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Add mean average precision metric for object detection #467

Merged
merged 196 commits into from
Oct 27, 2021
Merged

Add mean average precision metric for object detection #467

merged 196 commits into from
Oct 27, 2021

Commits on Jul 20, 2021

  1. add first, very rough draft

    @tkupek
    tkupek committed Jul 20, 2021
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Commits on Aug 19, 2021

  1. some basic cleanup and refactoring

    tobias-kupek-swarm committed Aug 19, 2021
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  3. Merge branch 'master' into mean-average-precision

    @tkupek
    tkupek authored Aug 19, 2021
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  4. move requirements

    @SkafteNicki
    SkafteNicki committed Aug 19, 2021
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  5. docs

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  6. changelog

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  7. conditional import

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  9. Update torchmetrics/image/map.py 

    Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
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    tkupek and SkafteNicki authored Aug 19, 2021
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  10. Update torchmetrics/image/map.py 

    Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
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    tkupek and SkafteNicki authored Aug 19, 2021
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  12. Update torchmetrics/image/map.py 

    Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
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    tkupek and SkafteNicki authored Aug 19, 2021
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  13. Update torchmetrics/image/map.py 

    Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
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    tkupek and SkafteNicki authored Aug 19, 2021
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  14. Update torchmetrics/image/map.py 

    Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
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    tkupek and SkafteNicki authored Aug 19, 2021
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  15. Update torchmetrics/image/map.py 

    Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
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  17. Update torchmetrics/image/map.py 

    Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
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    tkupek and SkafteNicki authored Aug 19, 2021
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  18. add missing dict import

    tobias-kupek-swarm committed Aug 19, 2021
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Commits on Aug 20, 2021

  1. add typing for preds and targets

    @tkupek
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  3. fix unittests for new input types

    tobias-kupek-swarm committed Aug 20, 2021
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Commits on Aug 24, 2021

  1. Merge branch 'master' into mean-average-precision

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Commits on Aug 25, 2021

  1. Update torchmetrics/image/map.py

    @tkupek
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Commits on Aug 26, 2021

  1. Merge branch 'master' into mean-average-precision

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  2. Merge branch 'master' into mean-average-precision

    @SkafteNicki
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  3. add init

    @SkafteNicki
    SkafteNicki committed Aug 26, 2021
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  4. fix docstring

    @SkafteNicki
    SkafteNicki committed Aug 26, 2021
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  5. input validation

    @SkafteNicki
    SkafteNicki committed Aug 26, 2021
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Commits on Aug 27, 2021

  1. dict

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  2. Merge branch 'master' into mean-average-precision

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  3. make private

    @SkafteNicki
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  4. typing

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  6. fix typing

    @SkafteNicki
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  7. Merge branch 'mean-average-precision' of https://github.com/tkupek/py… 

    …torchlightning-metrics into mean-average-precision
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  9. Merge branch 'master' into mean-average-precision

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Commits on Sep 3, 2021

  1. Merge branch 'master' into mean-average-precision

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  2. Merge branch 'master' into mean-average-precision

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Commits on Sep 4, 2021

  1. minor validation fixes

    tobias-kupek-swarm committed Sep 4, 2021
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  2. typing of single values in list

    tobias-kupek-swarm committed Sep 4, 2021
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Commits on Sep 5, 2021

  1. solve full dataset computation issue by caching predictions

    tobias-kupek-swarm committed Sep 5, 2021
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  2. attempt to fix issue with ddp caching

    tobias-kupek-swarm committed Sep 5, 2021
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  4. formatting

    tobias-kupek-swarm committed Sep 5, 2021
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  5. fix deepsource issues

    tobias-kupek-swarm committed Sep 5, 2021
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  7. fix typos

    tobias-kupek-swarm committed Sep 5, 2021
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  9. fix mypy typing

    @tkupek
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Commits on Sep 6, 2021

