diff --git a/poetry.lock b/poetry.lock
index 90ce646..c5a8b50 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -15,10 +15,10 @@ optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
 [package.extras]
-dev = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "furo", "sphinx", "sphinx-notfound-page", "pre-commit", "cloudpickle"]
-docs = ["furo", "sphinx", "zope.interface", "sphinx-notfound-page"]
-tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "zope.interface", "cloudpickle"]
-tests_no_zope = ["coverage[toml] (>=5.0.2)", "hypothesis", "pympler", "pytest (>=4.3.0)", "six", "mypy", "pytest-mypy-plugins", "cloudpickle"]
+tests_no_zope = ["cloudpickle", "pytest-mypy-plugins", "mypy", "six", "pytest (>=4.3.0)", "pympler", "hypothesis", "coverage[toml] (>=5.0.2)"]
+tests = ["cloudpickle", "zope.interface", "pytest-mypy-plugins", "mypy", "six", "pytest (>=4.3.0)", "pympler", "hypothesis", "coverage[toml] (>=5.0.2)"]
+docs = ["sphinx-notfound-page", "zope.interface", "sphinx", "furo"]
+dev = ["cloudpickle", "pre-commit", "sphinx-notfound-page", "sphinx", "furo", "zope.interface", "pytest-mypy-plugins", "mypy", "six", "pytest (>=4.3.0)", "pympler", "hypothesis", "coverage[toml] (>=5.0.2)"]
 
 [[package]]
 name = "black"
@@ -37,10 +37,10 @@ tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
 typing-extensions = {version = ">=3.10.0.0", markers = "python_version < \"3.10\""}
 
 [package.extras]
-colorama = ["colorama (>=0.4.3)"]
-d = ["aiohttp (>=3.7.4)"]
-jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
 uvloop = ["uvloop (>=0.15.2)"]
+jupyter = ["tokenize-rt (>=3.2.0)", "ipython (>=7.8.0)"]
+d = ["aiohttp (>=3.7.4)"]
+colorama = ["colorama (>=0.4.3)"]
 
 [[package]]
 name = "bleach"
@@ -55,8 +55,8 @@ six = ">=1.9.0"
 webencodings = "*"
 
 [package.extras]
+dev = ["mypy (==0.942)", "black (==22.3.0)", "hashin (==0.17.0)", "wheel (==0.37.1)", "twine (==4.0.0)", "sphinx (==4.3.2)", "tox (==3.24.5)", "flake8 (==4.0.1)", "pytest (==7.1.1)", "pip-tools (==6.5.1)"]
 css = ["tinycss2 (>=1.1.0)"]
-dev = ["pip-tools (==6.5.1)", "pytest (==7.1.1)", "flake8 (==4.0.1)", "tox (==3.24.5)", "sphinx (==4.3.2)", "twine (==4.0.0)", "wheel (==0.37.1)", "hashin (==0.17.0)", "black (==22.3.0)", "mypy (==0.942)"]
 
 [[package]]
 name = "certifi"
@@ -120,7 +120,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
 
 [[package]]
 name = "coverage"
-version = "6.4.2"
+version = "6.4.3"
 description = "Code coverage measurement for Python"
 category = "dev"
 optional = false
@@ -225,9 +225,9 @@ python-versions = ">=3.7"
 zipp = ">=0.5"
 
 [package.extras]
-docs = ["sphinx", "jaraco.packaging (>=9)", "rst.linker (>=1.9)"]
+testing = ["importlib-resources (>=1.3)", "pytest-mypy (>=0.9.1)", "pytest-black (>=0.3.7)", "pytest-perf (>=0.9.2)", "flufl.flake8", "pyfakefs", "packaging", "pytest-enabler (>=1.0.1)", "pytest-cov", "pytest-flake8", "pytest-checkdocs (>=2.4)", "pytest (>=6)"]
 perf = ["ipython"]
-testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "packaging", "pyfakefs", "flufl.flake8", "pytest-perf (>=0.9.2)", "pytest-black (>=0.3.7)", "pytest-mypy (>=0.9.1)", "importlib-resources (>=1.3)"]
+docs = ["rst.linker (>=1.9)", "jaraco.packaging (>=9)", "sphinx"]
 
 [[package]]
 name = "iniconfig"
@@ -254,8 +254,8 @@ optional = false
 python-versions = ">=3.7"
 
 [package.extras]
-test = ["pytest", "pytest-trio", "pytest-asyncio (>=0.17)", "testpath", "trio", "async-timeout"]
-trio = ["trio", "async-generator"]
+trio = ["async-generator", "trio"]
+test = ["async-timeout", "trio", "testpath", "pytest-asyncio (>=0.17)", "pytest-trio", "pytest"]
 
