diff --git a/README.md b/README.md
index 5549c71..c6e6b03 100644
--- a/README.md
+++ b/README.md
@@ -26,10 +26,17 @@ You can install the nada-ai library using Poetry:
 
 ```bash
 git clone https://github.com/NillionNetwork/nada-ai.git
-pip3 install poetry
-poetry install nada-ai
+pip install ./nada-ai
 ```
+### Advanced Options
 
+In certain cases, you may want to install Nada AI with different development libraries. The options may be installed as follows:
+```
+pip install ./nada-ai[examples] # To include the libraries required for the examples
+pip install ./nada-ai[linter] # To include automatic linting tools for development
+```
+
+In a normal scenario, these libraries won't be installed by Nada AI.
 ## License
 
 This project is licensed under the Apache2 License. See the LICENSE file for details.
diff --git a/poetry.lock b/poetry.lock
index 84f2138..0f885e8 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2,13 +2,13 @@
 
 [[package]]
 name = "astroid"
-version = "3.2.3"
+version = "3.2.4"
 description = "An abstract syntax tree for Python with inference support."
 optional = false
 python-versions = ">=3.8.0"
 files = [
-    {file = "astroid-3.2.3-py3-none-any.whl", hash = "sha256:3eae9ea67c11c858cdd2c91337d2e816bd019ac897ca07d7b346ac10105fceb3"},
-    {file = "astroid-3.2.3.tar.gz", hash = "sha256:7099b5a60985529d8d46858befa103b82d0d05a5a5e8b816b5303ed96075e1d9"},
+    {file = "astroid-3.2.4-py3-none-any.whl", hash = "sha256:413658a61eeca6202a59231abb473f932038fbcbf1666587f66d482083413a25"},
+    {file = "astroid-3.2.4.tar.gz", hash = "sha256:0e14202810b30da1b735827f78f5157be2bbd4a7a59b7707ca0bfc2fb4c0063a"},
 ]
 
 [package.dependencies]
@@ -62,6 +62,52 @@ files = [
     {file = "bech32-1.2.0.tar.gz", hash = "sha256:7d6db8214603bd7871fcfa6c0826ef68b85b0abd90fa21c285a9c5e21d2bd899"},
 ]
 
+[[package]]
+name = "black"
+version = "24.4.2"
+description = "The uncompromising code formatter."
+optional = true
+python-versions = ">=3.8"
+files = [
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+    {file = "black-24.4.2-cp310-cp310-win_amd64.whl", hash = "sha256:7768a0dbf16a39aa5e9a3ded568bb545c8c2727396d063bbaf847df05b08cd96"},
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+    {file = "black-24.4.2-cp312-cp312-win_amd64.whl", hash = "sha256:415e686e87dbbe6f4cd5ef0fbf764af7b89f9057b97c908742b6008cc554b9c0"},
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+    {file = "black-24.4.2.tar.gz", hash = "sha256:c872b53057f000085da66a19c55d68f6f8ddcac2642392ad3a355878406fbd4d"},
+]
+
+[package.dependencies]
+click = ">=8.0.0"
+mypy-extensions = ">=0.4.3"
+packaging = ">=22.0"
+pathspec = ">=0.9.0"
+platformdirs = ">=2"
+tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
+typing-extensions = {version = ">=4.0.1", markers = "python_version < \"3.11\""}
+
+[package.extras]
+colorama = ["colorama (>=0.4.3)"]
+d = ["aiohttp (>=3.7.4)", "aiohttp (>=3.7.4,!=3.9.0)"]
+jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
+uvloop = ["uvloop (>=0.15.2)"]
+
 [[package]]
 name = "certifi"
 version = "2024.7.4"
@@ -172,6 +218,20 @@ files = [
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 ]
 
+[[package]]
+name = "click"
+version = "8.1.7"
+description = "Composable command line interface toolkit"
+optional = true
+python-versions = ">=3.7"
+files = [
+    {file = "click-8.1.7-py3-none-any.whl", hash = "sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28"},
+    {file = "click-8.1.7.tar.gz", hash = "sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de"},
+]
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+
 [[package]]
 name = "cmdstanpy"
 version = "1.2.4"
@@ -340,13 +400,13 @@ gmpy2 = ["gmpy2"]
 
 [[package]]
 name = "exceptiongroup"
-version = "1.2.1"
+version = "1.2.2"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "exceptiongroup-1.2.1-py3-none-any.whl", hash = "sha256:5258b9ed329c5bbdd31a309f53cbfb0b155341807f6ff7606a1e801a891b29ad"},
-    {file = "exceptiongroup-1.2.1.tar.gz", hash = "sha256:a4785e48b045528f5bfe627b6ad554ff32def154f42372786903b7abcfe1aa16"},
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+    {file = "exceptiongroup-1.2.2.tar.gz", hash = "sha256:47c2edf7c6738fafb49fd34290706d1a1a2f4d1c6df275526b62cbb4aa5393cc"},
 ]
 
