Граф коммитов

234 Коммитов

Автор SHA1 Сообщение Дата
Jirka ee0a3c7243 deepsource fix: Consider using `in` - PYL-R1714 2021-06-13 23:30:50 +02:00
Pranjal Datta 90743f0240
Add Mean Absolute Percentage Error (#248)
* initial code, test failing

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* increase requirement

* Apply suggestions from code review

* added docs+changelog and other review changes

* consistent shorted type hints

* fix tests

* remove arg

* minor merge fixes

* dep warning added to mean_rel_err

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Apply suggestions from code review

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* applied suggestions from code review

* update

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* added comments regarding test case fixes

* removed unused imports

* ,

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
2021-06-10 13:35:43 +00:00
deepsource-autofix[bot] a150ab1acd
Refactor unnecessary `else` / `elif` when `if` block has a `return` statement (#285)
* Refactor unnecessary `else` / `elif` when `if` block has a `return` statement

* Apply suggestions from code review

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

Co-authored-by: deepsource-autofix[bot] <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
2021-06-09 11:02:35 +00:00
deepsource-autofix[bot] 51a37b5239
Remove assert statement from non-test files (#279)
* Remove assert statement from non-test files

* Apply suggestions from code review

* Apply suggestions from code review

Co-authored-by: deepsource-autofix[bot] <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Justus Schock <12886177+justusschock@users.noreply.github.com>
2021-06-09 08:23:22 +00:00
deepsource-autofix[bot] 360e5b938c
Iterate dictionary directly (#283)
Co-authored-by: deepsource-autofix[bot] <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2021-06-09 08:56:51 +02:00
deepsource-autofix[bot] eceac93e26
Remove length check in favour of truthiness of the object (#281)
Co-authored-by: deepsource-autofix[bot] <62050782+deepsource-autofix[bot]@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2021-06-09 08:55:29 +02:00
deepsource-autofix[bot] 563fcdf376
Use literal syntax instead of function calls to create data structure (#280)
Co-authored-by: deepsource-autofix[bot] <62050782+deepsource-autofix[bot]@users.noreply.github.com>
2021-06-09 08:37:23 +02:00
Bhadresh Savani 6f0ef3b7ba
Added differentiability for metrics - 4/n (#253)
* added differentiability for metrics

* fixed typo

* fixed double function call

* fix tests + changelog

Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
2021-06-08 22:23:07 +00:00
Jirka Borovec ced37d9ca6
typing for is_differentiable (#277)
* typing for is_differentiable

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
2021-06-08 23:31:39 +02:00
Jirka 6cb444a6b0 typing for is_differentiable 2021-06-04 00:09:15 +02:00
Nicki Skafte febeb28898
Update docs on num_classes for AUROC, ROC and PrecisionRecallCurve (#272)
* update docs

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
2021-06-03 23:40:54 +02:00
Jirka d98ccf797d update pre-commit 2021-05-31 17:31:32 +02:00
thomas chaton b3f6d54366
[feat] Add `reset_forward_cache` to Metric (#260)
* add reset_forward_cache

* update + tests

* Update torchmetrics/metric.py

Co-authored-by: SkafteNicki <skaftenicki@gmail.com>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2021-05-31 10:29:09 +02:00
Johannes Pitz 233f0ebb60
Add RMSE option to MSE code (#249)
* Add RMSE option to MSE code

* Fix RMSE computation

* Move sqrt to compute

* Fix division by n_obs

* add tests

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
2021-05-19 19:56:25 +00:00
Nicki Skafte cda5dbd58c
Fix dtype incorrectly being reset (#243)
* update

* changelog

* Update CHANGELOG.md
2021-05-13 13:35:26 -07:00
Nicki Skafte a21eec54cb
Auroc error message (#244)
* update

* changelog

* Update CHANGELOG.md
2021-05-13 08:32:45 +00:00
Nicki Skafte 078671fa0b
Allow logit input in classification metrics (#200)
* remove checks

* accuracy fix

* fix docstring

* testing

* pep8

* docstring

* stat score

* hamming

* confusion_matrix

* Update CHANGELOG.md

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* fix tests

Co-authored-by: thomas chaton <thomas@grid.ai>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2021-05-12 13:06:03 -07:00
Justus Schock b3e42b9a93
fixing unsqueeze AUC (#242)
* Update auc.py

* Update test_auc.py

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Update test_auc.py

* tests

* Update CHANGELOG.md

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
2021-05-12 09:02:05 +00:00
Santiago Castro 683d091d65
Fix typo in Accuracy docstring (#240) 2021-05-11 08:22:02 +02:00
Maxim Grechkin 05c45a5565
Fix AUROC to take advantage of known order ahead of time (#230)
* Fix AUROC to take advantage of known order ahead of time

* changelog

Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
2021-05-06 08:44:51 +00:00
Nicki Skafte 33864db0c3
Fix concatenation of zero dim states (#229)
* fix

