diff --git a/poetry.lock b/poetry.lock
index 20dd1c16..97d69b58 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -30,7 +30,7 @@ test = ["coverage", "pytest", "pytest-cov"]
 
 [[package]]
 name = "asttokens"
-version = "2.0.8"
+version = "2.1.0"
 description = "Annotate AST trees with source code positions"
 category = "dev"
 optional = false
@@ -54,7 +54,7 @@ python-versions = ">=3.5"
 dev = ["cloudpickle", "coverage[toml] (>=5.0.2)", "furo", "hypothesis", "mypy (>=0.900,!=0.940)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "sphinx", "sphinx-notfound-page", "zope.interface"]
 docs = ["furo", "sphinx", "sphinx-notfound-page", "zope.interface"]
 tests = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy (>=0.900,!=0.940)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "zope.interface"]
-tests_no_zope = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy (>=0.900,!=0.940)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins"]
+tests-no-zope = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy (>=0.900,!=0.940)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins"]
 
 [[package]]
 name = "backcall"
@@ -100,11 +100,11 @@ lxml = ["lxml"]
 
 [[package]]
 name = "black"
-version = "22.8.0"
+version = "22.10.0"
 description = "The uncompromising code formatter."
 category = "dev"
 optional = false
-python-versions = ">=3.6.2"
+python-versions = ">=3.7"
 
 [package.dependencies]
 click = ">=8.0.0"
@@ -137,7 +137,7 @@ css = ["tinycss2 (>=1.1.0,<1.2)"]
 dev = ["Sphinx (==4.3.2)", "black (==22.3.0)", "build (==0.8.0)", "flake8 (==4.0.1)", "hashin (==0.17.0)", "mypy (==0.961)", "pip-tools (==6.6.2)", "pytest (==7.1.2)", "tox (==3.25.0)", "twine (==4.0.1)", "wheel (==0.37.1)"]
 
 [[package]]
-name = "CacheControl"
+name = "cachecontrol"
 version = "0.12.11"
 description = "httplib2 caching for requests"
 category = "dev"
@@ -194,7 +194,7 @@ optional = false
 python-versions = ">=3.6.0"
 
 [package.extras]
-unicode_backport = ["unicodedata2"]
+unicode-backport = ["unicodedata2"]
 
 [[package]]
 name = "cleo"
@@ -221,11 +221,11 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [[package]]
 name = "colorama"
-version = "0.4.5"
+version = "0.4.6"
 description = "Cross-platform colored terminal text."
 category = "dev"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 
 [[package]]
 name = "contextlib2"
@@ -237,7 +237,7 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "contourpy"
-version = "1.0.5"
+version = "1.0.6"
 description = "Python library for calculating contours of 2D quadrilateral grids"
 category = "dev"
 optional = false
@@ -248,14 +248,14 @@ numpy = ">=1.16"
 
 [package.extras]
 bokeh = ["bokeh", "selenium"]
-docs = ["docutils (<0.18)", "sphinx", "sphinx-rtd-theme"]
+docs = ["docutils (<0.18)", "sphinx (<=5.2.0)", "sphinx-rtd-theme"]
 test = ["Pillow", "flake8", "isort", "matplotlib", "pytest"]
 test-minimal = ["pytest"]
 test-no-codebase = ["Pillow", "matplotlib", "pytest"]
 
 [[package]]
 name = "coverage"
-version = "6.4.4"
+version = "6.5.0"
 description = "Code coverage measurement for Python"
 category = "dev"
 optional = false
@@ -358,7 +358,7 @@ dev = ["pytest (>=7.1.2)"]
 
 [[package]]
 name = "dulwich"
-version = "0.20.46"
+version = "0.20.50"
 description = "Python Git Library"
 category = "dev"
 optional = false
@@ -402,7 +402,7 @@ test = ["pytest (>=6)"]
 
 [[package]]
 name = "executing"
-version = "1.1.0"
+version = "1.2.0"
 description = "Get the currently executing AST node of a frame, and other information"
 category = "dev"
 optional = false
@@ -463,18 +463,18 @@ pycodestyle = "*"
 
