v0.8.2

What's Changed

• feat: add GPU patch augmentation, dataset preprocessing, and augmenta… by @skaliy in #67
• feat: add preprocessed mode to PatchConfig, preserve original columns… by @skaliy in #68

Full Changelog: v0.8.1...v0.8.2

v0.8.1

What's Changed

• Dev by @skaliy in #66

Full Changelog: v0.8.0...v0.8.1

v0.8.0

What's Changed

• feat: add dataset caching/fingerprinting, improve MLflow artifact man… by @skaliy in #63
• feat: add TTA, EMA checkpointing, RandomAnisotropy; bump to 0.8.0 by @skaliy in #64
• feat: add patch_size divisibility warning, improve MLflow checkpoint … by @skaliy in #65

Full Changelog: v0.7.0...v0.8.0

v0.7.0

What's Changed

• refactor: remove SpatialPad, ensure patch size fits all volumes by @skaliy in #60
• feat: add show_batch for patch DataLoaders, improve MLflow logging, a… by @skaliy in #61
• chore: bump version to 0.7.0 and run nbdev_prepare by @skaliy in #62

Full Changelog: v0.6.1...v0.7.0

v0.6.1

What's Changed

• feat: add SpatialPad transform and automatic padding for patch-based … by @skaliy in #58
• refactor: simplify transform encodes by removing complex handling by @skaliy in #59

Full Changelog: v0.6.0...v0.6.1

0.6.0

What's Changed

• Dev by @skaliy in #53
• Dev by @skaliy in #54
• Dev by @skaliy in #56
• feat: add RandomCutout augmentation and enhance utils by @skaliy in #57

Full Changelog: v0.5.4.0...v0.6.0

v0.5.4.0

What's Changed

• Dev by @skaliy in #49
• feat: add RandomIntensityScale transform and improve metrics by @skaliy in #50
• feat: add vision_patch module for patch-based 3D segmentation by @skaliy in #51
• refactor: replace np.nanmean with torch.nanmean in metrics by @skaliy in #52

Full Changelog: v0.5.3.1...v0.5.4.0

v0.5.3.1

What's Changed

• Dev by @skaliy in #48

Full Changelog: v0.5.3...v0.5.3.1

v0.5.3

What's Changed

• fix: update imagedata to 3.8.14 by @skaliy in #46
• Dev by @skaliy in #47

v0.5.2

What's Changed

• chore: update branch references by @skaliy in #44
• Dev by @skaliy in #45

Full Changelog: v0.5.1...v0.5.2