Minor patch release

[0.3.2] - 2021-05-10

Added

• Added is_differentiable property:
  • To AUC, AUROC, CohenKappa and AveragePrecision (#178)
  • To PearsonCorrCoef, SpearmanCorrcoef, R2Score and ExplainedVariance (#225)

Changed

• MetricCollection should return metrics with prefix on items(), keys() (#209)
• Calling compute before update will now give an warning (#164)

Removed

• Removed numpy as dependency (#212)

Fixed

• Fixed auc calculation and add tests (#197)
• Fixed loading persisted metric states using load_state_dict() (#202)
• Fixed PSNR not working with DDP (#214)
• Fixed metric calculation with unequal batch sizes (#220)
• Fixed metric concatenation for list states for zero-dim input (#229)
• Fixed numerical instability in AUROC metric for large input (#230)

Contributors

@bhadreshpsavani, @hlin09, @maximsch2, @SkafteNicki, @tchaton

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