* changelog

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
2021-05-05 17:35:00 +00:00
Nicki Skafte b75beea58e
Add differentiability testing to more metrics [3/n] (#225)
* update

* Update CHANGELOG.md
2021-05-05 00:28:04 +02:00
Ihar 27bc28eb40
Added add_metrics method to MetricCollection (#221)
* added add_metrics method to MetricCollection

* changelog

Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2021-05-04 14:22:52 +00:00
Maxim Grechkin cb6899bb47
Fix gather_all_tensors (#220)
* fix gather_all_tensors

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* pep

* shortcut for simple cases

* add better test and fix gather

* format

* add changelog

* address comments

* pep8

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: jirka <jirka.borovec@seznam.cz>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2021-05-04 13:27:39 +00:00
thomas chaton 67ce961bb2
[bugfix] MetricCollection should return metrics with prefix on items(), keys() (#209)
* update

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* update print

* resolve flake8

* update

* CI: update pre-commit (#207)

* update pre-commit

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* Apply suggestions from code review

Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com>

* fix setup imports (#208)

* fix setup imports

* pkg

* chlog

* format

* update

* update

* check type

* update on comments

* update on comments

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com>
Co-authored-by: jirka <jirka.borovec@seznam.cz>
2021-05-04 10:01:16 +00:00
Maxim Grechkin 7a9e50a815
RFC: reduce allgather costs (#217)
* AUROC: reduce allgather costs

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* unused import

* A more intelligent implementation on the backend

* [pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

* pep8

* Update torchmetrics/metric.py

Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>

* check that a thing is a list

* changelog

* ssim

* spearman

* pearson

Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
2021-05-03 20:04:58 +00:00
Arvind Muralie df6e4bad9e
Add Specificity metric (#210)
* Added classification and functional for specificity. Also added tests

* Fixed the doctest errors and flake8 erro

* Removed deprecated arguments and updated docs

* Small change to docs

* Updated changelog

* Added test for differentiability

* Removed unused arguments

* Update CHANGELOG.md

* format

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
Co-authored-by: jirka <jirka.borovec@seznam.cz>
2021-05-03 18:14:54 +00:00
Nicki Skafte 8284657721
Warning on wrong call order (#164)
* fix

* remove space

* pep8

* fix tests

* changelog

* test

* update based on discussion

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2021-05-03 19:23:19 +02:00
thomas chaton 5510ccd99e
[bugfix] PSNR should use add_state (#214)
* update

* update

* update

* fix tests

Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
2021-04-30 18:21:30 +00:00
Maxim Grechkin 5cc3f1784b
Add logging for metrics usage (#216) 2021-04-30 14:11:24 +00:00
Bhadresh Savani c65af2cfb8
Changes for Test Differentiability [2/n] (#178)
* added changes for differentiability

* modified files

* indentation changes

* space changes

* modified test cases

* space changes

* flake8 fix

* added multiple out thing

* removed trailing spaces

* changelog

* Update CHANGELOG.md

* remove differentiability

Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
2021-04-30 15:43:59 +02:00
Maxim Grechkin 8d9c592408
Remove numpy dependency from the core library (#212)
* Remove numpy dependency

* add type

* pep

* doctest fix

* Add numpy to test requirements explicitly

* changelog

Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
2021-04-30 14:50:57 +02:00
Alan Du 263a4c7a65
Make torchmetrics PEP 561 compatible (#215) 2021-04-29 23:06:42 +02:00
hlin09 cceced613f
Loads metric states from state_dict (#202)
* load states

* load states from state dict

* changelog

* Apply suggestions from code review

Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>

* fomat

* fomat

Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: jirka <jirka.borovec@seznam.cz>
2021-04-27 12:16:46 +00:00
Maxim Grechkin d432d3dcad
Fix auc calculation and add tests (#197)
* fix auc calculation and add tests

* remove stable sort attempt

* Apply suggestions from code review

Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>

* Apply suggestions from code review

* prune

* Update torchmetrics/functional/classification/auc.py

* fix

* chlog

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
Co-authored-by: jirka <jirka.borovec@seznam.cz>
2021-04-26 16:50:17 +02:00
Nicki Skafte 2584345f00
Show must go on (#198)
* changelog

* ver

Co-authored-by: jirka <jirka.borovec@seznam.cz>
2021-04-23 16:04:10 +02:00
jirka d3058c4e60 v0.3.1 2021-04-22 00:09:44 +02:00
Jirka Borovec 383439c54e
deprecate is_multiclass (#194)
* deprecate is_multiclass

* isort
2021-04-22 00:06:37 +02:00
Jirka Borovec 4483658a34
cleaning last preds (#191) 2021-04-21 21:43:24 +02:00
Jirka Borovec dcdca511f8
revisit deprecation of is_multiclass (#193)
* revisit is_multiclass

* prune

* simple
2021-04-21 20:37:35 +02:00
Jirka Borovec e0f844c98b
fix compatibility to PL (#192)
* fix compatibility

