Update docs

Author: anh9895

docs/source/index.rst

@@ -37,8 +37,8 @@ Welcome to PyLWL's documentation!
    :target: https://www.gnu.org/licenses/gpl-3.0
 
 
-**UniLVQ** is an open-source Python library that provides a unified, extensible, and user-friendly
-implementation of *Local Weighted Learning* (LWL) algorithms for supervised learning.
+**PyLWL** is an open-source Python library that provides a unified, extensible, and user-friendly
+implementation of *Locally Weighted Learning* (LWL) algorithms for supervised learning.
 It implements differentiable and gradient-descent-based local models for both classification and regression tasks.
 
 * **Free software:** GNU General Public License (GPL) V3 license

docs/source/pages/support.rst

@@ -4,7 +4,7 @@ Citation Request
 
 Please include these citations if you plan to use this library::
 
-    @software{thieu20250503,
+    @software{thieu20250517PyLWL,
         author       = {Nguyen Van Thieu},
         title        = {PyLWL: A Python Framework for Locally Weighted Learning},
         month        = may,