From 68ba46d0748f8866ddd3c975760eebc3cf46e583 Mon Sep 17 00:00:00 2001
From: aloctavodia <aloctavodia@gmail.com>
Date: Wed, 17 Nov 2021 10:25:59 +0200
Subject: [PATCH] update release notes

---
 RELEASE-NOTES.md | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/RELEASE-NOTES.md b/RELEASE-NOTES.md
index 6d58c0adca1..a707c0e4d91 100644
--- a/RELEASE-NOTES.md
+++ b/RELEASE-NOTES.md
@@ -86,8 +86,9 @@ This includes API changes we did not warn about since at least `3.11.0` (2021-01
 - `pm.DensityDist` can now accept an optional `logcdf` keyword argument to pass in a function to compute the cummulative density function of the distribution (see [5026](https://github.com/pymc-devs/pymc/pull/5026)).
 - `pm.DensityDist` can now accept an optional `get_moment` keyword argument to pass in a function to compute the moment of the distribution (see [5026](https://github.com/pymc-devs/pymc/pull/5026)).
 - New features for BART:
-  -  Added linear response, increased number of trees fitted per step [5044](https://github.com/pymc-devs/pymc3/pull/5044).
-  -  Added partial dependence plots and individual conditional expectation plots [5091](https://github.com/pymc-devs/pymc3/pull/5091).
+  - Added linear response, increased number of trees fitted per step [5044](https://github.com/pymc-devs/pymc3/pull/5044).
+  - Added partial dependence plots and individual conditional expectation plots [5091](https://github.com/pymc-devs/pymc3/pull/5091).
+  - Modify how particle weights are computed. This imporves accuracy of the modeled function (see [5177](https://github.com/pymc-devs/pymc3/pull/5177)).
 - `pm.Data` now passes additional kwargs to `aesara.shared`. [#5098](https://github.com/pymc-devs/pymc/pull/5098)
 - ...