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v0.7.0

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MNT Cherry-pick commits from main onto v0.7.0 release branch (fairlea…

…rn#882)

* DOC Extend documentation for plotting functionality (fairlearn#806)

* Extend documentation for plotting functionality

Issue fairlearn#802

* Use literalinclude instead of codeblock

* Extend documentation for plotting functionality

Issue fairlearn#802

* Use literalinclude instead of codeblock

* fix header underline and remove duplicate sections

Signed-off-by: Roman Lutz <rolutz@microsoft.com>

* avoid showing customized plot code in quickstart

Signed-off-by: Roman Lutz <rolutz@microsoft.com>

* Update docs/user_guide/assessment.rst

Co-authored-by: Hilde Weerts <24417440+hildeweerts@users.noreply.github.com>

* Update docs/user_guide/assessment.rst

Co-authored-by: Hilde Weerts <24417440+hildeweerts@users.noreply.github.com>

Co-authored-by: Roman Lutz <rolutz@microsoft.com>
Co-authored-by: Roman Lutz <romanlutz13@gmail.com>
Co-authored-by: Hilde Weerts <24417440+hildeweerts@users.noreply.github.com>

* DOC: Change year dynamically in sphinx docs (fairlearn#871)

Signed-off-by: kurianbenoy-aot <kurian.benoy@aot-technologies.com>

Co-authored-by: kurianbenoy-aot <kurian.benoy@aot-technologies.com>

* DOC: Construct Validity Glossary (main)  (fairlearn#787)

* PP Study - No flake8 issues besides those generated by Sphinx (line too long, blank line required between summary and description, missing docstring)

Signed-off-by: Michael Amoako <miamoako@microsoft.com>

* Message

Signed-off-by: Michael Amoako <miamoako@microsoft.com>

* Message

Signed-off-by: Michael Amoako <miamoako@microsoft.com>

* Message

Signed-off-by: Michael Amoako <miamoako@microsoft.com>

* Message

Signed-off-by: Michael Amoako <miamoako@microsoft.com>

* Message

Signed-off-by: Michael Amoako <miamoako@microsoft.com>

* Message

Signed-off-by: Michael Amoako <miamoako@microsoft.com>

* This is intended (romanlutz)

* trying to build AI systems (hildeweerts)

* new sociotechnical context definition (hildeweerts)

* links where paper title referenced (romanlutz)

* does->do (romanlutz)

* the extent to which the measurement model measures the intended construct in way that is meaningful and useful (hildeweerts)

* Updated: gap between fairness and demographic parityclosed, reference to fairlearn metrics fixed

* Added related example of patient benefit (rolutz)

* Pass through for initial commit

* MM Requested change (intro)

* DOC Remove redundant toctree in gallery header (fairlearn#872) (fairlearn#873)

The left example navbar is now autogenerated by sphinx-gallery so leaving this section  is causing duplicates in the navbar.

* DOC Add note about MetricFrame CSV export (fairlearn#875)

* Fixing links

Signed-off-by: Richard Edgar <riedgar@microsoft.com>

* Rephrase and add a couple more details

Signed-off-by: Richard Edgar <riedgar@microsoft.com>

* Keep flake8 happy

Signed-off-by: Richard Edgar <riedgar@microsoft.com>

* FIX create utils module (fairlearn#878)

* version updates for 0.7.0 (fairlearn#868)

Signed-off-by: Roman Lutz <rolutz@microsoft.com>

* add __init__.py file

Signed-off-by: Roman Lutz <rolutz@microsoft.com>

* create utils module with input validation

Signed-off-by: Roman Lutz <rolutz@microsoft.com>

* undo versioning changes

Signed-off-by: Roman Lutz <rolutz@microsoft.com>

* flake8

Signed-off-by: Roman Lutz <rolutz@microsoft.com>

* Update fairlearn/reductions/_moments/utility_parity.py

Co-authored-by: Adrin Jalali <adrin.jalali@gmail.com>

* Update fairlearn/utils/__init__.py

Co-authored-by: Adrin Jalali <adrin.jalali@gmail.com>

* Update test/unit/postprocessing/test_threshold_optimization.py

Co-authored-by: Adrin Jalali <adrin.jalali@gmail.com>

* flake8

Signed-off-by: Roman Lutz <rolutz@microsoft.com>

* flake8

Signed-off-by: Roman Lutz <rolutz@microsoft.com>

Co-authored-by: Adrin Jalali <adrin.jalali@gmail.com>

* adjust precision to 1e-5 (fairlearn#883)

Signed-off-by: Roman Lutz <rolutz@microsoft.com>

Co-authored-by: Brenda Thng <52529078+bthng@users.noreply.github.com>
Co-authored-by: Hilde Weerts <24417440+hildeweerts@users.noreply.github.com>
Co-authored-by: Kurian Benoy <kurian.bkk@gmail.com>
Co-authored-by: kurianbenoy-aot <kurian.benoy@aot-technologies.com>
Co-authored-by: Michael Amoako <miamoako@microsoft.com>
Co-authored-by: Fyrebright <aidcostello@gmail.com>
Co-authored-by: Richard Edgar <riedgar@microsoft.com>
Co-authored-by: Adrin Jalali <adrin.jalali@gmail.com>

v0.6.2

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v0.6.2 release

v0.6.1

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Branch point for v0.6.1

v0.6.0

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Branch point for v0.6.60 release

v0.5.0

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Set version correctly (fairlearn#628)

Set `__init__.py` on the release branch to the correct version

Signed-off-by: Richard Edgar <riedgar@microsoft.com>

v0.4.6

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Bump version to v0.4.6 (fairlearn#412)

* Bump version in init.py

Signed-off-by: Richard Edgar <riedgar@microsoft.com>

* Bump version in ReadMe

Signed-off-by: Richard Edgar <riedgar@microsoft.com>

v0.4.5

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Putting down tag for v0.4.5 release

v0.4.4

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Update for create_group_metric_set and version update (fairlearn#303)

Update `create_group_metric_set` so that it embeds a schema type and version

Update the package version in preparation for release

Signed-off-by: Richard Edgar <riedgar@microsoft.com>

v0.4.3

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Preparations for v0.4.3 Release (fairlearn#284)

Bump version and update Markdown files

Signed-off-by: Richard Edgar <riedgar@microsoft.com>

v0.4.2

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add CHANGES.md for v0.4.2 (fairlearn#262)

* add CHANGES.md for v0.4.2

Signed-off-by: Roman Lutz <rolutz@microsoft.com>

* add general instructions to always do that

Signed-off-by: Roman Lutz <rolutz@microsoft.com>

* Update CHANGES.md

Adding `GroupMetricSet` to the changelog

Signed-off-by: Richard Edgar <riedgar@microsoft.com>

* comment out test that fails consistently only on windows

Signed-off-by: Roman Lutz <rolutz@microsoft.com>

* fix readme processing script by adding fairlearn dir to sys path, add second solution for issue 265

Signed-off-by: Roman Lutz <rolutz@microsoft.com>

* fix syntax error, flake8

Signed-off-by: Roman Lutz <rolutz@microsoft.com>

* bump version to 0.4.2

Signed-off-by: Roman Lutz <rolutz@microsoft.com>

* test with list of lists instead of single list

Signed-off-by: Roman Lutz <rolutz@microsoft.com>

Co-authored-by: Richard Edgar <riedgar@microsoft.com>
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