diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 0000000..170c221
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,759 @@
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+python-versions = ">=3.8"
+files = [
+    {file = "threadpoolctl-3.2.0-py3-none-any.whl", hash = "sha256:2b7818516e423bdaebb97c723f86a7c6b0a83d3f3b0970328d66f4d9104dc032"},
+    {file = "threadpoolctl-3.2.0.tar.gz", hash = "sha256:c96a0ba3bdddeaca37dc4cc7344aafad41cdb8c313f74fdfe387a867bba93355"},
+]
+
+[[package]]
+name = "tzdata"
+version = "2023.3"
+description = "Provider of IANA time zone data"
+optional = false
+python-versions = ">=2"
+files = [
+    {file = "tzdata-2023.3-py2.py3-none-any.whl", hash = "sha256:7e65763eef3120314099b6939b5546db7adce1e7d6f2e179e3df563c70511eda"},
+    {file = "tzdata-2023.3.tar.gz", hash = "sha256:11ef1e08e54acb0d4f95bdb1be05da659673de4acbd21bf9c69e94cc5e907a3a"},
+]
+
+[[package]]
+name = "zipp"
+version = "3.17.0"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"},
+    {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"},
+]
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
+
+[metadata]
+lock-version = "2.0"
+python-versions = ">=3.9,<3.13"
+content-hash = "c5b7e78b864b04d8260ed55776b0fdc73f4a6cee24d21f524126d0db24efeb55"
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..c7caf30
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,21 @@
+[tool.poetry]
+name = "doenut"
+version = "0.1.0"
+description = "Design Of Experiments Numerical Utility Toolkit"
+authors = ["Ella Gale", "Oliver Matthews"]
+license = "MIT"
+readme = "README.md"
+
+[tool.poetry.dependencies]
+python = ">=3.9,<3.13"
+numpy = "^1.26.1"
+pandas = "^2.1.2"
+matplotlib = "^3.8.1"
+scikit-learn = "^1.3.2"
+doepy = "^0.0.1"
+
+[tool.poetry.dev-dependencies]
+
+[build-system]
+requires = ["poetry-core>=1.0.0"]
+build-backend = "poetry.core.masonry.api"
diff --git a/setup.py b/setup.py
deleted file mode 100644
index 2d91542..0000000
--- a/setup.py
+++ /dev/null
@@ -1,26 +0,0 @@
-from setuptools import setup
-
-setup(
-    name='doenut',
-    version='0.1.0',
-    description='Design Of Experiments Numerical Utility Toolkit',
-    url='https://github.com/ellagale/doenut',
-    author='Ella Gale',
-    author_email='ella.gale@bristol.ac.uk',
-    license='MIT',
-    packages=['doenut'],
-    install_requires=[
-        'numpy',
-        'pandas',
-        'matplotlib',
-        'scikit-learn',
-        'doepy',
-    ],
-    classifiers=[
-        'Intended Audience :: Science/Research',
-        'Programming Language :: Python :: 3',
-        'Development Status :: 4 - Beta',
-        'License :: OSI Approved :: MIT License',
-        'Topic :: Scientific/Engineering'
-    ],
-)
diff --git a/doenut/__init__.py b/src/doenut/__init__.py
similarity index 65%
rename from doenut/__init__.py
rename to src/doenut/__init__.py
index 12d6cf4..5cf2b40 100644
--- a/doenut/__init__.py
+++ b/src/doenut/__init__.py
@@ -4,8 +4,8 @@
 Design of Experiments Numerical Utility Toolkit
 """
 
-__version__ = "0.1.0"
-__author__ = "Ella Gale"
+from importlib.metadata import version
+__version__ = version("doenut")
 
 from . import doenut
 from . import designer
diff --git a/doenut/designer.py b/src/doenut/designer.py
similarity index 100%
rename from doenut/designer.py
rename to src/doenut/designer.py
diff --git a/doenut/doenut.py b/src/doenut/doenut.py
similarity index 100%
rename from doenut/doenut.py
rename to src/doenut/doenut.py