From a095e58e6ea46ed45e7a62b0db92c5743b474dd8 Mon Sep 17 00:00:00 2001
From: Renee Ti Chou <28791315+RTChou@users.noreply.github.com>
Date: Wed, 7 Aug 2024 05:29:11 -0400
Subject: [PATCH] Fix #2036 (#2115)

---
 bertopic/_bertopic.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/bertopic/_bertopic.py b/bertopic/_bertopic.py
index 0c732338..3cac30ce 100644
--- a/bertopic/_bertopic.py
+++ b/bertopic/_bertopic.py
@@ -3955,7 +3955,7 @@ def _guided_topic_modeling(self, embeddings: np.ndarray) -> Tuple[List[int], np.
         # embedding of the seeded topic to force the documents in a cluster
         for seed_topic in range(len(seed_topic_list)):
             indices = [index for index, topic in enumerate(y) if topic == seed_topic]
-            embeddings[indices] = np.average([embeddings[indices], seed_topic_embeddings[seed_topic]], weights=[3, 1])
+            embeddings[indices] = embeddings[indices] * 0.75 + seed_topic_embeddings[seed_topic] * 0.25
         logger.info("Guided - Completed \u2713")
         return y, embeddings