diff --git a/docs/DOCS_VERSION b/docs/DOCS_VERSION
new file mode 100644
index 0000000..992977a
--- /dev/null
+++ b/docs/DOCS_VERSION
@@ -0,0 +1 @@
+v1.1.0
\ No newline at end of file
diff --git a/docs/conf.py b/docs/conf.py
index 8b1ae73..bf47c93 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -1,13 +1,19 @@
 # Configuration file for the Sphinx documentation builder.
+import pathlib
 
 # -- Project information
 
+with open("DOCS_VERSION", 'r') as f:
+    version = f.read().strip()
+
+release = version
+
 project = 'torchflows'
 copyright = '2024, David Nabergoj'
 author = 'David Nabergoj'
 
-release = '1.0'
-version = '1.0.6'
+# release = f'{torchflows.__version__}'
+# version = f'{torchflows.__version__}'
 
 # -- General configuration
 
diff --git a/docs/source/conf.py b/docs/source/conf.py
index bc399a8..4211bb7 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -2,18 +2,18 @@
 #
 # For the full list of built-in configuration values, see the documentation:
 # https://www.sphinx-doc.org/en/master/usage/configuration.html
+import pathlib
 
 # -- Project information -----------------------------------------------------
 # https://www.sphinx-doc.org/en/master/usage/configuration.html#project-information
-import pathlib
-import sys
 
-sys.path.insert(0, pathlib.Path(__file__).parents[2].resolve().as_posix())
+with open("../DOCS_VERSION", 'r') as f:
+    version = f.read().strip()
 
 project = 'Torchflows'
 copyright = '2024, David Nabergoj'
 author = 'David Nabergoj'
-release = '1.0.2'
+release = f'{version}'
 
 # -- General configuration ---------------------------------------------------
 # https://www.sphinx-doc.org/en/master/usage/configuration.html#general-configuration
diff --git a/pyproject.toml b/pyproject.toml
index 803ec33..e08352c 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "setuptools.build_meta"
 
 [project]
 name = "torchflows"
-version = "1.0.6"
+dynamic = ["version"]
 authors = [
     { name = "David Nabergoj", email = "david.nabergoj@fri.uni-lj.si" },
 ]
diff --git a/setup.py b/setup.py
index 45735b1..40361b6 100644
--- a/setup.py
+++ b/setup.py
@@ -1,17 +1,26 @@
 from setuptools import setup, find_packages
+from distutils.util import convert_path
 import pathlib
+import sys
 
-here = pathlib.Path(__file__).parent.resolve()
 
-long_description = (here / "README.md").read_text(encoding="utf-8")
+root = pathlib.Path(__file__).parent.resolve()
+sys.path.append(root.as_posix())
+
+main_ns = {}
+ver_path = convert_path('torchflows/_version.py')
+with open(ver_path) as ver_file:
+    exec(ver_file.read(), main_ns)
+
+long_description = (root / "README.md").read_text(encoding="utf-8")
 
 setup(
-    name="normalizing-flows",
-    version="1.0.4",
+    name="Torchflows",
+    version=main_ns['__version__'],
     description="Modern normalizing flows in Python",
     long_description=long_description,
     long_description_content_type="text/markdown",
-    url="https://github.com/davidnabergoj/normalizing-flows",
+    url="https://github.com/davidnabergoj/torchflows",
     author="David Nabergoj",
     author_email="david.nabergoj@fri.uni-lj.si",
     classifiers=[  # Optional
@@ -43,6 +52,6 @@
         "tqdm"
     ],
     project_urls={
-        "Bug Reports": "https://github.com/davidnabergoj/normalizing-flows/issues",
+        "Bug Reports": "https://github.com/davidnabergoj/torchflows/issues",
     },
 )
diff --git a/torchflows/__init__.py b/torchflows/__init__.py
index 1a7460a..313943c 100644
--- a/torchflows/__init__.py
+++ b/torchflows/__init__.py
@@ -27,6 +27,7 @@
 from torchflows.bijections.continuous.ffjord import FFJORD
 from torchflows.bijections.continuous.ddnf import DeepDiffeomorphicBijection
 from torchflows.bijections.continuous.otflow import OTFlow
+from torchflows._version import __version__
 
 __all__ = [
     'NICE',
@@ -46,10 +47,11 @@
     'ProximalResFlow',
     'Radial',
     'Planar',
-    'InverseSylvester',
+    'Sylvester',
     'ElementwiseShift',
     'ElementwiseAffine',
     'ElementwiseRQSpline',
     'Flow',
     'FlowMixture',
+    '__version__'
 ]
diff --git a/torchflows/_version.py b/torchflows/_version.py
new file mode 100644
index 0000000..2f0abb8
--- /dev/null
+++ b/torchflows/_version.py
@@ -0,0 +1 @@
+__version__ = "v1.1.0"