Pytorch-ood

Latest version: v0.2.1

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0.2.1

What's Changed

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

New Contributors
* dkaizhang made their first contribution in https://github.com/kkirchheim/pytorch-ood/pull/77

**Full Changelog**: https://github.com/kkirchheim/pytorch-ood/compare/v0.2.0...v0.2.1

0.2.0

What's Changed
* Improved documentation by kkirchheim in https://github.com/kkirchheim/pytorch-ood/pull/64
* Added Fishyscapes Dataset kkirchheim in https://github.com/kkirchheim/pytorch-ood/pull/67
* Fixed label flip in SuMNIST by kkirchheim in https://github.com/kkirchheim/pytorch-ood/pull/69
* Added Lost and Found dataset kkirchheim in https://github.com/kkirchheim/pytorch-ood/pull/71
* Added COCO inpainting transformation by tla93 in https://github.com/kkirchheim/pytorch-ood/pull/65
* Fixed bug when using void label by kkirchheim in https://github.com/kkirchheim/pytorch-ood/pull/74
* Added margin loss function from scone by amztc34283 in https://github.com/kkirchheim/pytorch-ood/pull/75
* Added Virtual outlier synthesis by tla93 in https://github.com/kkirchheim/pytorch-ood/pull/62

New Contributors
* amztc34283 made their first contribution in https://github.com/kkirchheim/pytorch-ood/pull/75

**Full Changelog**: https://github.com/kkirchheim/pytorch-ood/compare/v0.1.9...v0.2.0

0.1.9

What's Changed
* Fixing bug in Outlier Exposure by kkirchheim in https://github.com/kkirchheim/pytorch-ood/pull/53
* Implemented Multi-Layer Mahalanobis Detector by kkirchheim in https://github.com/kkirchheim/pytorch-ood/pull/56
* Added CIFAR100-GAN Dataset by kkirchheim in https://github.com/kkirchheim/pytorch-ood/pull/57

**Full Changelog**: https://github.com/kkirchheim/pytorch-ood/compare/v0.1.8...v0.1.9

0.1.8

What's Changed

* Deactivated unittest for wiki datasets by kkirchheim in https://github.com/kkirchheim/pytorch-ood/pull/40
* Added a Logo by kkirchheim in https://github.com/kkirchheim/pytorch-ood/pull/41
* Improved Readme by kkirchheim in https://github.com/kkirchheim/pytorch-ood/pull/42
* Added SuMNIST by kkirchheim in https://github.com/kkirchheim/pytorch-ood/pull/43
* Improved metric calculation for segmentation by kkirchheim in https://github.com/kkirchheim/pytorch-ood/pull/44
* Updated readthedocs config by kkirchheim in https://github.com/kkirchheim/pytorch-ood/pull/46
* Added VOS loss and Detector by tla93 in https://github.com/kkirchheim/pytorch-ood/pull/47
* Implemented segmentation support for EnergyRegularization by tla93 in https://github.com/kkirchheim/pytorch-ood/pull/51

New Contributors
* tla93 made their first contribution in https://github.com/kkirchheim/pytorch-ood/pull/47

**Full Changelog**: https://github.com/kkirchheim/pytorch-ood/compare/v0.1.7...v0.1.8

0.1.7

What's Changed
* Fixed wrong authors in citation by kkirchheim in https://github.com/kkirchheim/pytorch-ood/pull/32
* Removed libmr dependency by kkirchheim in https://github.com/kkirchheim/pytorch-ood/pull/34
* Fixed Failed MD5 Integrity Check by GMW99 in https://github.com/kkirchheim/pytorch-ood/pull/35

New Contributors
* GMW99 made their first contribution in https://github.com/kkirchheim/pytorch-ood/pull/35

**Full Changelog**: https://github.com/kkirchheim/pytorch-ood/compare/0.1.6...v0.1.7

0.1.6

What's Changed
* Added NINCO dataset, minor fixes by kkirchheim in https://github.com/kkirchheim/pytorch-ood/pull/24
* Fixed device mismatch in knn detector by kkirchheim in https://github.com/kkirchheim/pytorch-ood/pull/27
* Fixed missing subset in Fooling Images by kkirchheim in https://github.com/kkirchheim/pytorch-ood/pull/28
* Fixed Bug in Temperature Scaling
* Improved MCD Implementation and Documentation
* Updated README

**Full Changelog**: https://github.com/kkirchheim/pytorch-ood/compare/0.1.5...0.1.6

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