* local

* flake8

* drop 3.6 min

* .
2021-04-21 13:55:09 +00:00
Jirka 5b7c40e6ae continue devel 2021-04-20 21:53:01 +02:00
Jirka db5a1a1aae test for _check_arg
relative
2021-04-20 20:53:51 +02:00
Nicki Skafte 1aab672251
Add postfix arg to MetricCollection (#188)
* postfix

* chglog

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
2021-04-20 19:38:52 +02:00
Jirka c1ae5ace2d v0.3.0 2021-04-20 13:07:16 +02:00
Nicki Skafte 7115789a17
Fix backward compatability for older versions of lightning (#182)
* imports

* add integration test

* fix

* format

* fix2

* format

Co-authored-by: Jirka <jirka.borovec@seznam.cz>
2021-04-20 09:32:00 +00:00
Jirka Borovec bc5f9a9543
allow MetricCollection with args (#176)
* allow MetricCollection with args

* format

* chlog
2021-04-19 08:56:58 +00:00
Maxim Grechkin 6116c45b49
make sure metriccollection is deterministic (#173)
* make sure metriccollection is deterministic

* chglog

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
2021-04-19 08:24:57 +00:00
Jirka Borovec 27a274c5df
rc1 2021-04-16 17:26:41 +02:00
arvindmuralie77 a31d619da4
Accuracy average (#166)
* Added accuracy and all related arguments in Accuracy class

* Added code for subset_accuracy argument

* Set mdmc_average with default value  and fixed some pep8 issues

* Added new tests for accuracy along with some minor modifications in to the accuracy class, created a new function in utilities for squeezing tensors

* Corrected wrong order of imports

* changelog

* Resolved mentioned issues

* fix isort

* fix cycle import

* remove unused import

* args

* Apply suggestions from code review

* Added test case for ValueError

* Apply suggestions from code review

* Added some more test cases

* Fixed a small issue

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
2021-04-16 17:25:55 +02:00
Maxim Grechkin 82eab8fc58
Fix metrics not being torch-scriptable due to new is_differentiable property (#172)
* Fix the metrics to make them scriptable again and make tests

* flake

* switch to correct ignore attribute
2021-04-15 09:30:27 +02:00
Alan Du da0017410c
Add AverageMeter implementation (#138)
* Add AverageMeter

* Fix type annotation to accomodate Python 3.6 bug

* Add tests

* Update changelog

* Add AverageMeter to docs

* fixup! Add AverageMeter to docs

* Code review comments

* Add tests for scalar case

* Fix behavior on PyTorch <1.8

* fixup! Add tests for scalar case

* fixup! fixup! Add tests for scalar case

* Update CHANGELOG.md

* Add Pearson correlation coefficient (#157)

* init files

* rest

* pep8

* changelog

* clamp

* suggestions

* rename

* format

* _sk_pearsonr

* inline

* fix sync

* fix tests

* fix docs

* Apply suggestions from code review

* Update torchmetrics/functional/regression/pearson.py

* atol

* update

* pep8

* pep8

* chlog

* .

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Jirka Borovec <jirka.borovec@seznam.cz>

* Spearman correlation coefficient (#158)

* ranking

* init files

* update

* nearly working

* fix tests

* pep8

* add docs

* fix doctests

* fix docs

* pep8

* isort

* ghlog

* Apply suggestions from code review

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>

* Added changes for Test Differentiability [1/n] (#154)

* added test changes

* fix style error

* fixed typo

* added changes for requires_grad

* metrics differentiability testing generalization

* Update tests/classification/test_accuracy.py

Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>

* fix tests

* pep8

* changelog

* fix docs

* fix tests

* pep8

* Apply suggestions from code review

Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>

* Binned PR-related metrics (#128)

* WIP: Binned PR-related metrics

* attempt to fix types

* switch to linspace to make old pytorch happy

* make flake happy

* clean up

* Add more testing, move test input generation to the approproate place

* bugfixes and more stable and thorough tests

* flake8

* Reuse python zip-based implementation as it can't be reproduced with torch.where/max

* address comments

* isort

* Add docs and doctests, make APIs same as non-binned versions

* pep8

* isort

* doctests likes longer title underlines :O

* use numpy's nan_to_num

* add atol to bleu tests to make them more stable

* atol=1e-2 for bleu

* add more docs

* pep8

* remove nlp test hack

* address comments

* pep8

* abc

* flake8

* remove typecheck

* chlog

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
Co-authored-by: Jirka Borovec <jirka.borovec@seznam.cz>

* version + about (#170)

* version + about

* flake8

* try

* .