 [[package]]
 name = "flake8-bugbear"
-version = "22.9.23"
+version = "22.10.27"
 description = "A plugin for flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in pyflakes and pycodestyle."
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.dependencies]
 attrs = ">=19.2.0"
 flake8 = ">=3.0.0"
 
 [package.extras]
-dev = ["coverage", "hypothesis", "hypothesmith (>=0.2)", "pre-commit"]
+dev = ["coverage", "hypothesis", "hypothesmith (>=0.2)", "pre-commit", "tox"]
 
 [[package]]
 name = "flake8-builtins"
@@ -492,7 +492,7 @@ test = ["coverage", "coveralls", "mock", "pytest", "pytest-cov"]
 
 [[package]]
 name = "flake8-comprehensions"
-version = "3.10.0"
+version = "3.10.1"
 description = "A flake8 plugin to help you write better list/set/dict comprehensions."
 category = "dev"
 optional = false
@@ -614,7 +614,7 @@ docs = ["alabaster", "pygments-github-lexers", "recommonmark", "sphinx"]
 
 [[package]]
 name = "fonttools"
-version = "4.37.3"
+version = "4.38.0"
 description = "Tools to manipulate font files"
 category = "dev"
 optional = false
@@ -646,8 +646,8 @@ python-versions = ">=3.6"
 smmap = ">=3.0.1,<6"
 
 [[package]]
-name = "GitPython"
-version = "3.1.27"
+name = "gitpython"
+version = "3.1.29"
 description = "GitPython is a python library used to interact with Git repositories"
 category = "dev"
 optional = false
@@ -684,7 +684,7 @@ python-versions = ">=3.5"
 
 [[package]]
 name = "importlib-metadata"
-version = "4.12.0"
+version = "4.13.0"
 description = "Read metadata from Python packages"
 category = "dev"
 optional = false
@@ -694,13 +694,13 @@ python-versions = ">=3.7"
 zipp = ">=0.5"
 
 [package.extras]
-docs = ["jaraco.packaging (>=9)", "rst.linker (>=1.9)", "sphinx"]
+docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)"]
 perf = ["ipython"]
-testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)"]
+testing = ["flake8 (<5)", "flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)"]
 
 [[package]]
 name = "importlib-resources"
-version = "5.9.0"
+version = "5.10.0"
 description = "Read resources from Python packages"
 category = "dev"
 optional = false
@@ -710,8 +710,8 @@ python-versions = ">=3.7"
 zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
 
 [package.extras]
-docs = ["jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx"]
-testing = ["pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
+docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)"]
+testing = ["flake8 (<5)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
 
 [[package]]
 name = "iniconfig"
@@ -723,7 +723,7 @@ python-versions = "*"
 
 [[package]]
 name = "ipykernel"
-version = "6.16.0"
+version = "6.16.2"
 description = "IPython Kernel for Jupyter"
 category = "dev"
 optional = false
@@ -743,11 +743,12 @@ tornado = ">=6.1"
 traitlets = ">=5.1.0"
 
 [package.extras]
-test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=6.0)", "pytest-cov", "pytest-timeout"]
+docs = ["myst-parser", "pydata-sphinx-theme", "sphinx", "sphinxcontrib-github-alt"]
+test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "ipython"
-version = "8.5.0"
+version = "8.6.0"
 description = "IPython: Productive Interactive Computing"
 category = "dev"
 optional = false
@@ -768,9 +769,9 @@ stack-data = "*"
 traitlets = ">=5"
 
