From 2493110ade5151e565086a79a97e1210634cab15 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Jos=C3=A9=20Valim?= <jose.valim@dashbit.co>
Date: Tue, 28 May 2024 13:51:31 +0200
Subject: [PATCH] Update CHANGELOG

---
 CHANGELOG.md | 11 +++++++++--
 1 file changed, 9 insertions(+), 2 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 1c79ff3a..27adb74b 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,8 +5,11 @@
 ### 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
@@ -18,6 +21,10 @@
   * 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