 [[package]]
 name = "keyring"
@@ -272,8 +272,8 @@ pywin32-ctypes = {version = "<0.1.0 || >0.1.0,<0.1.1 || >0.1.1", markers = "sys_
 SecretStorage = {version = ">=3.2", markers = "sys_platform == \"linux\""}
 
 [package.extras]
-docs = ["sphinx", "jaraco.packaging (>=9)", "rst.linker (>=1.9)", "jaraco.tidelift (>=1.4)"]
-testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "pytest-black (>=0.3.7)", "pytest-mypy (>=0.9.1)"]
+testing = ["pytest-mypy (>=0.9.1)", "pytest-black (>=0.3.7)", "pytest-enabler (>=1.0.1)", "pytest-cov", "pytest-flake8", "pytest-checkdocs (>=2.4)", "pytest (>=6)"]
+docs = ["jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "jaraco.packaging (>=9)", "sphinx"]
 
 [[package]]
 name = "mccabe"
@@ -297,9 +297,9 @@ tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
 typing-extensions = ">=3.10"
 
 [package.extras]
-dmypy = ["psutil (>=4.0)"]
-python2 = ["typed-ast (>=1.4.0,<2)"]
 reports = ["lxml"]
+python2 = ["typed-ast (>=1.4.0,<2)"]
+dmypy = ["psutil (>=4.0)"]
 
 [[package]]
 name = "mypy-extensions"
@@ -311,7 +311,7 @@ python-versions = "*"
 
 [[package]]
 name = "numpy"
-version = "1.22.3"
+version = "1.23.2"
 description = "NumPy is the fundamental package for array computing with Python."
 category = "main"
 optional = false
@@ -357,7 +357,7 @@ optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
 
 [package.extras]
-testing = ["nose", "coverage"]
+testing = ["coverage", "nose"]
 
 [[package]]
 name = "platformdirs"
@@ -368,8 +368,8 @@ optional = false
 python-versions = ">=3.7"
 
 [package.extras]
-docs = ["furo (>=2021.7.5b38)", "proselint (>=0.10.2)", "sphinx-autodoc-typehints (>=1.12)", "sphinx (>=4)"]
-test = ["appdirs (==1.4.4)", "pytest-cov (>=2.7)", "pytest-mock (>=3.6)", "pytest (>=6)"]
+test = ["pytest (>=6)", "pytest-mock (>=3.6)", "pytest-cov (>=2.7)", "appdirs (==1.4.4)"]
+docs = ["sphinx (>=4)", "sphinx-autodoc-typehints (>=1.12)", "proselint (>=0.10.2)", "furo (>=2021.7.5b38)"]
 
 [[package]]
 name = "pluggy"
@@ -380,8 +380,8 @@ optional = false
 python-versions = ">=3.6"
 
 [package.extras]
-dev = ["pre-commit", "tox"]
-testing = ["pytest", "pytest-benchmark"]
+testing = ["pytest-benchmark", "pytest"]
+dev = ["tox", "pre-commit"]
 
 [[package]]
 name = "py"
@@ -432,7 +432,7 @@ optional = false
 python-versions = ">=3.6.8"
 
 [package.extras]
-diagrams = ["railroad-diagrams", "jinja2"]
+diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
 name = "pytest"
@@ -453,7 +453,7 @@ py = ">=1.8.2"
 tomli = ">=1.0.0"
 
 [package.extras]
-testing = ["argcomplete", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "xmlschema"]
+testing = ["xmlschema", "requests", "pygments (>=2.7.2)", "nose", "mock", "hypothesis (>=3.56)", "argcomplete"]
 
 [[package]]
 name = "pytest-cov"
@@ -468,7 +468,7 @@ coverage = {version = ">=5.2.1", extras = ["toml"]}
 pytest = ">=4.6"
 
 [package.extras]
-testing = ["fields", "hunter", "process-tests", "six", "pytest-xdist", "virtualenv"]
+testing = ["virtualenv", "pytest-xdist", "six", "process-tests", "hunter", "fields"]
 
 [[package]]
 name = "python-gitlab"
@@ -483,8 +483,8 @@ requests = ">=2.25.0"
 requests-toolbelt = ">=0.9.1"
 
 [package.extras]
-autocompletion = ["argcomplete (>=1.10.0,<3)"]
 yaml = ["PyYaml (>=5.2)"]
+autocompletion = ["argcomplete (>=1.10.0,<3)"]
 