 [package.extras]
@@ -491,71 +551,71 @@ grpc = ["grpcio (>=1.44.0,<2.0.0.dev0)"]
 
 [[package]]
 name = "grpcio"
-version = "1.65.0"
+version = "1.65.1"
 description = "HTTP/2-based RPC framework"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "mypy-1.11.0.tar.gz", hash = "sha256:93743608c7348772fdc717af4aeee1997293a1ad04bc0ea6efa15bf65385c538"},
 ]
 
 [package.dependencies]
 mypy-extensions = ">=1.0.0"
 tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
-typing-extensions = ">=4.1.0"
+typing-extensions = ">=4.6.0"
 
 [package.extras]
 dmypy = ["psutil (>=4.0)"]
@@ -1050,20 +1110,24 @@ test = ["pytest (>=7.4,<9.0)", "pytest-cov (>=4,<6)"]
 
 [[package]]
 name = "nada-numpy"
-version = "0.3.0"
+version = "0.3.2"
 description = "Nada-Numpy is a Python library designed for algebraic operations on NumPy-like array objects on top of Nada DSL and Nillion Network."
 optional = false
 python-versions = "<4.0,>=3.10"
 files = [
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 ]
 
 [package.dependencies]
-nada-dsl = ">=0.4,<0.5"
+nada-dsl = ">=0.4.0,<0.5.0"
 nillion-python-helpers = ">=0.2.3,<0.3.0"
 numpy = ">=1.26.4,<2.0.0"
-py-nillion-client = ">=0.4,<0.5"
+py-nillion-client = ">=0.4.0,<0.5.0"
+
+[package.extras]
+examples = ["scikit-learn (>=1.5.1,<2.0.0)"]
+linter = ["black (>=24.4.2,<25.0.0)", "isort (>=5.13.2,<6.0.0)"]
 
 [[package]]
 name = "networkx"
@@ -1271,6 +1335,7 @@ description = "Nvidia JIT LTO Library"
 optional = false
 python-versions = ">=3"
 files = [
+    {file = "nvidia_nvjitlink_cu12-12.5.82-py3-none-manylinux2014_aarch64.whl", hash = "sha256:98103729cc5226e13ca319a10bbf9433bbbd44ef64fe72f45f067cacc14b8d27"},
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 ]
@@ -1388,6 +1453,17 @@ lint = ["pylint (>=2.17,<3.0)"]
 publish = ["build (>=0.10,<1.0)", "twine (>=4.0,<5.0)"]
 test = ["pytest (>=7.4,<8.0)", "pytest-cov (>=4.0,<5.0)"]
 
+[[package]]
+name = "pathspec"
+version = "0.12.1"
+description = "Utility library for gitignore style pattern matching of file paths."
+optional = true
+python-versions = ">=3.8"
+files = [
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+    {file = "pathspec-0.12.1.tar.gz", hash = "sha256:a482d51503a1ab33b1c67a6c3813a26953dbdc71c31dacaef9a838c4e29f5712"},
+]
+
 [[package]]
 name = "pillow"
 version = "10.4.0"
@@ -1546,22 +1622,22 @@ parallel = ["dask[dataframe]", "distributed"]
 
 [[package]]
 name = "protobuf"
-version = "4.25.3"
+version = "4.25.4"
 description = ""
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "protobuf-4.25.4-cp39-cp39-win32.whl", hash = "sha256:90bf6fd378494eb698805bbbe7afe6c5d12c8e17fca817a646cd6a1818c696ca"},
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 ]
 
 [[package]]
@@ -1626,17 +1702,17 @@ files = [
 
 [[package]]
 name = "pylint"
-version = "3.2.5"
+version = "3.2.6"
 description = "python code static checker"
 optional = false
 python-versions = ">=3.8.0"
 files = [
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+    {file = "pylint-3.2.6-py3-none-any.whl", hash = "sha256:03c8e3baa1d9fb995b12c1dbe00aa6c4bcef210c2a2634374aedeb22fb4a8f8f"},
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 ]
 
 [package.dependencies]
-astroid = ">=3.2.2,<=3.3.0-dev0"
+astroid = ">=3.2.4,<=3.3.0-dev0"
 colorama = {version = ">=0.4.5", markers = "sys_platform == \"win32\""}
 dill = [
     {version = ">=0.2", markers = "python_version < \"3.11\""},
@@ -1669,13 +1745,13 @@ diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
 name = "pytest"
-version = "8.2.2"
+version = "8.3.2"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1683,7 +1759,7 @@ colorama = {version = "*", markers = "sys_platform == \"win32\""}
 exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""}
 iniconfig = "*"
 packaging = "*"
-pluggy = ">=1.5,<2.0"
+pluggy = ">=1.5,<2"
 tomli = {version = ">=1", markers = "python_version < \"3.11\""}
 
