v0.3.2

What's Changed

• Implemented pNML Detector by @kkirchheim in #126
• Refactoring, API updates, improved Docs, Low-Level Optimization by @kkirchheim in #127
• Features/api modifications by @kkirchheim in #128
• Added gradient based detector abstraction by @kkirchheim in #129
• Added OpenMIBOOD Medical Imaging benchmark by @kkirchheim in #131

Full Changelog: v0.3.1...v0.3.2

v0.3.1

What's Changed

• Add codecov badges by @kkirchheim in #119
• Added binder demo by @kkirchheim in #120
• Implemented Caching for benchmarks by @kkirchheim in #121
• Fixed Docs by @kkirchheim in #122

Full Changelog: v0.3.0...v0.3.1

v0.3.0

What's Changed

• Add GradNormKL detector, improve test coverage, and modernize internals by @kkirchheim in #107
• Implemented GEN by @kkirchheim in #108
• Implemented RankFeat by @kkirchheim in #109
• Added Docs Logo by @kkirchheim in #110
• Added GMM based OOD detector by @kkirchheim in #111
• Added fDBD by @kkirchheim in #112
• Fixed Signatures, GMM scaling issue by @kkirchheim in #113
• Implement VRA Detector by @kkirchheim in #114
• Docs/detector reference table by @kkirchheim in #115
• Implemented NNGuide by @kkirchheim in #116
• Improved API by @kkirchheim in #117
• Improved Benchmarks by @kkirchheim in #118

Full Changelog: v0.2.3...v0.3.0

v0.2.3

What's Changed

• Fixed device mismatch in GradNorm, added example code and benchmark r… by @kkirchheim in #105
• Implement Neural Activation Coverage by @kkirchheim in #106

Full Changelog: v0.2.2...v0.2.3

v0.2.2

What's Changed

• docs: fix arxiv link, temperature -> temperature by @stephantul in #96
• Implemented Logit Norm by @kkirchheim in #98
• Implemented GradNorm by @kkirchheim in #100
• Implemented NCI by @kkirchheim in #102

New Contributors

• @stephantul made their first contribution in #96

Full Changelog: v0.2.1...v0.2.2

v0.2.1

What's Changed

• Added RoadAnomaly and Segment-me-if-you-can datasets by @tla93 in #80
• Improved Readme references by @tla93 in #82
• Fix Entropy Detector NaN values by @tla93 in #85
• Add -i to coverage commands to ignore warnings by @tla93 in #87
• Implemented AUTC metric by @tla93 in #88
• Added augmentation section to doc by @kkirchheim in #90
• Added SSB-hard, ImageNet-V2 and ImageNet-ES datasets by @tla93 in #91
• Fixed approximation error in AUTC metric with fixed thresholds by @tla93 in #94
• Added GRAM detector by @tla93 in #92
• Optimized VRAM usage of various detectors by @kkirchheim in #95

New Contributors

• @dkaizhang made their first contribution in #77

Full Changelog: v0.2.0...v0.2.1

v0.2.0

What's Changed

• Improved documentation by @kkirchheim in #64
• Added Fishyscapes Dataset @kkirchheim in #67
• Fixed label flip in SuMNIST by @kkirchheim in #69
• Added Lost and Found dataset @kkirchheim in #71
• Added COCO inpainting transformation by @tla93 in #65
• Fixed bug when using void label by @kkirchheim in #74
• Added margin loss function from scone by @amztc34283 in #75
• Added Virtual outlier synthesis by @tla93 in #62

New Contributors

• @amztc34283 made their first contribution in #75

Full Changelog: v0.1.9...v0.2.0

v0.1.9

What's Changed

• Fixing bug in Outlier Exposure by @kkirchheim in #53
• Implemented Multi-Layer Mahalanobis Detector by @kkirchheim in #56
• Added CIFAR100-GAN Dataset by @kkirchheim in #57

Full Changelog: v0.1.8...v0.1.9

v0.1.8

What's Changed

• Deactivated unittest for wiki datasets by @kkirchheim in #40
• Added a Logo by @kkirchheim in #41
• Improved Readme by @kkirchheim in #42
• Added SuMNIST by @kkirchheim in #43
• Improved metric calculation for segmentation by @kkirchheim in #44
• Updated readthedocs config by @kkirchheim in #46
• Added VOS loss and Detector by @tla93 in #47
• Implemented segmentation support for EnergyRegularization by @tla93 in #51

New Contributors

• @tla93 made their first contribution in #47

Full Changelog: v0.1.7...v0.1.8

v0.1.7

What's Changed

• Fixed wrong authors in citation by @kkirchheim in #32
• Removed libmr dependency by @kkirchheim in #34
• Fixed Failed MD5 Integrity Check by @GMW99 in #35

New Contributors

• @GMW99 made their first contribution in #35

Full Changelog: 0.1.6...v0.1.7