 [package.extras]
-all = ["Sphinx (>=1.3)", "black", "curio", "ipykernel", "ipyparallel", "ipywidgets", "matplotlib (!=3.2.0)", "nbconvert", "nbformat", "notebook", "numpy (>=1.19)", "pandas", "pytest (<7.1)", "pytest-asyncio", "qtconsole", "testpath", "trio"]
+all = ["black", "curio", "docrepr", "ipykernel", "ipyparallel", "ipywidgets", "matplotlib", "matplotlib (!=3.2.0)", "nbconvert", "nbformat", "notebook", "numpy (>=1.20)", "pandas", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio", "qtconsole", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "trio", "typing-extensions"]
 black = ["black"]
-doc = ["Sphinx (>=1.3)"]
+doc = ["docrepr", "ipykernel", "matplotlib", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "typing-extensions"]
 kernel = ["ipykernel"]
 nbconvert = ["nbconvert"]
 nbformat = ["nbformat"]
@@ -778,7 +779,7 @@ notebook = ["ipywidgets", "notebook"]
 parallel = ["ipyparallel"]
 qtconsole = ["qtconsole"]
 test = ["pytest (<7.1)", "pytest-asyncio", "testpath"]
-test_extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.19)", "pandas", "pytest (<7.1)", "pytest-asyncio", "testpath", "trio"]
+test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.20)", "pandas", "pytest (<7.1)", "pytest-asyncio", "testpath", "trio"]
 
 [[package]]
 name = "isort"
@@ -790,12 +791,12 @@ python-versions = ">=3.6.1,<4.0"
 
 [package.extras]
 colors = ["colorama (>=0.4.3,<0.5.0)"]
-pipfile_deprecated_finder = ["pipreqs", "requirementslib"]
+pipfile-deprecated-finder = ["pipreqs", "requirementslib"]
 plugins = ["setuptools"]
-requirements_deprecated_finder = ["pip-api", "pipreqs"]
+requirements-deprecated-finder = ["pip-api", "pipreqs"]
 
 [[package]]
-name = "jaraco.classes"
+name = "jaraco-classes"
 version = "3.2.3"
 description = "Utility functions for Python class constructs"
 category = "dev"
@@ -837,7 +838,7 @@ test = ["async-timeout", "pytest", "pytest-asyncio (>=0.17)", "pytest-trio", "te
 trio = ["async_generator", "trio"]
 
 [[package]]
-name = "Jinja2"
+name = "jinja2"
 version = "3.1.2"
 description = "A very fast and expressive template engine."
 category = "dev"
@@ -878,7 +879,7 @@ format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-
 
 [[package]]
 name = "jupyter-client"
-version = "7.3.5"
+version = "7.4.4"
 description = "Jupyter protocol implementation and client libraries"
 category = "dev"
 optional = false
@@ -895,11 +896,11 @@ traitlets = "*"
 
 [package.extras]
 doc = ["ipykernel", "myst-parser", "sphinx (>=1.3.6)", "sphinx-rtd-theme", "sphinxcontrib-github-alt"]
-test = ["codecov", "coverage", "ipykernel (>=6.5)", "ipython", "mypy", "pre-commit", "pytest", "pytest-asyncio (>=0.18)", "pytest-cov", "pytest-timeout"]
+test = ["codecov", "coverage", "ipykernel (>=6.12)", "ipython", "mypy", "pre-commit", "pytest", "pytest-asyncio (>=0.18)", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "jupyter-core"
-version = "4.11.1"
+version = "4.11.2"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
 category = "dev"
 optional = false
@@ -949,24 +950,24 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "lava-nc"
-version = "0.5.0"
+version = "0.5.1"
 description = "A Software Framework for Neuromorphic Computing"
 category = "main"
 optional = false
 python-versions = ">=3.8, <3.11"
-develop = false
+develop = true
 
 [package.dependencies]
 asteval = "^0.9.27"
-networkx = "<=2.8"
+networkx = "<=2.8.7"
 numpy = "^1.22.2"
 scipy = "^1.8.0"
 
 [package.source]
 type = "git"
 url = "https://github.com/lava-nc/lava.git"
-reference = "main"
-resolved_reference = "fce10d93d6c36fcaa40ce003a8f054cafdd5d381"
+reference = "v0.5.1"
+resolved_reference = "d321a8b01b7cac017c52f196329c4e486558b8b7"
 
 [[package]]
 name = "linecache2"
@@ -985,7 +986,7 @@ optional = false
 python-versions = "*"
 
 [[package]]
-name = "MarkupSafe"
+name = "markupsafe"
 version = "2.1.1"
 description = "Safely add untrusted strings to HTML/XML markup."
 category = "dev"
@@ -994,7 +995,7 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "matplotlib"
-version = "3.6.0"
+version = "3.6.1"
 description = "Python plotting package"
 category = "dev"
 optional = false
@@ -1041,11 +1042,11 @@ python-versions = "*"
 
