Commit Graph

6 Commits

Author SHA1 Message Date
Nicki Skafte bf7c28cd54
[Metrics] PrecisionRecallCurve, ROC and AveragePrecision class interface (#4549)
* initial changes

* remove old

* init files

* add average precision

* add precision_recall_curve

* add roc

* cleaning

* docs

* pep8

* docs

* pep8

* changelog

* examples prune duplicate roc

* format

* imports

* fix

* format

* flake8

* duplicate

* fix

* flake8

* docs

* docs

Co-authored-by: Teddy Koker <teddy.koker@gmail.com>
Co-authored-by: Nicki Skafte <nugginea@gmail.com>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Jirka Borovec <jirka.borovec@seznam.cz>
2020-12-04 22:42:23 +01:00
Nicki Skafte 6831ba9aa0
[Metrics] Unification of FBeta (#4656)
* implementation

* init files

* more stable reduction

* add tests

* docs

* remove old implementation

* pep8

* changelog

* Apply suggestions from code review

Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>

Co-authored-by: Nicki Skafte <nugginea@gmail.com>
Co-authored-by: Teddy Koker <teddy.koker@gmail.com>
Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
2020-11-23 09:44:35 +01:00
Nicki Skafte e0b856c105
[Metrics] Confusion matrix class interface (#4348)
* docs + precision + recall + f_beta + refactor

Co-authored-by: Teddy Koker <teddy.koker@gmail.com>

* rebase

Co-authored-by: Teddy Koker <teddy.koker@gmail.com>

* fixes

Co-authored-by: Teddy Koker <teddy.koker@gmail.com>

* added missing file

* docs

* docs

* extra import

* add confusion matrix

* add to docs

* add test

* pep8 + isort

* update tests

* move util function

* unify functional and class

* add to init

* remove old implementation

* update tests

* pep8

* add duplicate

* fix doctest

* Update pytorch_lightning/metrics/classification/confusion_matrix.py

Co-authored-by: Justus Schock <12886177+justusschock@users.noreply.github.com>

* changelog

* bullet point args

* bullet docs

* bullet docs

Co-authored-by: ananyahjha93 <ananya@pytorchlightning.ai>
Co-authored-by: Teddy Koker <teddy.koker@gmail.com>
Co-authored-by: Justus Schock <12886177+justusschock@users.noreply.github.com>
Co-authored-by: chaton <thomas@grid.ai>
Co-authored-by: Roger Shieh <55400948+s-rog@users.noreply.github.com>
Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>
2020-10-30 11:44:25 +01:00
William Falcon 09c2020a93
notices (#4118) 2020-10-13 07:18:07 -04:00
Ananya Harsh Jha ae8772490d
classification metrics (#4043)
* docs + precision + recall + f_beta + refactor

Co-authored-by: Teddy Koker <teddy.koker@gmail.com>

* rebase

Co-authored-by: Teddy Koker <teddy.koker@gmail.com>

* fixes

Co-authored-by: Teddy Koker <teddy.koker@gmail.com>

* added missing file

* docs

* docs

* extra import

Co-authored-by: Teddy Koker <teddy.koker@gmail.com>
2020-10-10 12:31:00 -04:00
Ananya Harsh Jha f76bc5254e
revamp entire metrics (#3868)
* removed metric

Co-authored-by: Teddy Koker <teddy.koker@gmail.com>

* added new metrics

Co-authored-by: Teddy Koker teddy.koker@gmail.com

* pep8

Co-authored-by: Teddy Koker teddy.koker@gmail.com

* pep8

Co-authored-by: Teddy Koker <teddy.koker@gmail.com>

* docs

Co-authored-by: Teddy Koker <teddy.koker@gmail.com>

* docs

Co-authored-by: Teddy Koker <teddy.koker@gmail.com>

* win ddp tests skip

Co-authored-by: Teddy Koker <teddy.koker@gmail.com>

* win ddp tests skip

Co-authored-by: Teddy Koker <teddy.koker@gmail.com>

* win ddp tests skip

Co-authored-by: Teddy Koker <teddy.koker@gmail.com>

* win ddp tests skip

Co-authored-by: Teddy Koker <teddy.koker@gmail.com>

* reset in compute, cache compute

Co-authored-by: Teddy Koker <teddy.koker@gmail.com>

* reduce_ops handling

Co-authored-by: Teddy Koker <teddy.koker@gmail.com>

* sync -> sync_dist, type annotations

Co-authored-by: Teddy Koker <teddy.koker@gmail.com>

* wip docs

Co-authored-by: Teddy Koker <teddy.koker@gmail.com>

* mean squared error

* docstring

* added mean ___ error metrics

* added mean ___ error metrics

* seperated files

* accuracy doctest

* gpu fix

* remove unnecessary mixin

* metric and accuracy docstring

Co-authored-by: Teddy Koker <teddy.koker@gmail.com>

* metric docs

Co-authored-by: Teddy Koker <teddy.koker@gmail.com>

* pep8, changelog

Co-authored-by: Teddy Koker <teddy.koker@gmail.com>

* refactor dist utils, pep8

* refactor dist utils, pep8

Co-authored-by: Teddy Koker <teddy.koker@gmail.com>
2020-10-06 17:03:24 -04:00