* fix doc

* overload sig

* fix

* Different import style

Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Jirka Borovec <jirka.borovec@seznam.cz>
Co-authored-by: Bhadresh Savani <bhadreshpsavani@gmail.com>
Co-authored-by: Maxim Grechkin <maximsch2@gmail.com>
2021-04-14 18:51:58 +00:00
Jirka Borovec b26c20d6f8
version + about (#170)
* version + about

* flake8

* try

* .
2021-04-14 10:13:42 +02:00
Maxim Grechkin 41a8848106
Binned PR-related metrics (#128)
* WIP: Binned PR-related metrics

* attempt to fix types

* switch to linspace to make old pytorch happy

* make flake happy

* clean up

* Add more testing, move test input generation to the approproate place

* bugfixes and more stable and thorough tests

* flake8

* Reuse python zip-based implementation as it can't be reproduced with torch.where/max

* address comments

* isort

* Add docs and doctests, make APIs same as non-binned versions

* pep8

* isort

* doctests likes longer title underlines :O

* use numpy's nan_to_num

* add atol to bleu tests to make them more stable

* atol=1e-2 for bleu

* add more docs

* pep8

* remove nlp test hack

* address comments

* pep8

* abc

* flake8

* remove typecheck

* chlog

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
Co-authored-by: Jirka Borovec <jirka.borovec@seznam.cz>
2021-04-13 22:17:28 +00:00
Bhadresh Savani 9bc5b48694
Added changes for Test Differentiability [1/n] (#154)
* added test changes

* fix style error

* fixed typo

* added changes for requires_grad

* metrics differentiability testing generalization

* Update tests/classification/test_accuracy.py

Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>

* fix tests

* pep8

* changelog

* fix docs

* fix tests

* pep8

* Apply suggestions from code review

Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
2021-04-13 18:07:58 +00:00
Nicki Skafte f64a06bc18
Spearman correlation coefficient (#158)
* ranking

* init files

* update

* nearly working

* fix tests

* pep8

* add docs

* fix doctests

* fix docs

* pep8

* isort

* ghlog

* Apply suggestions from code review

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
2021-04-13 17:47:58 +00:00
Nicki Skafte b098efd9f5
Add Pearson correlation coefficient (#157)
* init files

* rest

* pep8

* changelog

* clamp

* suggestions

* rename

* format

* _sk_pearsonr

* inline

* fix sync

* fix tests

* fix docs

* Apply suggestions from code review

* Update torchmetrics/functional/regression/pearson.py

* atol

* update

* pep8

* pep8

* chlog

* .

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Jirka Borovec <jirka.borovec@seznam.cz>
2021-04-13 14:24:02 +00:00
Nicki Skafte ec239e00eb
Remove use of deepcopy (#163)
* deepcopy

* deepcopy

* changelog
2021-04-10 22:40:46 +00:00
Nicki Skafte a17ccb23d3
Fix to blau score (#165)
* nltk

* latest nltk

* chlog

Co-authored-by: Jirka Borovec <jirka.borovec@seznam.cz>
2021-04-09 08:43:49 +00:00
Jirka Borovec 935994c8d5 v0.3.0rc 2021-04-07 11:32:06 +02:00
Jirka Borovec 96ab7bd20e
rename args: is_multiclass -> multiclass (#162)
* rename args: is_multiclass -> multiclass

* chlog

* format
2021-04-07 11:25:51 +02:00
Luca Di Liello 92ea4d7620
Information Retrieval (5/5) (#160)
* init transition to standard metric interface for IR metrics

* fixed typo in dtypes checks

* removed IGNORE_IDX, refactored tests using

* added pep8 compatibility

* fixed np.ndarray to np.array

* remove lambda functions

* fixed typos with numpy dtype

* fixed typo in doc example

* fixed typo in doc examples about new indexes position

* added paramter to class testing to divide kwargs as preds and targets. Fixed typo in doc format

* added typo in doc example

* added typo with new parameter frament_kwargs in MetricTester

* added typo in .cpu() conversion of non-tensor values

* improved test coverage

* improved test coverage

* added check on Tensor class to avoid calling .cpu() on non-tensor values

* implemented functional ndcg

* improved doc and changed default values for 'empty_target_action' argument

* Implemented Normalized Discounted Cumulative Gain

* refactored tests lists

* refactoring and fixed pep8 compatibility

* formatting

* simple

* agrs

* format

* _sk

* fixed typo in tests

* updated tests experiments from tuple to dict

* fixed typo in doc

* chlog

* Update torchmetrics/functional/retrieval/ndcg.py

Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>

* moved dcg to global scope as _dcg

* Update torchmetrics/functional/retrieval/ndcg.py

* Update torchmetrics/functional/retrieval/ndcg.py

Co-authored-by: Jirka Borovec <jirka.borovec@seznam.cz>
Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
2021-04-06 19:20:48 +00:00
Luca Di Liello 12eea749f8
Information Retrieval (6/5) (#161)
* init transition to standard metric interface for IR metrics

* fixed typo in dtypes checks

* removed IGNORE_IDX, refactored tests using

* added pep8 compatibility

* fixed np.ndarray to np.array

* remove lambda functions

* fixed typos with numpy dtype

* fixed typo in doc example

* fixed typo in doc examples about new indexes position

* added paramter to class testing to divide kwargs as preds and targets. Fixed typo in doc format

