archive file types by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1697
* fix: Accept tar and zip headers in contrib.utils.download requests by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1704
* fix: Ensure `_ModelConfig.suggested_fixed` list contains only booleans for all modifiers by alexander-held in https://github.com/scikit-hep/pyhf/pull/1706
* ci: Quote GitHub Action python-version number as YAML strings by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1707
* feat: Raise exception if bin-wise modifier data length doesn't match sample data by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1708
* feat: Catch unexpected keyword arguments in workspace construction by alexander-held in https://github.com/scikit-hep/pyhf/pull/1709
* test: Use scikit-hep-testdata to provide probability models for regression tests by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1711
* fix: Skip doctest of `pyhf.contrib.utils.download` by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1715
* chore: Use constraints.txt for lower bound testing by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1713
* docs: Fix download method of probability models archive in impact plot notebook by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1721
* chore: [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/scikit-hep/pyhf/pull/1723
* docs: Fix download method of probability models archive in pull plot notebook by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1724
* feat: Allow skipping validation when constructing workspaces by alexander-held in https://github.com/scikit-hep/pyhf/pull/1710
* test: Make fail_backend markers add pytest.mark.xfail and remove fail_jax marker on percentile tests by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1730
* ci: Publish to TestPyPI on tag or by workflow dispatch trigger by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1727
* docs: Truncate floating point docstring examples to 8 decimal places by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1726
* docs: Add GitHub Release Radar check to release checklist by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1733
* docs: Update citation references publication status by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1738
* docs: Add milestone for 1000 project commits to README by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1739
* fix: Disallow nbsphinx v0.8.8 to avoid empty "raw" directive bug by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1742
* chore: [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/scikit-hep/pyhf/pull/1741
* docs: Note shapesys and staterror modifier set to 1 for modifier data of 0 by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1740
* ci: Limit concurrent workflow jobs to one per workflow per branch by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1632
* ci: Update gh-action-pypi-publish to use print_hash by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1743
* docs: Add use citation from revisiting mono-tau tails at the LHC paper by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1744
* fix: Accept ValueError for JAX backend `tolist` fallback by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1746
* ci: Launch tmate session if pytest fails on workflow dispatch run by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1748
* chore: Update black to first stable release v22.1.0 by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1754
* test: Avoid tensorflow macOS floating point deviation with pytest.approx by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1761
* ci: Add macos-latest to dependency release candidates testing by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1760
* docs: Update scipy intersphinx url to drop 'reference' by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1767
* chore: [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/scikit-hep/pyhf/pull/1765
* test: Add html coverage reports from pytest by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1771
* test: Consolidate and update pytest options in pyproject.toml by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1773
* docs: fix link to TRExFitter documentation by alexander-held in https://github.com/scikit-hep/pyhf/pull/1777
* docs: Add citation from 'HL-LHC Computing Review Stage 2' paper by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1779
* build: Require setuptools v42.0.0+ for stability by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1783
* build: Remove wheel and attrs from build-system requires by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1788
* docs: Add section for tutorial and docs to README by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1789
* feat: Use tbump over bump2version by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1790
* docs: Add general citation from MadJAX paper by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1799
* docs: Update Lukas's affiliation to Technical University of Munich by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1798
* docs: Add use citation from ATLAS UEH MS displaced jet paper by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1800
* docs: Correct Giordon's affiliation to SCIPP in CITATON.cff by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1801
* docs: Add use citation from ATLAS UEH displaced jets CalRatio paper by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1802
* docs: Fix tiny typo in MC Stat Error documentation by kratsg in https://github.com/scikit-hep/pyhf/pull/1803
* chore: [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/scikit-hep/pyhf/pull/1805
* refactor: Clarify exception message applies only to profile likelihood ratio by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1806
* ci: Add CPython 3.10 to testing by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1808
* build: Add support for Python 3.10 across all backends by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1809
* docs: Add use citation from neos paper by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1812
* docs: Update JAX backend normal docstring to jax v0.3.2 returns by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1813
* feat: Alternative Schema Locations by kratsg in https://github.com/scikit-hep/pyhf/pull/1753
* ci: Report coverage for oldest and newest Python tested by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1817
* fix: writexml handles missing parameter configs for normfactor by kratsg in https://github.com/scikit-hep/pyhf/pull/1819
* feat: Add contextlib support to pyhf.schema API by kratsg in https://github.com/scikit-hep/pyhf/pull/1818
* test: Assert exported StatError has no name attribute by kratsg in https://github.com/scikit-hep/pyhf/pull/1821
* fix: Disallow Jinja2 v3.1.0 to avoid nbsphinx triggering attribute error by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1824
