Issue Planning

Data flow

• Test-Time Augmentation (https://github.com/skorch-dev/skorch/issues/362)
• torch IterableDataset not fully supported (https://github.com/skorch-dev/skorch/issues/594)
• torchvision transform wrapper (https://github.com/skorch-dev/skorch/issues/543)

Performance

Mixed precision training

• https://github.com/skorch-dev/skorch/issues/429
• https://github.com/skorch-dev/skorch/issues/611

sklearn API

• Adding NeuralNetTransformer (https://github.com/skorch-dev/skorch/issues/482)
• ADABoosting (https://github.com/skorch-dev/skorch/issues/601)

torch API

• torch IterableDataset not fully supported (https://github.com/skorch-dev/skorch/issues/594)

More exotic models

• A good way to make adverserial models work (https://github.com/skorch-dev/skorch/issues/295)
• Multiple criteria (https://github.com/skorch-dev/skorch/issues/245)
• Adding NeuralNetTransformer (https://github.com/skorch-dev/skorch/issues/482)
• Triplet loss woes (https://github.com/skorch-dev/skorch/pull/493)

Usability

• Support Ctrl+C in TrainEndCheckpoint (https://github.com/skorch-dev/skorch/issues/387)
• Disable caching in scoring when using user supplied functions (https://github.com/skorch-dev/skorch/issues/394)
• Introduce .to() or other way to move from GPU (https://github.com/skorch-dev/skorch/issues/553)
• device=auto (https://github.com/skorch-dev/skorch/issues/576)