  1. Merge branch 'master' into mean-average-precision

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Commits on Sep 7, 2021

  1. rewrite mAP test to be aligned with pycocotools results

    tobias-kupek-swarm committed Sep 7, 2021
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  3. add missing docstrings and fix mypy

    tobias-kupek-swarm committed Sep 7, 2021
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  5. Merge branch 'master' into mean-average-precision

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  6. fix import

    tobias-kupek-swarm committed Sep 7, 2021
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  7. fix docstring and unittest

    tobias-kupek-swarm committed Sep 7, 2021
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  8. add additional tests for input checking

    tobias-kupek-swarm committed Sep 7, 2021
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  10. fix mypy type checking

    tobias-kupek-swarm committed Sep 7, 2021
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  11. fix mypy typing

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  13. fix deepsource issue

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  14. fix mypy

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Commits on Sep 12, 2021

  1. update dict keys, fix update docstring

    @tkupek
    tkupek committed Sep 12, 2021
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  2. fix map docstring on boxes format

    @tkupek
    tkupek committed Sep 12, 2021
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  3. Merge branch 'master' into mean-average-precision

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Commits on Sep 16, 2021

  1. fix update dict keys

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  2. Merge branch 'master' into mean-average-precision

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  3. fix mypy

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Commits on Sep 20, 2021

  1. roughly fix unittests to check ddp

    tobias-kupek-swarm committed Sep 20, 2021
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  2. refactor unittests for map

    tobias-kupek-swarm committed Sep 20, 2021
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  3. add TODO

    tobias-kupek-swarm committed Sep 20, 2021
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  4. fix atol

    tobias-kupek-swarm committed Sep 20, 2021
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  5. remove TODO

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  6. fix unittests for MAP metric

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  8. fix ddp_sync

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  9. some adjustments to metric class tester

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  11. fix dist_reduce_fx

    tobias-kupek-swarm committed Sep 20, 2021
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  12. fix box labels size comparison

    tobias-kupek-swarm committed Sep 20, 2021
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Commits on Sep 21, 2021

  1. fix deepsource antipattern

    tobias-kupek-swarm committed Sep 21, 2021
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  2. Merge branch 'master' into mean-average-precision

    @tkupek
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  3. Merge branch 'master' into mean-average-precision

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  4. add ValueError for not _PYCOCOTOOLS_AVAILABLE 

    Co-authored-by: Nicki Skafte <skaftenicki@gmail.com>
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    tkupek and SkafteNicki authored Sep 21, 2021
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  6. fix docstring

    tobias-kupek-swarm committed Sep 21, 2021
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  7. set compute_on_step default to False

    tobias-kupek-swarm committed Sep 21, 2021
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  8. Merge branch 'master' into mean-average-precision

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  9. adjusting PT 1.8.2

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  11. Merge branch 'master' into mean-average-precision

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  12. Merge branch 'master' into mean-average-precision

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Commits on Sep 24, 2021

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Commits on Sep 25, 2021

  1. Merge branch 'master' into mean-average-precision

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Commits on Sep 26, 2021

  1. fix class_mar_value variable naming

    tobias-kupek-swarm committed Sep 26, 2021
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  2. move input validation of box, label and score length to input_validator

    tobias-kupek-swarm committed Sep 26, 2021
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  3. refactor _get_coco_format to get rid of _is_pred

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  4. move box, scores, labels validation

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  6. Revert "move box, scores, labels validation" 

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    tobias-kupek-swarm committed Sep 26, 2021
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  7. re-implement box, scores, labels validation

    tobias-kupek-swarm committed Sep 26, 2021
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  8. move cocoeval outputs to debug logger

    tobias-kupek-swarm committed Sep 26, 2021
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  9. add type hints for update method

    tobias-kupek-swarm committed Sep 26, 2021
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  10. rename map_value to map and others

    tobias-kupek-swarm committed Sep 26, 2021
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  12. add mypy exception for tests

    tobias-kupek-swarm committed Sep 26, 2021
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  13. change validation from list to sequence

    tobias-kupek-swarm committed Sep 26, 2021
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  14. simplify init

    tobias-kupek-swarm committed Sep 26, 2021
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  15. fix deepsource for WriteToLog

    tobias-kupek-swarm committed Sep 26, 2021
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Commits on Sep 27, 2021