* added typo in doc example

* added typo with new parameter frament_kwargs in MetricTester

* added typo in .cpu() conversion of non-tensor values

* improved test coverage

* improved test coverage

* added check on Tensor class to avoid calling .cpu() on non-tensor values

* improved doc and changed default values for 'empty_target_action' argument

* implemented fall-out

* refactored tests lists

* refactoring and fixed typos in tests

* formatting

* simple

* agrs

* format

* _sk

* fixed typo in tests

* updated tests experiments from tuple to dict

* fixed typo in doc

* Apply suggestions from code review

* chlog

* Update tests/retrieval/test_fallout.py

Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>

* Update torchmetrics/functional/retrieval/fall_out.py

Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>

* added metric link to wikipedia

Co-authored-by: Jirka Borovec <jirka.borovec@seznam.cz>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
2021-04-06 17:45:53 +00:00
Luca Di Liello 89acd4e973
Refactor Information Retrieval tests (#156)
* init transition to standard metric interface for IR metrics

* fixed typo in dtypes checks

* removed IGNORE_IDX, refactored tests using

* added pep8 compatibility

* fixed np.ndarray to np.array

* remove lambda functions

* fixed typos with numpy dtype

* fixed typo in doc example

* fixed typo in doc examples about new indexes position

* added paramter to class testing to divide kwargs as preds and targets. Fixed typo in doc format

* added typo in doc example

* added typo with new parameter frament_kwargs in MetricTester

* added typo in .cpu() conversion of non-tensor values

* improved test coverage

* improved test coverage

* added check on Tensor class to avoid calling .cpu() on non-tensor values

* improved doc and changed default values for 'empty_target_action' argument

* refactored tests lists

* formatting

* simple

* agrs

* format

* _sk

* fixed typo in tests

Co-authored-by: Jirka Borovec <jirka.borovec@seznam.cz>
2021-04-06 13:26:52 +00:00
Jirka Borovec 6b95f87203 formatting 2021-04-06 09:58:39 +02:00
Davide Fiocco fb0ee3ff05
Fix typo in docstrings (#151)
Co-authored-by: Davide Fiocco <davide.fiocco@frontiersin.org>
2021-03-30 20:54:29 +02:00
Luca Di Liello f06488faf7
Information Retrieval (4/5) (#146)
* implemented  metric for Information Retrieval

* updated changelog

* Apply suggestions from code review

* changed  parameter to

* fixed typo in pytest parameters

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
2021-03-30 14:29:30 +02:00
J. Sebastian Paez dfc4c380f7
Feature pre commit yaml (#145)
* added pre-commit yaml from PL

* added yapf and flake8 to pre-commit config

* manifest

* names

* formatting

Co-authored-by: Jirka Borovec <jirka.borovec@seznam.cz>
2021-03-30 10:46:24 +02:00
Nicki Skafte d1af80f606
Proper multilabel support for confmat (#134)
* multilabel

* multilabel

* remove

* Update CHANGELOG.md

* Update torchmetrics/classification/confusion_matrix.py

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>

* Update tests/classification/test_confusion_matrix.py

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>

* Update torchmetrics/functional/classification/confusion_matrix.py

* fix docstring

* revert

* Apply suggestions from code review

* Apply suggestions from code review

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
2021-03-29 23:23:01 +02:00
Maxim Grechkin 19b77cc2c2
Bugfix: reset should set clear _computed (#147)
* Bugfix: reset should set clear _computed

* changelog

* Update CHANGELOG.md

Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
2021-03-29 22:53:28 +02:00
victorjoos a4bc98c104
Adds indexing operation to Metric class (#142)
* Adds indexing operation to Metric class

* Adds documentation for indexing

* Fixes pep8 errors

* Apply suggestions from code review

* Apply suggestions from code review

* yapf

* changelog

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Jirka Borovec <jirka.borovec@seznam.cz>
Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
2021-03-29 12:11:41 +00:00
Nicki Skafte b7312a27f8
Add half precision testing [2/n] (#135)
* ssim

* explained_variance

* r2

* changelog

* minimum

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
2021-03-29 12:41:15 +01:00
Jirka Borovec 53d570158a
docs: fix example formatting (#144) 2021-03-29 12:56:27 +02:00
Luca Di Liello fb587af35d
Information Retrieval (3/5) (#139)
* implemented Precision (@K) for IR

* updated CHANGELOG, added doc, fixed typos

* Apply suggestions from code review

Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>

* fixed imports

* Apply suggestions from code review

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
2021-03-29 12:28:06 +02:00
Nicki Skafte 165cff0d22
Metric bootstrapper (#101)
* add bootstrapping