 [package.extras]
@@ -1691,13 +1767,13 @@ dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "pygments
 
 [[package]]
 name = "pytest-asyncio"
-version = "0.23.7"
+version = "0.23.8"
 description = "Pytest support for asyncio"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1802,110 +1878,114 @@ test = ["pytest (>=7.4,<8.0)", "pytest-cov (>=4.0,<5.0)"]
 
 [[package]]
 name = "rpds-py"
-version = "0.19.0"
+version = "0.19.1"
 description = "Python bindings to Rust's persistent data structures (rpds)"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [[package]]
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+version = "1.13.1"
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 opt-einsum = ["opt-einsum (>=3.3)"]
 optree = ["optree (>=0.9.1)"]
 
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+    {file = "torchvision-0.18.1-cp310-cp310-manylinux1_x86_64.whl", hash = "sha256:0b3bda0aa5b416eeb547143b8eeaf17720bdba9cf516dc991aacb81811aa96a5"},
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+    {file = "torchvision-0.18.1-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:02085a2ffc7461f5c0edb07d6f3455ee1806561f37736b903da820067eea58c7"},
+    {file = "torchvision-0.18.1-cp38-cp38-manylinux2014_aarch64.whl", hash = "sha256:9726c316a2501df8503e5a5dc46a631afd4c515a958972e5b7f7b9c87d2125c0"},
+    {file = "torchvision-0.18.1-cp38-cp38-win_amd64.whl", hash = "sha256:64a2662dbf30db9055d8b201d6e56f312a504e5ccd9d144c57c41622d3c524cb"},
+    {file = "torchvision-0.18.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:975b8594c0f5288875408acbb74946eea786c5b008d129c0d045d0ead23742bc"},
+    {file = "torchvision-0.18.1-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:da83c8bbd34d8bee48bfa1d1b40e0844bc3cba10ed825a5a8cbe3ce7b62264cd"},
+    {file = "torchvision-0.18.1-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:54bfcd352abb396d5c9c237d200167c178bd136051b138e1e8ef46ce367c2773"},
+    {file = "torchvision-0.18.1-cp39-cp39-win_amd64.whl", hash = "sha256:5c8366a1aeee49e9ea9e64b30d199debdf06b1bd7610a76165eb5d7869c3bde5"},
+]
+
+[package.dependencies]
+numpy = "*"
+pillow = ">=5.3.0,<8.3.dev0 || >=8.4.dev0"
+torch = "2.3.1"
+
+[package.extras]
+scipy = ["scipy"]
+
 [[package]]
 name = "tqdm"
 version = "4.66.4"
@@ -2234,7 +2351,11 @@ h2 = ["h2 (>=4,<5)"]
 socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
 zstd = ["zstandard (>=0.18.0)"]
 
+[extras]
+examples = ["torchvision"]
+linter = ["black", "isort"]
+
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.10"
-content-hash = "e1db0c3c32f6c2f506a47c33864bfb55b1402b504ea13e73b021b1d840d7b704"
+content-hash = "21473264001ccce3dbc6d6f076241d166e6964d331cf947451d4ff2b991530df"
diff --git a/pyproject.toml b/pyproject.toml
index c119759..cadfce7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,20 +1,22 @@
 [tool.poetry]
 name = "nada-ai"
-version = "0.3.0"
+version = "0.3.1"
 description = "Nada-AI is a Python library designed for AI/ML on top of Nada DSL and Nillion Network."
 authors = ["Mathias Leys <mathias.leys@nillion.com>"]
 readme = "README.md"
 
 [tool.poetry.dependencies]
 python = "^3.10"
-numpy = "^1.26.4"
 torch = "^2.0.0"
 scikit-learn = "^1.4.2"
 prophet = "^1.1.5"
-nillion-python-helpers = "~0.2.3" # Works for 0.2.3 version
-nada-numpy="~0.3" # Works for any 0.3.x version
-nada-dsl="~0.4" # Works for any 0.4.x version
-py-nillion-client="~0.4" # Works for any 0.4.x version
+nillion-python-helpers = "^0.2.3"
+nada-numpy="^0.3.2"
+nada-dsl="^0.4.0"
+py-nillion-client="^0.4.0"
+torchvision = {version="^0.18.1", optional=true}
+black = {version="^24.4.2", optional=true}
+isort = {version="^5.13.2", optional=true}
 
 [tool.poetry.group.dev.dependencies]
 pytest = "^8.2.0"
@@ -25,3 +27,8 @@ mypy = "^1.10.0"
 [build-system]
 requires = ["poetry-core"]
 build-backend = "poetry.core.masonry.api"
+
+
+[tool.poetry.extras]
+linter = ["black", "isort"]
+examples = ["torchvision"]