 [[package]]
 name = "more-itertools"
-version = "8.14.0"
+version = "9.0.0"
 description = "More routines for operating on iterables, beyond itertools"
 category = "dev"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.7"
 
 [[package]]
 name = "msgpack"
@@ -1065,7 +1066,7 @@ python-versions = "*"
 
 [[package]]
 name = "nbclient"
-version = "0.6.8"
+version = "0.7.0"
 description = "A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor."
 category = "dev"
 optional = false
@@ -1083,7 +1084,7 @@ test = ["black", "check-manifest", "flake8", "ipykernel", "ipython", "ipywidgets
 
 [[package]]
 name = "nbconvert"
-version = "7.2.2"
+version = "7.2.3"
 description = "Converting Jupyter Notebooks"
 category = "dev"
 optional = false
@@ -1118,7 +1119,7 @@ webpdf = ["pyppeteer (>=1,<1.1)"]
 
 [[package]]
 name = "nbformat"
-version = "5.6.1"
+version = "5.7.0"
 description = "The Jupyter Notebook format"
 category = "dev"
 optional = false
@@ -1135,7 +1136,7 @@ test = ["check-manifest", "pep440", "pre-commit", "pytest", "testpath"]
 
 [[package]]
 name = "nest-asyncio"
-version = "1.5.5"
+version = "1.5.6"
 description = "Patch asyncio to allow nested event loops"
 category = "dev"
 optional = false
@@ -1158,7 +1159,7 @@ test = ["codecov (>=2.1)", "pytest (>=7.1)", "pytest-cov (>=3.0)"]
 
 [[package]]
 name = "numpy"
-version = "1.23.3"
+version = "1.23.4"
 description = "NumPy is the fundamental package for array computing with Python."
 category = "main"
 optional = false
@@ -1205,7 +1206,7 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "pbr"
-version = "5.10.0"
+version = "5.11.0"
 description = "Python Build Reasonableness"
 category = "dev"
 optional = false
@@ -1242,8 +1243,8 @@ optional = false
 python-versions = "*"
 
 [[package]]
-name = "Pillow"
-version = "9.2.0"
+name = "pillow"
+version = "9.3.0"
 description = "Python Imaging Library (Fork)"
 category = "dev"
 optional = false
@@ -1265,7 +1266,7 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
 testing = ["coverage", "nose"]
 
 [[package]]
-name = "pkgutil_resolve_name"
+name = "pkgutil-resolve-name"
 version = "1.3.10"
 description = "Resolve a name to an object."
 category = "dev"
@@ -1298,7 +1299,7 @@ testing = ["pytest", "pytest-benchmark"]
 
 [[package]]
 name = "poetry"
-version = "1.2.1"
+version = "1.2.2"
 description = "Python dependency management and packaging made easy."
 category = "dev"
 optional = false
@@ -1318,8 +1319,8 @@ packaging = ">=20.4"
 pexpect = ">=4.7.0,<5.0.0"
 pkginfo = ">=1.5,<2.0"
 platformdirs = ">=2.5.2,<3.0.0"
-poetry-core = "1.2.0"
-poetry-plugin-export = ">=1.0.7,<2.0.0"
+poetry-core = "1.3.2"
+poetry-plugin-export = ">=1.1.2,<2.0.0"
 requests = ">=2.18,<3.0"
 requests-toolbelt = ">=0.9.1,<0.10.0"
 shellingham = ">=1.5,<2.0"
@@ -1330,7 +1331,7 @@ xattr = {version = ">=0.9.7,<0.10.0", markers = "sys_platform == \"darwin\""}
 
 [[package]]
 name = "poetry-core"
-version = "1.2.0"
+version = "1.3.2"
 description = "Poetry PEP 517 Build Backend"
 category = "dev"
 optional = false
@@ -1338,7 +1339,7 @@ python-versions = ">=3.7,<4.0"
 