* docs: Add JupyterLite REPL for interactive pyhf in docs by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1820
* fix: bump black to 22.3.0 due to click 8.1 release by henryiii in https://github.com/scikit-hep/pyhf/pull/1827
* ci: Use actions/setup-python v3 by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1828
* fix: Add filterwarnings ignore for Pillow DeprecationWarning by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1834
* ci: Update GitHub Actions to next stable version by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1833
* ci: Add matplotlib nightly wheels to HEAD of dependencies testing by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1835
* ci: Add concurrency group to HEAD of dependencies workflow by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1836
* revert: Remove Jinja2 restrictions given nbconvert v6.4.5 by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1837
* chore: [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/scikit-hep/pyhf/pull/1839
* fix: Override error on filterwarnings to pass notebook tests by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1841
* docs: Add general use citation from SimpleAnalysis ATLAS PUB note by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1842
* docs: Add general use citation from End-to-End Optimization paper by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1843
* docs: Add general use citation from Survey of Open Data Concepts paper by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1844
* ci: Add bump version workflow for release tags by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1846
* refactor: Deprecate distutils in favor of setuptools._distutils by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1849
* docs: Update developer documentation by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1847
* docs: Deprecate use of git.io URL shortener by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1851
* docs: Fix broken links identified by Sphinx linkcheck by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1854
* ci: Add sphinx linkcheck builder to docs build workflow by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1855
* chore: [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/scikit-hep/pyhf/pull/1859
* ci: Update ReadTheDocs build to Ubuntu 22.04 by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1860
* docs: Add use citation from strange quark probe Snowmass paper by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1861
* docs: Add use citation from ATLAS dE/dX long-lived particle paper by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1863
* feat: Allow readxml to demote validation exception to warning by kratsg in https://github.com/scikit-hep/pyhf/pull/1865
* docs: Clarify staterror modifier specification by Moelf in https://github.com/scikit-hep/pyhf/pull/1856
* test: Ignore LHEP DOI URLs during Sphinx linkcheck by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1866
* ci: Add semantic PR check GHA workflow by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1868
* test: Ignore EPJ Web of Conferences DOI URLs during Sphinx linkcheck by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1870
* test: Restrict tf dependency protobuf to ABI compatible releases by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1869
* build: Update lower bound on tensorflow to v2.6.5 by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1874
* fix: Allow for true_divide or divide `RuntimeWarning` from NumPy by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1873
* docs: Set English as language for Sphinx by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1875
* docs: Update Matthew's affiliation to University of Wisconsin-Madison by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1876
* ci: Add 'name-tests-test' to pre-commit hooks by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1877
* chore: [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/scikit-hep/pyhf/pull/1878
* ci: Use `github.workflow` property to ensure unique concurrency group by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1879
* build: Use `find_namespace:` to ensure discovery of package data by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1881
* build: Use `license_files` in setup.cfg by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1883
* feat: Allow for clipping negative yields in the main model by kratsg in https://github.com/scikit-hep/pyhf/pull/1845
* ci: Use '--pytest-test-first' option for naming clarity by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1892
* build: Update lower bound on iminuit to v2.7.0 by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1895
* docs: Add use citation from Audrey Kvam's Ph.D. thesis by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1896
* docs: Update use citations published in journals in June 2022 by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1897
* chore: Use actions/setup-python v4 by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1898
* ci: Enable Dependabot version updates for GitHub Actions by henryiii in https://github.com/scikit-hep/pyhf/pull/1900
* chore: Update Docker GitHub Actions to Dependabot bumped versions by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1906
* build(deps): bump codecov/codecov-action from 2 to 3 by dependabot in https://github.com/scikit-hep/pyhf/pull/1903
* chore: [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/scikit-hep/pyhf/pull/1913
* fix: Disallow Sphinx v5.1.0 to avoid 'exception: pop from an empty deque' by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1925
* build(deps): bump pypa/gh-action-pypi-publish from 1.5.0 to 1.5.1 by dependabot in https://github.com/scikit-hep/pyhf/pull/1924
* chore: [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/scikit-hep/pyhf/pull/1927
* docs: Update lower bound on Sphinx to v5.1.1 by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1926
* fix: Manually set uncertainties for fixed parameters to 0 by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1919
* docs: Add July 2022 use citations by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1929
* docs: Add use citation from Lucas Santiago Borgna's Ph.D. thesis by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1930
* ci: Add yesqa pre-commit hook by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1932
* fix: Coverage for importing XML channels with no data by kratsg in https://github.com/scikit-hep/pyhf/pull/1931
* fix: Handle importing XML measurements with no POI attribute by kratsg in https://github.com/scikit-hep/pyhf/pull/1933
* feat: Handle absolute paths in XML config files (xml2json / readxml) by kratsg in https://github.com/scikit-hep/pyhf/pull/1909
* ci: Report coverage for all Python versions by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1936