* tests

* pep8

* move args to init

* fix tests

* fix tests

* mypy

* remove pdb

* add bootstrapping

* tests

* pep8

* move args to init

* fix tests

* fix tests

* mypy

* remove pdb

* versions

* versions

* Update docs/source/references/modules.rst

Co-authored-by: thomas chaton <thomas@grid.ai>

* isort

* Apply suggestions from code review

* Update torchmetrics/wrappers/bootstrapping.py

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>

* update

* update

* add poisson

* pep8

* revert

* link

* isort

* roc changes remove

* fix

* fix tests

* pep8

* Apply suggestions from code review

* suggestions

Co-authored-by: Jirka Borovec <jirka.borovec@seznam.cz>
Co-authored-by: thomas chaton <thomas@grid.ai>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
2021-03-27 08:28:03 +00:00
Nicki Skafte 7a379e953f
Add half precision testing [1/n] (#77)
* add tests

* fix xfail

* fix tests

* fix docs

* change compare function

* suggestion

* fix versions

* Apply suggestions from code review

* changelog

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
2021-03-26 09:28:28 +00:00
Jirka Borovec 64f3c1219b v0.3.0dev 2021-03-25 22:26:00 +01:00
Luca Di Liello 70099eca9d
Information Retrieval (2/5) (#119)
* fixed typo in comments

* implemented Mean Reciprocal Rank. Added checks on input dtypes also to Mean Average Precision.

* fixed flask8 and isort compatibility

* added tests for MRR and refactored tests for MAP

* fixed flask8 compatibility

* added docs entries. added other arguments dtype checks

* moved docs entries to specific section

* added tests with wrong input dtypes

* improved test code coverage

* improved test code coverage

* improved test code coverage

* improved test code coverage

* moved constants to global, refactores and reordered tests

* fixed compatibility with torch 1.4.0 and improved error messages in tests

* implemented improvements requested by @SkafteNicki

* format

* separated retrieval metric test files and removed useless loops

* fix tests

* update CHANGELOG, implemented pytest.raises to check exceptions in tests

* restricted allowed dtypes for IR metrics and updated doc

* Apply suggestions from code review

* Apply suggestions from code review

Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>

* removed lightning seed_everything

* fixed code format

* fixed typo in doc

* changed  in

* fixed typos in doc

* fixed typos in doc and test on windows

* fixed typos in doc

* updated seeding fn

* fixed typo in tests regarding randomness

Co-authored-by: Jirka Borovec <jirka.borovec@seznam.cz>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
2021-03-25 20:42:18 +00:00
Ethan Harris 8e87d1bb4a
Add Hinge metric (#120)
* Hinge loss initial commit

* Hinge loss initial commit

* Add tests, squared arg, and class version

* Fix import order

* Add multiclass_mode argument and tests

* Add doc strings

* Add to docs

* Update CHANGELOG.md

* Fix doctest

* Add squeeze

* Fix docs

* Update tests

* Update mathin docstrings

* Change HingeLoss -> Hinge

* Change hinge_loss -> hinge

* Add multiclass_mode check to Hinge

* Apply suggestions from code review

* Add MulticlassMode enum

* Remove whitespace

* Fix import order

* Change loss / losses for measure / measures

* Update torchmetrics/classification/hinge.py

Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>

* Update torchmetrics/classification/hinge.py

Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>

* Update torchmetrics/classification/hinge.py

Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>

* Add comments

* Fix hanging test

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
2021-03-25 21:16:34 +01:00
Jirka Borovec 26eae3967d
Add testing agains each feat PT version (#127)
* draft

* update

* clean
2021-03-25 20:44:26 +01:00
Jirka Borovec b168272eaf
separate tests/integrations (#131)
* separate tests/integrations

* seed

* tests
2021-03-25 12:34:39 +01:00
Nicki Skafte 691b5d6eba
FBeta update (#111)
* update to statscore

* fix functional

* fix tests

* update

* fix tests

* formatting

* fix tests

* suggestions

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Jirka Borovec <jirka.borovec@seznam.cz>
2021-03-24 15:32:50 -04:00
Jirka Borovec 2bec25c159
fix link in canonical (#124) 2021-03-24 09:26:04 +00:00
Nicki Skafte 2af13fb1b3
Multilabel support in ROC (#114)
* multilabel_roc_supp

* formatting

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
2021-03-23 20:41:31 +00:00
Nicki Skafte fc6c8ef124
add micro (#110) 2021-03-23 17:43:24 +00:00
Nicki Skafte 536357ccb4
[New metric] Matthews corrcoef (#98)
* init implementation

* files

* move file

* init files

* docs

* fix tests

* pep8

* Update CHANGELOG.md

* isort
2021-03-23 17:39:14 +01:00
Jirka Borovec 84cd7ffc82
update docs after transfer (#118)
* update docs after transfer

* ..
2021-03-22 10:18:06 +01:00
Luca Di Liello 60c0eec495 Mean Average Precision metric for Information Retrieval (1/5) (PL^5032)
* init information retrieval metrics

* changed retrieval metrics names, expanded arguments and fixed typo

* added 'Retrieval' prefix to metrics and fixed conflict with already-present 'average_precision' file