 [[package]]
 name = "poetry-plugin-export"
-version = "1.0.7"
+version = "1.1.2"
 description = "Poetry plugin to export the dependencies to various formats"
 category = "dev"
 optional = false
@@ -1361,7 +1362,7 @@ wcwidth = "*"
 
 [[package]]
 name = "psutil"
-version = "5.9.2"
+version = "5.9.3"
 description = "Cross-platform lib for process and system monitoring in Python."
 category = "dev"
 optional = false
@@ -1447,7 +1448,7 @@ optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
 [[package]]
-name = "Pygments"
+name = "pygments"
 version = "2.13.0"
 description = "Pygments is a syntax highlighting package written in Python."
 category = "dev"
@@ -1478,7 +1479,7 @@ diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
 name = "pyrsistent"
-version = "0.18.1"
+version = "0.19.1"
 description = "Persistent/Functional/Immutable data structures"
 category = "dev"
 optional = false
@@ -1547,7 +1548,7 @@ optional = false
 python-versions = "*"
 
 [[package]]
-name = "PyYAML"
+name = "pyyaml"
 version = "6.0"
 description = "YAML parser and emitter for Python"
 category = "main"
@@ -1582,7 +1583,7 @@ urllib3 = ">=1.21.1,<1.27"
 
 [package.extras]
 socks = ["PySocks (>=1.5.6,!=1.5.7)"]
-use_chardet_on_py3 = ["chardet (>=3.0.2,<6)"]
+use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
 [[package]]
 name = "requests-toolbelt"
@@ -1608,7 +1609,7 @@ contextlib2 = ">=0.5.5"
 
 [[package]]
 name = "scikit-learn"
-version = "1.1.2"
+version = "1.1.3"
 description = "A set of python modules for machine learning and data mining"
 category = "main"
 optional = false
@@ -1646,17 +1647,22 @@ plots = ["matplotlib (>=2.0.0)"]
 
 [[package]]
 name = "scipy"
-version = "1.9.1"
-description = "SciPy: Scientific Library for Python"
+version = "1.9.3"
+description = "Fundamental algorithms for scientific computing in Python"
 category = "main"
 optional = false
-python-versions = ">=3.8,<3.12"
+python-versions = ">=3.8"
 
 [package.dependencies]
-numpy = ">=1.18.5,<1.25.0"
+numpy = ">=1.18.5,<1.26.0"
+
+[package.extras]
+dev = ["flake8", "mypy", "pycodestyle", "typing_extensions"]
+doc = ["matplotlib (>2)", "numpydoc", "pydata-sphinx-theme (==0.9.0)", "sphinx (!=4.1.0)", "sphinx-panels (>=0.5.2)", "sphinx-tabs"]
+test = ["asv", "gmpy2", "mpmath", "pytest", "pytest-cov", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
 
 [[package]]
-name = "SecretStorage"
+name = "secretstorage"
 version = "3.3.3"
 description = "Python bindings to FreeDesktop.org Secret Service API"
 category = "dev"
@@ -1669,14 +1675,14 @@ jeepney = ">=0.6"
 
 [[package]]
 name = "setuptools"
-version = "65.4.0"
+version = "65.5.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-notfound-page (==0.8.3)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
+docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-notfound-page (==0.8.3)", "sphinx-reredirects", "sphinxcontrib-towncrier"]
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 testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"]
 
@@ -1740,15 +1746,15 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "stack-data"
-version = "0.5.1"
+version = "0.6.0"
 description = "Extract data from python stack frames and tracebacks for informative displays"
 category = "dev"
 optional = false
 python-versions = "*"
 
 [package.dependencies]
-asttokens = "*"
-executing = "*"
+asttokens = ">=2.1.0"
+executing = ">=1.2.0"
 pure-eval = "*"
 
 [package.extras]
@@ -1756,7 +1762,7 @@ tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
 
 [[package]]
 name = "stevedore"
-version = "4.0.0"
+version = "4.1.0"
 description = "Manage dynamic plugins for Python applications"
 category = "dev"
 optional = false
@@ -1775,18 +1781,18 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "tinycss2"
-version = "1.1.1"
+version = "1.2.1"
 description = "A tiny CSS parser"
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [package.dependencies]
 webencodings = ">=0.4"
 
