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| import pytorch_lightning.metrics.functional as plm | |
| pred = torch.tensor([0, 1, 2, 3]) | |
| target = torch.tensor([0, 1, 2, 2]) | |
| # many popular classification metrics and more | |
| plm.accuracy(pred, target) | |
| plm.auc(pred, target) | |
| plm.auroc(pred, target) | |
| plm.average_precision(pred, target) | |
| plm.confusion_matrix(pred, target) | |
| plm.dice_score(pred, target) | |
| plm.f1_score(pred, target) | |
| ... | |
| # 20+ metrics |
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