* improved code formatting

* pep8 code compatibility

* features/implemented new Mean Average Precision metrics for Information Retrieval + doc

* fixed pep8 compatibility

* removed threshold parameter and fixed typo on types in RetrievalMAP and improved doc

* improved doc, put first class-specific args in RetrievalMetric and transformed RetrievalMetric in abstract class

* implemented tests for functional and class metric. fixed typo when input tensors are empty or when all targets are False

* fixed typos in doc and changed torch.true_divide to torch.div

* fixed typos pep8 compatibility

* fixed types in long division in ir_average_precision and example in mean_average_precision

* RetrievalMetric states are not lists and _metric method accepts predictions and targets for easier extension

* updated CHANGELOG file

* added '# noqa: F401' flag to not used imports

* added double space before '# noqa: F401' flag

* Update CHANGELOG.md

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>

* change get_mini_groups in get_group_indexes

* added checks on target inputs

* minor refactoring for code cleanness

* split tests over exception raising in separate function && refactored test code into multiple functions

* fixed pep8 compatibility

* implemented suggestions of @SkafteNicki

* fixed imports for isort and added types annontations to functions in test_map.py

* isort on test_map and fixed typing

* isort on retrieval and on __init__.py and utils.py in metrics package

* fixed typo in pytorch_lightning/metrics/__init__.py regarding code style

* fixed yapf compatibility

* fixed yapf compatibility

* fixed typo in doc

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
Co-authored-by: mergify[bot] <37929162+mergify[bot]@users.noreply.github.com>
2021-03-22 09:22:07 +01:00
Dipam Vasani 79548d5026 document exceptions for metrics/functional (PL^6273)
* document exceptions for metrics/functional

* Apply suggestions from code review

Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>

* Apply suggestions from code review

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>
Co-authored-by: Akihiro Nitta <nitta@akihironitta.com>
2021-03-22 09:22:07 +01:00
Dipam Vasani 4055f48848 Document exception for metrics/classification (PL^6190)
* document exception for metrics/classification

* minor formatting fixes

* fix trailing whitespaces

* document exception for metrics

* Apply suggestions from code review

Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>

* Apply suggestions from code review

Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>

* Apply suggestions from code review

Co-authored-by: Akihiro Nitta <nitta@akihironitta.com>

Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Akihiro Nitta <nitta@akihironitta.com>
2021-03-22 09:22:07 +01:00
Frankie Robertson 8cf27b9441 Fix when _stable_1d_sort to work when n >= N (PL^6177)
* Fix when _stable_1d_sort to work when n >= N

* Apply suggestions

Co-authored-by: Carlos Mocholi <carlossmocholi@gmail.com>
2021-03-22 09:22:07 +01:00
prajakta0111 def3709bdb document exceptions for metrics/regression (PL^6202)
Co-authored-by: Akihiro Nitta <nitta@akihironitta.com>
Co-authored-by: Prajakta Phadke <pphadke@iu.edu>
Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com>
2021-03-22 09:22:07 +01:00
Akihiro Nitta ed58afd931 Minor fixes/improvements in Metric docs (PL^6114)
* Fix wrong render

* Improve classification metrics docs

* Improve other domain metrics docs

* Change the structure level in the docs
2021-03-22 09:22:07 +01:00
Jirka Borovec 2e4cb70c46
refactor setup (#93)
* refactor setup

* info

* importing

* flake8
2021-03-19 14:38:56 +00:00
Jirka Borovec be89a1b731
Refactor & cleaning (#109)
* typos

* code

* format
2021-03-18 19:56:43 +00:00
Jirka Borovec a1e50ca62b
simplify Tensor import (#108)
* versions

* simplify Tensor

* simplify tensor

* yapf
2021-03-18 20:34:25 +01:00
Jirka Borovec 264cc6f41e
unify checks (#91) 2021-03-17 11:28:49 +00:00
Jirka Borovec 036d1c66fa
Prune deprecated (#92)
* deprecation

* notes
2021-03-17 16:26:01 +05:30
Nicki Skafte 02f0450de2
[New metric] CohenKappa (#69)
* cohen_kappa

* changelog

* pep8

* fix tests

* isort

* Update torchmetrics/functional/classification/cohen_kappa.py

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

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Justus Schock <12886177+justusschock@users.noreply.github.com>
2021-03-15 19:54:52 +00:00
thomasgaudelet 8002ddc58c
lightweight explained variance (#68)
* light explained variance

* fix

* fix

* update CHANGELOG.md

* Update CHANGELOG.md

Co-authored-by: thomasgaudelet <thomasgaudelet@github.com>
Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
2021-03-15 09:54:54 +00:00
Nicki Skafte c32d3e5efb
Add prefix arg to metric collection (#70)
* prefix arg