  1. remove unnecessary states

    tobias-kupek-swarm committed Sep 27, 2021
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  2. add more values to MAPMetricResults, extend tests

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  4. adjust docstring

    tobias-kupek-swarm committed Sep 27, 2021
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  5. fix typing

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  7. fix typing

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  9. fix deepsource python

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  10. move map to new detection package

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  12. refactor num_classes parameter

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  14. rename val_id to val_index

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  16. fix deepsource

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  18. fix docs

    tobias-kupek-swarm committed Sep 27, 2021
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  19. fix deepsource

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  20. Merge branch 'master' into mean-average-precision

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  21. add missing cpu transfer

    tobias-kupek-swarm committed Sep 27, 2021
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  22. Merge branch 'master' into mean-average-precision

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  23. add missing cpu transfer

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Commits on Sep 30, 2021

  1. Merge branch 'master' into mean-average-precision

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  2. Merge branch 'master' into mean-average-precision

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Commits on Oct 5, 2021

  1. Merge branch 'master' into mean-average-precision

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Commits on Oct 14, 2021

  1. Merge branch 'master' into mean-average-precision

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  3. change map_per_class and mar_100_per_class to tensor

    tobias-kupek-swarm committed Oct 14, 2021
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  5. change map metric return type to dict

    tobias-kupek-swarm committed Oct 14, 2021
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  7. deepsource fixes

    tobias-kupek-swarm committed Oct 14, 2021
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  8. change result dict keys

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  9. Merge branch 'master' into mean-average-precision

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Commits on Oct 15, 2021

  1. Update torchmetrics/detection/map.py 

    Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
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  2. Update torchmetrics/detection/map.py 

    Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
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  3. some fixes for generated docs

    tobias-kupek-swarm committed Oct 15, 2021
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  4. Update torchmetrics/detection/map.py 

    Co-authored-by: Adrian Wälchli <aedu.waelchli@gmail.com>
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    tkupek and awaelchli authored Oct 15, 2021
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  5. update docstring

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Commits on Oct 18, 2021

  1. some more docstring fixes

    tobias-kupek-swarm committed Oct 18, 2021
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  2. fix class_metrics argument and return type

    @tkupek
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Commits on Oct 19, 2021

  1. fix class metrics default return value

    tobias-kupek-swarm committed Oct 19, 2021
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Commits on Oct 20, 2021

  1. Merge branch 'master' into mean-average-precision

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Commits on Oct 21, 2021

  1. fix box format conversion to coco

    tobias-kupek-swarm committed Oct 21, 2021
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  3. fix torchvision import

    tobias-kupek-swarm committed Oct 21, 2021
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Commits on Oct 22, 2021

  1. Merge branch 'master' into mean-average-precision

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  2. Merge branch 'master' into mean-average-precision

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Commits on Oct 23, 2021

  1. Merge branch 'master' into mean-average-precision

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Commits on Oct 25, 2021

  1. fix tests

    @SkafteNicki
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  3. fix condition

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  4. fix testing

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  5. fix

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  7. prepare 0.6 RC

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  8. Merge branch 'master' into mean-average-precision

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  9. Merge branch 'master' into mean-average-precision

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Commits on Oct 26, 2021

  1. update

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Commits on Oct 27, 2021

  1. add sample 133 to have equal number of test samples

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  3. Merge branch 'master' into mean-average-precision

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  5. format

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  6. typing

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  7. ImportError

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  8. is instance

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  9. fix test

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  12. req. numpy

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  13. CI fix

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  14. test fix

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