diff --git a/README.md b/README.md
index 610604b..5c9b490 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,4 @@
-# DiffPASS
+# DiffPaSS
 
 <!-- WARNING: THIS FILE WAS AUTOGENERATED! DO NOT EDIT! -->
 
@@ -11,7 +11,7 @@ the root folder. We recommend creating and activating a dedicated conda
 or virtualenv Python virtual environment.
 
 ``` sh
-git clone git@github.com:Bitbol-Lab/DiffPASS.git
+git clone git@github.com:Bitbol-Lab/DiffPaSS.git
 ```
 
 and move inside the root folder. We recommend creating and activating a
diff --git a/diffpass/_modidx.py b/diffpass/_modidx.py
index 1d21af7..b173e56 100644
--- a/diffpass/_modidx.py
+++ b/diffpass/_modidx.py
@@ -1,9 +1,9 @@
 # Autogenerated by nbdev
 
 d = { 'settings': { 'branch': 'main',
-                'doc_baseurl': '/DiffPASS',
+                'doc_baseurl': '/DiffPaSS',
                 'doc_host': 'https://Bitbol-Lab.github.io',
-                'git_url': 'https://github.com/Bitbol-Lab/DiffPASS',
+                'git_url': 'https://github.com/Bitbol-Lab/DiffPaSS',
                 'lib_path': 'diffpass'},
   'syms': { 'diffpass.base': { 'diffpass.base.DiffPASSMixin': ('base.html#diffpassmixin', 'diffpass/base.py'),
                                'diffpass.base.DiffPASSMixin.check_can_optimize': ( 'base.html#diffpassmixin.check_can_optimize',
diff --git a/nbs/index.ipynb b/nbs/index.ipynb
index 3e9de82..4980849 100644
--- a/nbs/index.ipynb
+++ b/nbs/index.ipynb
@@ -4,9 +4,9 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# DiffPASS\n",
+    "# DiffPaSS\n",
     "\n",
-    "> Differentiable Pairing using Alignment-based Soft Scores"
+    "> Differentiable Pairing using Soft Scores"
    ]
   },
   {
@@ -31,7 +31,7 @@
    "metadata": {},
    "source": [
     "```sh\n",
-    "git clone git@github.com:Bitbol-Lab/DiffPASS.git\n",
+    "git clone git@github.com:Bitbol-Lab/DiffPaSS.git\n",
     "```"
    ]
   },
diff --git a/settings.ini b/settings.ini
index 84337c9..aadfd6a 100644
--- a/settings.ini
+++ b/settings.ini
@@ -3,7 +3,7 @@
 # See https://github.com/fastai/nbdev/blob/master/settings.ini for examples.
 
 ### Python library ###
-repo = DiffPASS
+repo = DiffPaSS
 lib_name = diffpass
 version = 0.0.1
 min_python = 3.7
@@ -31,7 +31,7 @@ audience = Developers
 author = Umberto Lupo and Damiano Sgarbossa
 author_email = umberto.lupo@epfl.ch, damiano.sgarbossa@epfl.ch
 copyright = 2023 onwards, %(author)s
-description = Differentiable Pairing using Alignment-based Soft Scores
+description = Differentiable Pairing using Soft Scores
 keywords = nbdev jupyter notebook python
 language = English
 status = 3
@@ -41,4 +41,4 @@ user = Bitbol-Lab
 requirements = torch numpy scipy matplotlib biopython tqdm
 conda_requirements = pytorch
 dev_requirements = nbdev black jupyter pre-commit
-# console_scripts =
\ No newline at end of file
+# console_scripts =