Nicki Skafte
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bf7c28cd54
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[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>
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2020-12-04 22:42:23 +01:00 |
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Teddy Koker
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f2fa3c8256
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Add formulas and references to metrics docs (#4823)
* precision
* precision
* recall
* f beta
* confusion matrix
* mse
* mae
* msle
* expalained variance
* psnr
* ssim
* text fp fn tp
* accuracy
* wiki -> sklearn for confusion metrix link
* confusion matrix logging note
Co-authored-by: Roger Shieh <sh.rog@protonmail.ch>
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2020-11-25 09:05:30 +01:00 |
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Nicki Skafte
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e0b856c105
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[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>
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2020-10-30 11:44:25 +01:00 |