* prefix arg

* Apply suggestions from code review

* chlog

* add types

* fix doctest

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>
Co-authored-by: Jirka Borovec <jirka.borovec@seznam.cz>
2021-03-14 09:28:45 +01:00
Nicki Skafte 0b9553d8a0
changelog (#71) 2021-03-13 16:36:47 +00:00
Jirka Borovec e744119af9 v0.2.0 2021-03-11 16:04:18 +01:00
Jirka Borovec 218242adb2 more tests 2021-03-11 15:11:05 +01:00
Jirka Borovec 466148bc72
use pytest-cov (#44)
* use pytest-cov

* req

* auc
2021-03-11 11:35:28 +01:00
Jirka Borovec e66ee67ebb
add tests for uncovered functions (#43)
* data

* checks

* enum

* rand
2021-03-11 09:39:47 +00:00
Jirka Borovec 92e7b19913 v0.2.0rc3 2021-03-11 01:23:20 +01:00
Jirka Borovec d946faec9d v0.2.0rc2 2021-03-11 00:56:25 +01:00
Jirka Borovec 8d12f09e8b
update CI install (#39)
* update CI install

* tools

* init

* formatting
2021-03-11 00:33:24 +01:00
Jirka Borovec 2b6e7c1be3 v0.2.0rc1
disable docs deploy
2021-03-10 23:19:37 +01:00
Nicki Skafte 0638e89a4b
docs update (#34) 2021-03-10 11:08:29 +01:00
Jirka Borovec 73330e460f
Docs: update & larger Logo [wip] (#30)
* readme

* pruning

* pruning

* ci

* fix

* h1

* logos

* 3
2021-03-09 15:29:24 +00:00
Jirka Borovec 7b205c5e48
Docs update - add short intro (#28)
* overview >> details

* intro >> overview

* intro

* struct

* fix

* .

* details >> classification

* ...
2021-03-08 18:22:01 +00:00
Jirka Borovec 4dbf1e8408
fuse compositional (#25) 2021-03-05 11:39:13 +00:00
Nicki Skafte cdf58a1bd1
Refactor MetricCollection (#19)
* refactor

* chlog

* isort

* mypy

Co-authored-by: Jirka Borovec <jirka.borovec@seznam.cz>
2021-03-01 08:20:38 +00:00
Jirka Borovec 4ed7edf472 take over Apache-2.0 2021-02-24 12:05:16 +01:00
Jirka Borovec 6b1a9ccb92
drop PL dependency (#13)
* drop PL dependency

* copy needed PL methods

* move prints

* docs
2021-02-24 10:41:22 +00:00
Jirka Borovec ddb8c51a36 add copyrights 2021-02-24 09:14:30 +01:00
Jirka Borovec 00b99e5371
Refactor fuctionals (#16)
* func - classif

* func - classif

* move checks

* formatting

* duplicates
2021-02-24 01:10:06 +00:00
Jirka Borovec f9b3820f62
Refactor utilities (#14)
* refactor utils

* isort
2021-02-24 00:16:46 +00:00
Jirka Borovec 699f88f08e
prune deprecated for PL 1.4 (#15) 2021-02-23 23:34:52 +00:00
Jirka Borovec 5f57794ced
prune deprecated metrics (#12) 2021-02-23 21:29:41 +00:00
Jirka Borovec c8ee853432
add base testing (#11)
* add base testing

* move test

* ...
2021-02-23 21:05:44 +00:00
Jirka Borovec 55edecbbfe
Docs: general update (#10)
* restructure

* config

* transfer

* yapf
2021-02-23 17:03:00 +01:00
Teddy Koker 73672f92e7 rm sample module (#8)
(cherry picked from commit 4071ba78b7)
2021-02-22 10:44:25 +01:00
Jirka Borovec 62a5f4eac8 apply isort 2021-02-22 10:44:25 +01:00
Jirka Borovec e11a419c68 mypy 2021-02-22 10:43:07 +01:00
Jirka Borovec fd1c11e26e flake8 2021-02-22 10:18:09 +01:00
Teddy Koker d00b73c9ec Fix hanging tests & resolve docs (#5)
* blank

* comment out test accuracy

* temp change ci test

* CI

* docs

* docs

* Apply suggestions from code review

Co-authored-by: Jirka Borovec <jirka.borovec@seznam.cz>
Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>

(cherry picked from commit a1b242b501)
2021-02-22 10:18:09 +01:00
Jirka Borovec e61d035450 v0.1.0 2021-02-22 10:18:09 +01:00
Jirka Borovec f9553d4262 update install & tests & requirements
* update requirements

* tests

* install

* CI

(cherry picked from commit bdab86dda6)
2021-02-22 10:18:07 +01:00
Jirka Borovec 8f7c8184e2 pytorch_lighting.metrics -> torchmetrics 2021-02-22 09:59:54 +01:00
Jirka Borovec 6b0656d2e8 pypi 2021-01-04 22:46:03 +01:00
Jirka Borovec 54965794f7 set torchmetrics 2020-12-22 21:23:55 +01:00