* feat: Enable typehints in pre-commit and add typehints to readxml by kratsg in https://github.com/scikit-hep/pyhf/pull/1934
* test: Ignore TYPE_CHECKING for coverage by kratsg in https://github.com/scikit-hep/pyhf/pull/1937
* build: Set lower bound of typing-extensions to v3.7.4 by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1938
* ci: Make `build` error on warnings by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1887
* chore: Remove 'lint' extra from setup.py by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1943
* refactor: Use string literal types of generic builtins for type checking by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1942
* build: Update git archival options to support auto versioning by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1951
* ci: Use 'strict' option for twine check by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1954
* feat: Validate workspace specification before accessing parts of it by alexander-held in https://github.com/scikit-hep/pyhf/pull/1953
* ci: Deploy GitHub Pages docs directly using GitHub Actions by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1955
* fix: Populate the schema cache with local `defs.json` again by lhenkelm in https://github.com/scikit-hep/pyhf/pull/1917
* feat: Add typehints to pyhf.tensor by kratsg in https://github.com/scikit-hep/pyhf/pull/1940
* build: Update lower bound of click to v8.0.0 by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1958
* build: Update lower bound of typing-extensions to v3.7.4.3 by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1961
* build: Update lower bounds to tensorflow v2.7.0, jaxlib v0.1.61 by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1962
* ci: Restrict deployments of environments to PR merges by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1960
* docs: Add link to public-probability-models website by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1956
* fix: Keep staterror from affecting multiple samples by lukasheinrich in https://github.com/scikit-hep/pyhf/pull/1965
* ci: Publish to PyPI on publish of GitHub release by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1968
* docs: Add typehint aliases by kratsg in https://github.com/scikit-hep/pyhf/pull/1969
* fix: Base URI for jsonschema.RefResolver has better behavior by kratsg in https://github.com/scikit-hep/pyhf/pull/1976
* build: Update lower bounds to jsonschema v4.15.0, importlib-resources v1.4.0 by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1979
* fix: Add PR number to Semantic PR Title Check concurrency group by kratsg in https://github.com/scikit-hep/pyhf/pull/1981
* feat: Promote `validate` kwarg to top-level functions in `pyhf.simplemodels` by phinate in https://github.com/scikit-hep/pyhf/pull/1858
* docs: Clarify absolute/relative for histosys by kratsg in https://github.com/scikit-hep/pyhf/pull/1971
* docs: Document Channel Summary Mixin by kratsg in https://github.com/scikit-hep/pyhf/pull/1972
* docs: Harmonize docstring for test_stat in ToyCalculator by kratsg in https://github.com/scikit-hep/pyhf/pull/1970
* feat: Add support for `_ModelConfig.set_poi(None)` to unset model POI by kratsg in https://github.com/scikit-hep/pyhf/pull/1985
* chore: [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/scikit-hep/pyhf/pull/1989
* fix: Add guards against shared shapesys paramsets by kratsg in https://github.com/scikit-hep/pyhf/pull/1977
* feat: Add type hints for tensor manager by kratsg in https://github.com/scikit-hep/pyhf/pull/1963
* fix: Form data through loop over channels for multichannel coupled histo notebook by kratsg in https://github.com/scikit-hep/pyhf/pull/1974
* feat: Allow schema validation with tensor types by kratsg in https://github.com/scikit-hep/pyhf/pull/1665
* fix: Guard against nan in test stat calculation by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1993
* fix: Pin codemetapy to v0.3.5 for `--no-extras` functionality by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1995
* ci: Install release candidates for 'current release' test workflow by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1996
* refactor: Use urllib.parse.urlsplit over urlparse by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1997
* docs: Add Binder Python runtime environment specification by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1998
* fix: Update codemeta lower bounds for jsonschema, importlib-resources by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/2000
* docs: Add milestone for 2000 project GitHub items by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/2001
* fix: Use codemetapy v2.2.2+ API by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/2002
* fix: Add filterwarnings ignore for protobuf DeprecationWarning by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/2005
* fix: Specify encoding as utf-8 to enforce PEP 597 by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/2007
* docs: Add FAQ on reasons for need to downgrade dependencies by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1529
* test: Update test_plot_results_no_axis baseline image by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/2009
* feat: Add internal API to warn of deprecation and future removal by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/2012
* fix: Use function scope to avoid altering hypotest_args fixture by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/2011
* test: Discover pytest fixtures during doctest by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/2017
* feat: Add autoscan for upper limit using TOMS Algorithm 748 by beojan in https://github.com/scikit-hep/pyhf/pull/1274
* ci: Ignore Dependabot PRs to update tests/constraints.txt by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/2010
* chore: Update references to default branch to 'main' by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/2019
* docs: Remove requests install from JupyterLite REPL setup by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/2020
* docs: Update list of statistical models for 2022 by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/2018
* docs: Update release checklist notes for Conda-forge and LCG views by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/2021
* chore: Update codemeta.json for scipy lower bounds by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/2023
* docs: Add versionadded to new tensorlib methods by kratsg in https://github.com/scikit-hep/pyhf/pull/2025
* docs: Update use citations and general citations to latest distribution by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/2026
* feat: Make `par_names` a _ModelConfig property attribute by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/2027
* docs: Add v0.7.0 release notes by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1705

