Download Latest Version MetaModules, TasksetSampler, Adapters _ LoRA, more examples and tutorials + removed dependency. source code.tar.gz (6.2 MB)
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Add Lightning interface, Backbone classes, new classifiers, and data utils. source code.tar.gz 2021-09-07 6.0 MB
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Add Lightning interface, Backbone classes, new classifiers, and data utils. source code.zip 2021-09-07 6.2 MB
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README.md 2021-09-07 692 Bytes
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v0.1.6

Added

  • PyTorch Lightning interface to MAML, ANIL, ProtoNet, MetaOptNet.
  • Automatic batcher for Lightning: l2l.data.EpisodicBatcher.
  • l2l.nn.PrototypicalClassifier and l2l.nn.SVMClassifier.
  • Add l2l.vision.models.WRN28.
  • Separate modules for CNN4Backbone, ResNet12Backbone, WRN28Backbones w/ pretrained weights.
  • Add l2l.data.OnDeviceDataset and implement device parameter for benchmarks.
  • (Beta) Add l2l.data.partition_task and l2l.data.InfiniteIterator.

Changed

  • Renamed and clarify dropout parameters for ResNet12.

Fixed

  • Improved support for 1D inputs in l2l.nn.KroneckerLinear. (@timweiland)
Source: README.md, updated 2021-09-07