 [package.extras]
 doc = ["sphinx", "sphinx_rtd_theme"]
-test = ["coverage[toml]", "pytest", "pytest-cov", "pytest-flake8", "pytest-isort"]
+test = ["flake8", "isort", "pytest"]
 
 [[package]]
 name = "toml"
@@ -1806,11 +1812,11 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "tomlkit"
-version = "0.11.5"
+version = "0.11.6"
 description = "Style preserving TOML library"
 category = "dev"
 optional = false
-python-versions = ">=3.6,<4.0"
+python-versions = ">=3.6"
 
 [[package]]
 name = "tornado"
@@ -1833,18 +1839,19 @@ linecache2 = "*"
 
 [[package]]
 name = "traitlets"
-version = "5.4.0"
+version = "5.5.0"
 description = ""
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 
 [package.extras]
+docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
 test = ["pre-commit", "pytest"]
 
 [[package]]
 name = "typing-extensions"
-version = "4.3.0"
+version = "4.4.0"
 description = "Backported and Experimental Type Hints for Python 3.7+"
 category = "dev"
 optional = false
@@ -1878,19 +1885,19 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
 name = "virtualenv"
-version = "20.16.5"
+version = "20.16.6"
 description = "Virtual Python Environment builder"
 category = "dev"
 optional = false
 python-versions = ">=3.6"
 
 [package.dependencies]
-distlib = ">=0.3.5,<1"
+distlib = ">=0.3.6,<1"
 filelock = ">=3.4.1,<4"
 platformdirs = ">=2.4,<3"
 
 [package.extras]
-docs = ["proselint (>=0.13)", "sphinx (>=5.1.1)", "sphinx-argparse (>=0.3.1)", "sphinx-rtd-theme (>=1)", "towncrier (>=21.9)"]
+docs = ["proselint (>=0.13)", "sphinx (>=5.3)", "sphinx-argparse (>=0.3.2)", "sphinx-rtd-theme (>=1)", "towncrier (>=22.8)"]
 testing = ["coverage (>=6.2)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=21.3)", "pytest (>=7.0.1)", "pytest-env (>=0.6.2)", "pytest-freezegun (>=0.4.2)", "pytest-mock (>=3.6.1)", "pytest-randomly (>=3.10.3)", "pytest-timeout (>=2.1)"]
 
 [[package]]
@@ -1922,20 +1929,20 @@ cffi = ">=1.0"
 
 [[package]]
 name = "zipp"
-version = "3.8.1"
+version = "3.10.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 
 [package.extras]
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+docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)"]
+testing = ["flake8 (<5)", "func-timeout", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
 
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 python-versions = ">=3.8, <3.11"
-content-hash = "01bad2506d470351aa965a49c64032360d24dbe1c9b7dd4c012d466f8ef158e4"
+content-hash = "8d0d5ff87cb3b96000e78b95581a0dee243978bc3785bcd5907d401187d6023f"
 
