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Catalyst 20.08
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@Scitator Scitator released this 20 Dec 10:09
· 412 commits to master since this release
v20.08
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Learn about vigilant mode.

[20.08] - 2020-08-09

Added

  • CMCScoreCallback (#880)
  • kornia augmentations BatchTransformCallback (#862)
  • average_precision and mean_average_precision metrics (#883)
  • MultiLabelAccuracyCallback, AveragePrecisionCallback and MeanAveragePrecisionCallback callbacks (#883)
  • minimal examples for multiclass and multilabel classification (#883)
  • experimental TPU support (#893)
  • add Imagenette, Imagewoof, and Imagewang datasets (#902)
  • IMetricCallback, IBatchMetricCallback, ILoaderMetricCallback, BatchMetricCallback, LoaderMetricCallback abstractions (#897)
  • HardClusterSampler inbatch sampler (#888)

Changed

  • all registries merged to one catalyst.registry (#883)
  • mean_average_precision logic merged with average_precision (#897)
  • all imports moved to absolute (#905)
  • catalyst.contrib.data merged to catalyst.data (#905)
  • {breaking} Catalyst transform ToTensor was renamed to ImageToTensor (#905)
  • TracerCallback moved to catalyst.dl (#905)
  • ControlFlowCallback, PeriodicLoaderCallback moved to catalyst.core (#905)

Removed

  • average_accuracy and mean_average_accuracy metrics (#883)
  • MultiMetricCallback abstraction (#897)

Fixed

  • utils.tokenize_text typo with punctuation (#880)
  • ControlFlowCallback logic (#892)
  • docs (#897)
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