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releasing 1.3.0
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Diff for: CHANGELOG.md

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**Note: we move fast, but still we preserve 0.1 version (one feature release) back compatibility.**
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## [UnReleased] - 2023-MM-DD
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### Added
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- Added utility functions in `segmentation.utils` for future segmentation metrics ([#2105](https://github.com/Lightning-AI/torchmetrics/pull/2105))
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## [1.3.0] - 2024-01-10
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### Added
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- Added more tokenizers for `SacreBLEU` metric ([#2068](https://github.com/Lightning-AI/torchmetrics/pull/2068))
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- Added `average` argument to multiclass versions of `PrecisionRecallCurve` and `ROC` ([#2084](https://github.com/Lightning-AI/torchmetrics/pull/2084))
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- Added confidence scores when `extended_summary=True` in `MeanAveragePrecision` ([#2212](https://github.com/Lightning-AI/torchmetrics/pull/2212))
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- Added support for logging `MultiTaskWrapper` directly with lightnings `log_dict` method ([#2213](https://github.com/Lightning-AI/torchmetrics/pull/2213))
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- Added `aggregate` argument to retrieval metrics ([#2220](https://github.com/Lightning-AI/torchmetrics/pull/2220))
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- Added `FeatureShare` wrapper to share submodules containing feature extractors between metrics ([#2120](https://github.com/Lightning-AI/torchmetrics/pull/2120))
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- Added `SpatialDistortionIndex` metric to image domain ([#2260](https://github.com/Lightning-AI/torchmetrics/pull/2260))
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- Added `CriticalSuccessIndex` metric to image subpackage ([#2257](https://github.com/Lightning-AI/torchmetrics/pull/2257))
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- Added `Spatial Correlation Coefficient` to image subpackage ([#2248](https://github.com/Lightning-AI/torchmetrics/pull/2248))
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- Added new metrics to image domain:
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* `SpatialDistortionIndex` ([#2260](https://github.com/Lightning-AI/torchmetrics/pull/2260))
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* Added `CriticalSuccessIndex` ([#2257](https://github.com/Lightning-AI/torchmetrics/pull/2257))
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* `Spatial Correlation Coefficient` ([#2248](https://github.com/Lightning-AI/torchmetrics/pull/2248))
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- Added `average` argument to multiclass versions of `PrecisionRecallCurve` and `ROC` ([#2084](https://github.com/Lightning-AI/torchmetrics/pull/2084))
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- Added confidence scores when `extended_summary=True` in `MeanAveragePrecision` ([#2212](https://github.com/Lightning-AI/torchmetrics/pull/2212))
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- Added `RetrievalAUROC` metric ([#2251](https://github.com/Lightning-AI/torchmetrics/pull/2251))
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- Added `aggregate` argument to retrieval metrics ([#2220](https://github.com/Lightning-AI/torchmetrics/pull/2220))
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- Added utility functions in `segmentation.utils` for future segmentation metrics ([#2105](https://github.com/Lightning-AI/torchmetrics/pull/2105))
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### Changed
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- Changed minimum supported Pytorch version from 1.8 to 1.10 ([#2145](https://github.com/Lightning-AI/torchmetrics/pull/2145))
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- Changed x-/y-axis order for `PrecisionRecallCurve` to be consistent with scikit-learn ([#2183](https://github.com/Lightning-AI/torchmetrics/pull/2183))
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### Deprecated
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- Deprecated `metric._update_called` ([#2141](https://github.com/Lightning-AI/torchmetrics/pull/2141))
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- Deprecated `specicity_at_sensitivity` in favour of `specificity_at_sensitivity` ([#2199](https://github.com/Lightning-AI/torchmetrics/pull/2199))
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### Removed
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### Fixed
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- Fixed support for half precision + CPU in metrics requiring topk operator ([#2252](https://github.com/Lightning-AI/torchmetrics/pull/2252))
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- Fixed warning incorrectly being raised in `Running` metrics ([#2256](https://github.com/Lightning-AI/torchmetrics/pull/2265))
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- Fixed integration with custom feature extractor in `FID` metric ([#2277](https://github.com/Lightning-AI/torchmetrics/pull/2277))
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## [1.2.1] - 2023-11-30
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- Fixed bug in `CosineSimilarity` where 2d is expected but 1d input was given ([#2241](https://github.com/Lightning-AI/torchmetrics/pull/2241))
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- Fixed bug in `MetricCollection` when using compute groups and `compute` is called more than once ([#2211](https://github.com/Lightning-AI/torchmetrics/pull/2211))
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## [1.2.0] - 2023-09-22
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### Added