 [metadata.files]
 appnope = [
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-    {file = "stack_data-0.5.1.tar.gz", hash = "sha256:95eb784942e861a3d80efd549ff9af6cf847d88343a12eb681d7157cfcb6e32b"},
+    {file = "stack_data-0.6.0-py3-none-any.whl", hash = "sha256:b92d206ef355a367d14316b786ab41cb99eb453a21f2cb216a4204625ff7bc07"},
+    {file = "stack_data-0.6.0.tar.gz", hash = "sha256:8e515439f818efaa251036af72d89e4026e2b03993f3453c000b200fb4f2d6aa"},
 ]
 stevedore = [
-    {file = "stevedore-4.0.0-py3-none-any.whl", hash = "sha256:87e4d27fe96d0d7e4fc24f0cbe3463baae4ec51e81d95fbe60d2474636e0c7d8"},
-    {file = "stevedore-4.0.0.tar.gz", hash = "sha256:f82cc99a1ff552310d19c379827c2c64dd9f85a38bcd5559db2470161867b786"},
+    {file = "stevedore-4.1.0-py3-none-any.whl", hash = "sha256:3b1cbd592a87315f000d05164941ee5e164899f8fc0ce9a00bb0f321f40ef93e"},
+    {file = "stevedore-4.1.0.tar.gz", hash = "sha256:02518a8f0d6d29be8a445b7f2ac63753ff29e8f2a2faa01777568d5500d777a6"},
 ]
 threadpoolctl = [
     {file = "threadpoolctl-3.1.0-py3-none-any.whl", hash = "sha256:8b99adda265feb6773280df41eece7b2e6561b772d21ffd52e372f999024907b"},
     {file = "threadpoolctl-3.1.0.tar.gz", hash = "sha256:a335baacfaa4400ae1f0d8e3a58d6674d2f8828e3716bb2802c44955ad391380"},
 ]
 tinycss2 = [
-    {file = "tinycss2-1.1.1-py3-none-any.whl", hash = "sha256:fe794ceaadfe3cf3e686b22155d0da5780dd0e273471a51846d0a02bc204fec8"},
-    {file = "tinycss2-1.1.1.tar.gz", hash = "sha256:b2e44dd8883c360c35dd0d1b5aad0b610e5156c2cb3b33434634e539ead9d8bf"},
+    {file = "tinycss2-1.2.1-py3-none-any.whl", hash = "sha256:2b80a96d41e7c3914b8cda8bc7f705a4d9c49275616e886103dd839dfc847847"},
+    {file = "tinycss2-1.2.1.tar.gz", hash = "sha256:8cff3a8f066c2ec677c06dbc7b45619804a6938478d9d73c284b29d14ecb0627"},
 ]
 toml = [
     {file = "toml-0.10.2-py2.py3-none-any.whl", hash = "sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b"},
@@ -3266,8 +3317,8 @@ tomli = [
     {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
 ]
 tomlkit = [
-    {file = "tomlkit-0.11.5-py3-none-any.whl", hash = "sha256:f2ef9da9cef846ee027947dc99a45d6b68a63b0ebc21944649505bf2e8bc5fe7"},
-    {file = "tomlkit-0.11.5.tar.gz", hash = "sha256:571854ebbb5eac89abcb4a2e47d7ea27b89bf29e09c35395da6f03dd4ae23d1c"},
+    {file = "tomlkit-0.11.6-py3-none-any.whl", hash = "sha256:07de26b0d8cfc18f871aec595fda24d95b08fef89d147caa861939f37230bf4b"},
+    {file = "tomlkit-0.11.6.tar.gz", hash = "sha256:71b952e5721688937fb02cf9d354dbcf0785066149d2855e44531ebdd2b65d73"},
 ]
 tornado = [
     {file = "tornado-6.2-cp37-abi3-macosx_10_9_universal2.whl", hash = "sha256:20f638fd8cc85f3cbae3c732326e96addff0a15e22d80f049e00121651e82e72"},
@@ -3287,12 +3338,12 @@ traceback2 = [
     {file = "traceback2-1.4.0.tar.gz", hash = "sha256:05acc67a09980c2ecfedd3423f7ae0104839eccb55fc645773e1caa0951c3030"},
 ]
 traitlets = [
-    {file = "traitlets-5.4.0-py3-none-any.whl", hash = "sha256:93663cc8236093d48150e2af5e2ed30fc7904a11a6195e21bab0408af4e6d6c8"},
-    {file = "traitlets-5.4.0.tar.gz", hash = "sha256:3f2c4e435e271592fe4390f1746ea56836e3a080f84e7833f0f801d9613fec39"},
+    {file = "traitlets-5.5.0-py3-none-any.whl", hash = "sha256:1201b2c9f76097195989cdf7f65db9897593b0dfd69e4ac96016661bb6f0d30f"},