 [[package]]
 name = "python-semantic-release"
@@ -507,10 +507,10 @@ tomlkit = ">=0.10.0,<0.11.0"
 twine = ">=3,<4"
 
 [package.extras]
-dev = ["tox", "isort", "black"]
-docs = ["Sphinx (==1.3.6)", "Jinja2 (==3.0.3)"]
-mypy = ["mypy", "types-requests"]
-test = ["coverage (>=5,<6)", "pytest (>=5,<6)", "pytest-xdist (>=1,<2)", "pytest-mock (>=2,<3)", "responses (==0.13.3)", "mock (==1.3.0)"]
+test = ["mock (==1.3.0)", "responses (==0.13.3)", "pytest-mock (>=2,<3)", "pytest-xdist (>=1,<2)", "pytest (>=5,<6)", "coverage (>=5,<6)"]
+mypy = ["types-requests", "mypy"]
+docs = ["Jinja2 (==3.0.3)", "Sphinx (==1.3.6)"]
+dev = ["black", "isort", "tox"]
 
 [[package]]
 name = "pywin32-ctypes"
@@ -551,8 +551,8 @@ idna = ">=2.5,<4"
 urllib3 = ">=1.21.1,<1.27"
 
 [package.extras]
-socks = ["PySocks (>=1.5.6,!=1.5.7)"]
 use_chardet_on_py3 = ["chardet (>=3.0.2,<5)"]
+socks = ["PySocks (>=1.5.6,!=1.5.7)"]
 
 [[package]]
 name = "requests-toolbelt"
@@ -620,8 +620,8 @@ packaging = ">=20.0"
 tomli = ">=1.0.0"
 
 [package.extras]
-test = ["pytest (>=6.2)", "virtualenv (>20)"]
 toml = ["setuptools (>=42)"]
+test = ["virtualenv (>20)", "pytest (>=6.2)"]
 
 [[package]]
 name = "six"
@@ -667,10 +667,10 @@ python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [package.extras]
-dev = ["py-make (>=0.1.0)", "twine", "wheel"]
-notebook = ["ipywidgets (>=6)"]
-slack = ["slack-sdk"]
 telegram = ["requests"]
+slack = ["slack-sdk"]
+notebook = ["ipywidgets (>=6)"]
+dev = ["wheel", "twine", "py-make (>=0.1.0)"]
 
 [[package]]
 name = "twine"
@@ -709,9 +709,9 @@ optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, <4"
 
 [package.extras]
-brotli = ["brotlicffi (>=0.8.0)", "brotli (>=1.0.9)", "brotlipy (>=0.6.0)"]
-secure = ["pyOpenSSL (>=0.14)", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "certifi", "ipaddress"]
 socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
+secure = ["ipaddress", "certifi", "idna (>=2.0.0)", "cryptography (>=1.3.4)", "pyOpenSSL (>=0.14)"]
+brotli = ["brotlipy (>=0.6.0)", "brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
 
 [[package]]
 name = "webencodings"
@@ -730,13 +730,13 @@ optional = false
 python-versions = ">=3.7"
 
 [package.extras]
-docs = ["sphinx", "jaraco.packaging (>=9)", "rst.linker (>=1.9)"]
-testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "pytest-cov", "pytest-enabler (>=1.0.1)", "jaraco.itertools", "func-timeout", "pytest-black (>=0.3.7)", "pytest-mypy (>=0.9.1)"]
+testing = ["pytest-mypy (>=0.9.1)", "pytest-black (>=0.3.7)", "func-timeout", "jaraco.itertools", "pytest-enabler (>=1.0.1)", "pytest-cov", "pytest-flake8", "pytest-checkdocs (>=2.4)", "pytest (>=6)"]
+docs = ["rst.linker (>=1.9)", "jaraco.packaging (>=9)", "sphinx"]
 
 [metadata]
 lock-version = "1.1"
 python-versions = "^3.8,<3.10"
-content-hash = "1e52cabf54af905e05d979683b28779e59690cf38ad4f805dbbf455b19d0a337"
+content-hash = "ac237e716bae1e33c09d7774b91b23ca4c3ed0ee57ea843b2ddb46f4edc350bf"
 
 [metadata.files]
 atomicwrites = []
diff --git a/pyproject.toml b/pyproject.toml
index 1c5e8c3..062d12b 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -7,7 +7,7 @@ authors = ["Deepak Mallubhotla <dmallubhotla+github@gmail.com>"]
 [tool.poetry.dependencies]
 python = "^3.8,<3.10"
 pdme = "^0.8.6"
-numpy = "1.22.3"
+numpy = "1.23.2"
 scipy = "1.8.0"
 
 [tool.poetry.dev-dependencies]