diff --git a/docs/conf.py b/docs/conf.py
index 5dd7cc12..5a82c64f 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -24,7 +24,7 @@
 author = 'Ehsan (Sam) Gharib-Nezhad'
 
 # The full version, including alpha/beta/rc tags
-release = '0.0.2'
+release = '0.0.3'
 
 # -- General configuration ---------------------------------------------------
 
diff --git a/docs/index.rst b/docs/index.rst
index b94c5859..089a34e6 100644
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -64,8 +64,7 @@ or simply...
    Installation <installation>
    Tutorials <tutorials>
    The Code <code>
-   Github <https://github.com/ehsangharibnezhad>
-
+   GitHub <https://github.com/EhsanGharibNezhad/TelescopeML>
 
 .. KnowledgeBase <knowledgebase>
 .. Publications <publications>
diff --git a/docs/installation.rst b/docs/installation.rst
index 3c7e205b..37a2daf1 100644
--- a/docs/installation.rst
+++ b/docs/installation.rst
@@ -17,7 +17,7 @@ Let’s start by creating the folder structure as follow, named *TelescopeML_pro
 *TelescopeML_project* directory, download the *reference_data* folder which include the following sub-directories:
 *training_datasets*, *tutorials*, *observational_datasets*,  *figures*, *trained_ML_models*.
 
-Download link for **reference_data** folder is: `Link <https://zenodo.org/records/2459971/files/EGNMRL__H2O__1000K__1E+00bar__H2He.XS.bz2?download=1>`_
+Download link for **reference_data** folder is: `Link <https://doi.org/10.5281/zenodo.10183099>`_
 
 | TelescopeML_project
 | ├── reference_data