+    {file = "traitlets-5.5.0.tar.gz", hash = "sha256:b122f9ff2f2f6c1709dab289a05555be011c87828e911c0cf4074b85cb780a79"},
 ]
 typing-extensions = [
-    {file = "typing_extensions-4.3.0-py3-none-any.whl", hash = "sha256:25642c956049920a5aa49edcdd6ab1e06d7e5d467fc00e0506c44ac86fbfca02"},
-    {file = "typing_extensions-4.3.0.tar.gz", hash = "sha256:e6d2677a32f47fc7eb2795db1dd15c1f34eff616bcaf2cfb5e997f854fa1c4a6"},
+    {file = "typing_extensions-4.4.0-py3-none-any.whl", hash = "sha256:16fa4864408f655d35ec496218b85f79b3437c829e93320c7c9215ccfd92489e"},
+    {file = "typing_extensions-4.4.0.tar.gz", hash = "sha256:1511434bb92bf8dd198c12b1cc812e800d4181cfcb867674e0f8279cc93087aa"},
 ]
 unittest2 = [
     {file = "unittest2-1.1.0-py2.py3-none-any.whl", hash = "sha256:13f77d0875db6d9b435e1d4f41e74ad4cc2eb6e1d5c824996092b3430f088bb8"},
@@ -3303,8 +3354,8 @@ urllib3 = [
     {file = "urllib3-1.26.12.tar.gz", hash = "sha256:3fa96cf423e6987997fc326ae8df396db2a8b7c667747d47ddd8ecba91f4a74e"},
 ]
 virtualenv = [
-    {file = "virtualenv-20.16.5-py3-none-any.whl", hash = "sha256:d07dfc5df5e4e0dbc92862350ad87a36ed505b978f6c39609dc489eadd5b0d27"},
-    {file = "virtualenv-20.16.5.tar.gz", hash = "sha256:227ea1b9994fdc5ea31977ba3383ef296d7472ea85be9d6732e42a91c04e80da"},
+    {file = "virtualenv-20.16.6-py3-none-any.whl", hash = "sha256:186ca84254abcbde98180fd17092f9628c5fe742273c02724972a1d8a2035108"},
+    {file = "virtualenv-20.16.6.tar.gz", hash = "sha256:530b850b523c6449406dfba859d6345e48ef19b8439606c5d74d7d3c9e14d76e"},
 ]
 wcwidth = [
     {file = "wcwidth-0.2.5-py2.py3-none-any.whl", hash = "sha256:beb4802a9cebb9144e99086eff703a642a13d6a0052920003a230f3294bbe784"},
@@ -3372,6 +3423,6 @@ xattr = [
     {file = "xattr-0.9.9.tar.gz", hash = "sha256:09cb7e1efb3aa1b4991d6be4eb25b73dc518b4fe894f0915f5b0dcede972f346"},
 ]
 zipp = [
-    {file = "zipp-3.8.1-py3-none-any.whl", hash = "sha256:47c40d7fe183a6f21403a199b3e4192cca5774656965b0a4988ad2f8feb5f009"},
-    {file = "zipp-3.8.1.tar.gz", hash = "sha256:05b45f1ee8f807d0cc928485ca40a07cb491cf092ff587c0df9cb1fd154848d2"},
+    {file = "zipp-3.10.0-py3-none-any.whl", hash = "sha256:4fcb6f278987a6605757302a6e40e896257570d11c51628968ccb2a47e80c6c1"},
+    {file = "zipp-3.10.0.tar.gz", hash = "sha256:7a7262fd930bd3e36c50b9a64897aec3fafff3dfdeec9623ae22b40e93f99bb8"},
 ]
diff --git a/pyproject.toml b/pyproject.toml
index 42fde2d7..ed7f611f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -10,7 +10,7 @@ packages = [
     {include = "tests"}
 ]
 include = ["tutorials"]
-version = "0.2.0"
+version = "0.2.1"
 description = "A library of solvers that leverage neuromorphic hardware for constrained optimization. Lava-Optimization is part of Lava Framework. Lava-optimization is part of Lava Framework"
 homepage = "https://lava-nc.org/"
 repository = "https://github.com/lava-nc/lava-optimization"
@@ -48,7 +48,7 @@ classifiers = [
 [tool.poetry.dependencies]
 python = ">=3.8, <3.11"
 
-lava-nc = { git = "https://github.com/lava-nc/lava.git", branch = "main"}
+lava-nc = { git = "https://github.com/lava-nc/lava.git", branch = "main", tag = "v0.5.1", develop = true }
 
 numpy = "^1.23.1"
 networkx = "<=2.8"