New Contributors
* RhnSharma made their first contribution in https://github.com/scikit-hep/pyhf/pull/1592
* masonproffitt made their first contribution in https://github.com/scikit-hep/pyhf/pull/1610
* aryan26roy made their first contribution in https://github.com/scikit-hep/pyhf/pull/1613
* lhenkelm made their first contribution in https://github.com/scikit-hep/pyhf/pull/1554
* Moelf made their first contribution in https://github.com/scikit-hep/pyhf/pull/1856
* phinate made their first contribution in https://github.com/scikit-hep/pyhf/pull/1858
* beojan made their first contribution in https://github.com/scikit-hep/pyhf/pull/1274

**Full Changelog**: https://github.com/scikit-hep/pyhf/compare/v0.6.3...v0.7.0

0.7.0rc4

Notes

This is the fourth `v0.7.0` release candidate. Please use this for API testing, and for testing correctness or performance for `v0.7.0`.

To install the release candidate you can either use [`pip install`'s `--pre` flag](https://pip.pypa.io/en/stable/cli/pip_install/#cmdoption-pre)


python -m pip install --upgrade --pre pyhf


or specify the version number exactly


python -m pip install --upgrade 'pyhf==0.7.0rc4'


What's Changed
* docs: Document Channel Summary Mixin by kratsg in https://github.com/scikit-hep/pyhf/pull/1972
* docs: Harmonize docstring for test_stat in ToyCalculator by kratsg in https://github.com/scikit-hep/pyhf/pull/1970
* feat: Add support for `_ModelConfig.set_poi(None)` to unset model POI by kratsg in https://github.com/scikit-hep/pyhf/pull/1985
* chore: [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/scikit-hep/pyhf/pull/1989
* fix: Add guards against shared shapesys paramsets by kratsg in https://github.com/scikit-hep/pyhf/pull/1977
* feat: Add type hints for tensor manager by kratsg in https://github.com/scikit-hep/pyhf/pull/1963
* fix: Form data through loop over channels for multichannel coupled histo notebook by kratsg in https://github.com/scikit-hep/pyhf/pull/1974
* feat: Allow schema validation with tensor types by kratsg in https://github.com/scikit-hep/pyhf/pull/1665
* fix: Guard against nan in test stat calculation by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1993
* fix: Pin codemetapy to v0.3.5 for `--no-extras` functionality by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1995
* ci: Install release candidates for 'current release' test workflow by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1996
* refactor: Use urllib.parse.urlsplit over urlparse by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1997


**Full Changelog**: https://github.com/scikit-hep/pyhf/compare/v0.7.0rc3...v0.7.0rc4

0.7.0rc3

Notes

This is the third `v0.7.0` release candidate. Please use this for API testing, and for testing correctness or performance for `v0.7.0`.

