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Add Specificity metric #210

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merged 16 commits into from
May 3, 2021
Merged

Add Specificity metric #210

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6b702c7
Added classification and functional for specificity. Also added tests
arv-77 Apr 28, 2021
f52a7f8
Merge branch 'master' of https://github.com/PyTorchLightning/metrics …
arv-77 Apr 28, 2021
46e1ee1
Merge branch 'master' into recall
Borda Apr 28, 2021
8c1732d
Fixed the doctest errors and flake8 erro
arv-77 Apr 29, 2021
7f15d38
Merge branch 'recall' of https://github.com/arvindmuralie77/metrics i…
arv-77 Apr 29, 2021
f13a3d2
Removed deprecated arguments and updated docs
arv-77 Apr 29, 2021
4e33951
Small change to docs
arv-77 Apr 29, 2021
2def348
Updated changelog
arv-77 Apr 29, 2021
c989ff2
Merge branch 'master' into recall
arv-77 Apr 30, 2021
df44e19
Added test for differentiability
arv-77 Apr 30, 2021
26b9474
Removed unused arguments
arv-77 May 3, 2021
e1fc9ab
Merge branch 'master' into recall
mergify[bot] May 3, 2021
83f9536
Update CHANGELOG.md
Borda May 3, 2021
08cd22a
format
Borda May 3, 2021
68d22c9
Merge branch 'master' into recall
mergify[bot] May 3, 2021
a467b73
Merge branch 'master' into recall
mergify[bot] May 3, 2021
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3 changes: 3 additions & 0 deletions CHANGELOG.md
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Expand Up @@ -9,6 +9,9 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0

### Added

- Added Specificity metric ([#210](https://github.com/PyTorchLightning/metrics/pull/210))


- Added `is_differentiable` property to `AUC`, `AUROC`, `CohenKappa` and `AveragePrecision` ([#178](https://github.com/PyTorchLightning/metrics/pull/178))

### Changed
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6 changes: 6 additions & 0 deletions docs/source/references/functional.rst
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Expand Up @@ -135,6 +135,12 @@ select_topk [func]
.. autofunction:: torchmetrics.utilities.data.select_topk
:noindex:

specificity [func]
~~~~~~~~~~~~~~~~~~

.. autofunction:: torchmetrics.functional.specificity
:noindex:


stat_scores [func]
~~~~~~~~~~~~~~~~~~
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7 changes: 7 additions & 0 deletions docs/source/references/modules.rst
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Expand Up @@ -236,6 +236,13 @@ ROC
:noindex:


Specificity
~~~~~~~~~~~

.. autoclass:: torchmetrics.Specificity
:noindex:


StatScores
~~~~~~~~~~

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