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Update CHANGELOG
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josevalim committed May 28, 2024
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### Enhancements

* Add LargeVis for visualization of large-scale and high-dimensional data in a low-dimensional (typically 2D or 3D) space
* Add KDTree and RandomForestTree
* Add Hierarchical Clustering
* Add `Scholar.Neighbors.KDTree` and `Scholar.Neighbors.RandomForestTree`
* Add `Scholar.Metrics.Neighbors`
* Add `Scholar.Linear.BayesianRidgeRegression`
* Add `Scholar.Cluster.Hierarchical`
* Add `Scholar.Manifold.Trimap`
* Add Mean Pinball Loss function
* Add Matthews Correlation Coefficient function
* Add D2 Tweedie Score function
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* Default Affinity Propagation preference to `reduce_min` and make it customizable
* Move preprocessing functionality to their own modules with `fit` and `fit_transform` callbacks

### Breaking changes

* Split `KNearestNeighbors` into `KNNClassifier` and `KNNRegressor` with custom algorithm support

## v0.2.1 (2023-08-30)

### Enhancements
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