To install the release candidate you can either use [`pip install`'s `--pre` flag](https://pip.pypa.io/en/stable/cli/pip_install/#cmdoption-pre)


python -m pip install --upgrade --pre pyhf


or specify the version number exactly


python -m pip install --upgrade 'pyhf==0.7.0rc3'


What's Changed
* docs: Add typehint aliases by kratsg in https://github.com/scikit-hep/pyhf/pull/1969
* fix: Base URI for jsonschema.RefResolver has better behavior by kratsg in https://github.com/scikit-hep/pyhf/pull/1976
* build: Update lower bounds to jsonschema v4.15.0, importlib-resources v1.4.0 by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1979
* fix: Add PR number to Semantic PR Title Check concurrency group by kratsg in https://github.com/scikit-hep/pyhf/pull/1981
* feat: Promote `validate` kwarg to top-level functions in `pyhf.simplemodels` by phinate in https://github.com/scikit-hep/pyhf/pull/1858
* docs: Clarify absolute/relative for histosys by kratsg in https://github.com/scikit-hep/pyhf/pull/1971

New Contributors
* phinate made their first contribution in https://github.com/scikit-hep/pyhf/pull/1858

**Full Changelog**: https://github.com/scikit-hep/pyhf/compare/v0.7.0rc2...v0.7.0rc3

0.7.0rc2

Notes

This is the second `v0.7.0` release candidate. Please use this for API testing, and for testing correctness or performance for `v0.7.0`.

To install the release candidate you can either use [`pip install`'s `--pre` flag](https://pip.pypa.io/en/stable/cli/pip_install/#cmdoption-pre)


python -m pip install --upgrade --pre pyhf


or specify the version number exactly


python -m pip install --upgrade 'pyhf==0.7.0rc2'


What's Changed
* chore: [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/scikit-hep/pyhf/pull/1913
* fix: Disallow Sphinx v5.1.0 to avoid 'exception: pop from an empty deque' by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1925
* build(deps): bump pypa/gh-action-pypi-publish from 1.5.0 to 1.5.1 by dependabot in https://github.com/scikit-hep/pyhf/pull/1924
* chore: [pre-commit.ci] pre-commit autoupdate by pre-commit-ci in https://github.com/scikit-hep/pyhf/pull/1927
* docs: Update lower bound on Sphinx to v5.1.1 by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1926
* fix: Manually set uncertainties for fixed parameters to 0 by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1919
* docs: Add July 2022 use citations by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1929
* docs: Add use citation from Lucas Santiago Borgna's Ph.D. thesis by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1930
* ci: Add yesqa pre-commit hook by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1932
* fix: Coverage for importing XML channels with no data by kratsg in https://github.com/scikit-hep/pyhf/pull/1931
* fix: Handle importing XML measurements with no POI attribute by kratsg in https://github.com/scikit-hep/pyhf/pull/1933
* feat: Handle absolute paths in XML config files (xml2json / readxml) by kratsg in https://github.com/scikit-hep/pyhf/pull/1909
* ci: Report coverage for all Python versions by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1936
* feat: Enable typehints in pre-commit and add typehints to readxml by kratsg in https://github.com/scikit-hep/pyhf/pull/1934
* test: Ignore TYPE_CHECKING for coverage by kratsg in https://github.com/scikit-hep/pyhf/pull/1937
* build: Set lower bound of typing-extensions to v3.7.4 by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1938
* ci: Make `build` error on warnings by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1887
* chore: Remove 'lint' extra from setup.py by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1943
* refactor: Use string literal types of generic builtins for type checking by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1942
* build: Update git archival options to support auto versioning by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1951
* ci: Use 'strict' option for twine check by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1954
* feat: Validate workspace specification before accessing parts of it by alexander-held in https://github.com/scikit-hep/pyhf/pull/1953
* ci: Deploy GitHub Pages docs directly using GitHub Actions by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1955
* fix: Populate the schema cache with local `defs.json` again by lhenkelm in https://github.com/scikit-hep/pyhf/pull/1917
* feat: Add typehints to pyhf.tensor by kratsg in https://github.com/scikit-hep/pyhf/pull/1940
* build: Update lower bound of click to v8.0.0 by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1958
* build: Update lower bound of typing-extensions to v3.7.4.3 by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1961
* build: Update lower bounds to tensorflow v2.7.0, jaxlib v0.1.61 by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1962
* ci: Restrict deployments of environments to PR merges by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1960
* docs: Add link to public-probability-models website by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1956
* fix: Keep staterror from affecting multiple samples by lukasheinrich in https://github.com/scikit-hep/pyhf/pull/1965
* ci: Publish to PyPI on publish of GitHub release by matthewfeickert in https://github.com/scikit-hep/pyhf/pull/1968


**Full Changelog**: https://github.com/scikit-hep/pyhf/compare/v0.7.0rc1...v0.7.0rc2

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