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- `DaviesBouldinScore` ([#2071](https://github.com/Lightning-AI/torchmetrics/pull/2071))
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- Added `backend` argument to `MeanAveragePrecision` ([#2034](https://github.com/Lightning-AI/torchmetrics/pull/2034))
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## [1.1.2] - 2023-09-11
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- Added `CLIPImageQualityAssessment` to multimodal package ([#1931](https://github.com/Lightning-AI/torchmetrics/pull/1931))
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- Added new property `metric_state` to all metrics for users to investigate currently stored tensors in memory ([#2006](https://github.com/Lightning-AI/torchmetrics/pull/2006))
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## [1.0.3] - 2023-08-08
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- Fixed number of bugs related to `average="macro"` in classification metrics ([#1821](https://github.com/Lightning-AI/torchmetrics/pull/1821))
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- Fixed off-by-one issue when `ignore_index = num_classes + 1` in Multiclass-jaccard ([#1860](https://github.com/Lightning-AI/torchmetrics/pull/1860))
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## [0.11.4] - 2023-03-10
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- Fixed precision bug in `pairwise_euclidean_distance` ([#1352](https://github.com/Lightning-AI/metrics/pull/1352))
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## [0.10.3] - 2022-11-16
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- Fixed bug in `ClasswiseWrapper` such that `compute` gave wrong result ([#1225](https://github.com/Lightning-AI/metrics/pull/1225))
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- Fixed synchronization of empty list states ([#1219](https://github.com/Lightning-AI/metrics/pull/1219))
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## [0.9.3] - 2022-08-22
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- Fixed default value for `mdmc_average` in `Accuracy` ([#1036](https://github.com/Lightning-AI/metrics/pull/1036))
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- Fixed missing copy of property when using compute groups in `MetricCollection` ([#1052](https://github.com/Lightning-AI/metrics/pull/1052))
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## [0.8.2] - 2022-05-06
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- Added `reset_real_features` argument image quality assessment metrics ([#722](https://github.com/Lightning-AI/metrics/pull/722))
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- Added new keyword argument `compute_on_cpu` to all metrics ([#867](https://github.com/Lightning-AI/metrics/pull/867))
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- Made `num_classes` in `jaccard_index` a required argument ([#853](https://github.com/Lightning-AI/metrics/pull/853), [#914](https://github.com/Lightning-AI/metrics/pull/914))
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- Fixed `BestScore` on GPU ([#912](https://github.com/Lightning-AI/metrics/pull/912))
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- Fixed Lsum computation for `ROUGEScore` ([#944](https://github.com/Lightning-AI/metrics/pull/944))
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## [0.7.3] - 2022-03-23
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- Fixed MetricCollection kwargs filtering when no `kwargs` are present in update signature ([#707](https://github.com/Lightning-AI/metrics/pull/707))
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## [0.6.2] - 2021-12-15
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- Fixed `SSIM` metric using too much memory ([#539](https://github.com/Lightning-AI/metrics/pull/539))
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- Fixed bug where `device` property was not properly update when metric was a child of a module (#542)
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## [0.5.1] - 2021-08-30
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- Fixed that `_forward_cache` and `_computed` attributes are also moved to the correct device if metric is moved ([#413](https://github.com/Lightning-AI/metrics/pull/413))
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- Fixed calculation in `IoU` metric when using `ignore_index` argument ([#328](https://github.com/Lightning-AI/metrics/pull/328))
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## [0.4.1] - 2021-07-05
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- Fixed `dtype` of modular metrics after reset has been called ([#243](https://github.com/Lightning-AI/metrics/pull/243))
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- Fixed calculation in `matthews_corrcoef` to correctly match formula ([#321](https://github.com/Lightning-AI/metrics/pull/321))
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## [0.3.2] - 2021-05-10
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- Fixed to Blau score ([#165](https://github.com/Lightning-AI/metrics/pull/165))
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- Fixed backwards compatibility for logging with older version of pytorch-lightning ([#182](https://github.com/Lightning-AI/metrics/pull/182))
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## [0.2.0] - 2021-03-12
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- Removed deprecated metrics from PL base ([#12](https://github.com/Lightning-AI/metrics/pull/12),
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## [0.1.0] - 2021-02-22
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Diff for: src/torchmetrics/__about__.py

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__version__ = "1.3.0dev"
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__version__ = "1.3.0"
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__author__ = "Lightning-AI et al."
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__author_email__ = "[email protected]"
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__license__ = "Apache-2.0"

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