diff --git a/Makefile b/Makefile
index f241c58f3..c12aac4b5 100644
--- a/Makefile
+++ b/Makefile
@@ -11,17 +11,17 @@ setup_env:
 	poetry run python -m pip install -U pip wheel
 	poetry run python -m pip install -U --force-reinstall setuptools
 	if [[ $$(uname) != "Linux" ]] && [[ $$(uname) != "Darwin" ]]; then \
-		poetry install --extras full --only dev; \
+		poetry install --only dev; \
 	else \
-		poetry install --extras full; \
+		poetry install; \
 	fi
 
 .PHONY: sync_env # Synchronise the environment
 sync_env:
 	if [[ $$(uname) != "Linux" ]] && [[ $$(uname) != "Darwin" ]]; then \
-		poetry install --extras full --remove-untracked --only dev; \
+		poetry install --remove-untracked --only dev; \
 	else \
-		poetry install --extras full --remove-untracked; \
+		poetry install --remove-untracked; \
 	fi
 	$(MAKE) setup_env
 
diff --git a/concrete/numpy/compilation/artifacts.py b/concrete/numpy/compilation/artifacts.py
index 61669a298..c04b3b04e 100644
--- a/concrete/numpy/compilation/artifacts.py
+++ b/concrete/numpy/compilation/artifacts.py
@@ -26,7 +26,6 @@ class DebugArtifacts:
     source_code: Optional[str]
     parameter_encryption_statuses: Dict[str, str]
 
-    drawings_of_graphs: Dict[str, List[str]]
     textual_representations_of_graphs: Dict[str, List[str]]
 
     final_graph: Optional[Graph]
@@ -42,7 +41,6 @@ class DebugArtifacts:
         self.source_code = None
         self.parameter_encryption_statuses = {}
 
-        self.drawings_of_graphs = {}
         self.textual_representations_of_graphs = {}
 
         self.final_graph = None
@@ -97,23 +95,9 @@ class DebugArtifacts:
         if name not in self.textual_representations_of_graphs:
             self.textual_representations_of_graphs[name] = []
 
-        if name not in self.drawings_of_graphs:
-            self.drawings_of_graphs[name] = []
-
         textual_representation = graph.format()
         self.textual_representations_of_graphs[name].append(textual_representation)
 
-        # 100 is an arbitrary number after which the drawing would become too hard to follow
-        if len(graph.graph.nodes()) < 100:
-            try:
-                drawing = graph.draw()
-                self.drawings_of_graphs[name].append(str(drawing))
-            except ImportError as error:  # pragma: no cover
-                if "pygraphviz" in str(error):
-                    pass
-                else:
-                    raise error
-
         self.final_graph = graph
 
     def add_final_graph_bounds(self, bounds: Dict[Node, Dict[str, Any]]):
@@ -209,15 +193,6 @@ class DebugArtifacts:
 
         identifier = 0
 
-        drawings = self.drawings_of_graphs.items()
-        for name, drawing_filenames in drawings:
-            for drawing_filename in drawing_filenames:
-                identifier += 1
-                output_path = output_directory.joinpath(f"{identifier}.{name}.graph.png")
-                shutil.copy(drawing_filename, output_path)
-
-        identifier = 0
-
         textual_representations = self.textual_representations_of_graphs.items()
         for name, representations in textual_representations:
             for representation in representations:
diff --git a/concrete/numpy/compilation/circuit.py b/concrete/numpy/compilation/circuit.py
index aff8f481f..700c2efc5 100644
--- a/concrete/numpy/compilation/circuit.py
+++ b/concrete/numpy/compilation/circuit.py
@@ -2,7 +2,6 @@
 Declaration of `Circuit` class.
 """
 
-from pathlib import Path
 from typing import Any, Optional, Tuple, Union, cast
 
 import numpy as np
@@ -66,37 +65,6 @@ class Circuit:
     def __str__(self):
         return self.graph.format()
 
-    def draw(
-        self,
-        show: bool = False,
-        horizontal: bool = False,
-        save_to: Optional[Union[Path, str]] = None,
-    ) -> Path:
-        """
-        Draw `self.graph` and optionally save/show the drawing.
-
-        note that this function requires the python `pygraphviz` package
-        which itself requires the installation of `graphviz` packages
-        see https://pygraphviz.github.io/documentation/stable/install.html
-
-        Args:
-            show (bool, default = False):
-                whether to show the drawing using matplotlib or not
-
-            horizontal (bool, default = False):
-                whether to draw horizontally or not
-
-            save_to (Optional[Path], default = None):
-                path to save the drawing
-                a temporary file will be used if it's None
-
-        Returns:
-            Path:
-                path to the saved drawing
-        """
-
-        return self.graph.draw(show, horizontal, save_to)
-
     def keygen(self, force: bool = False):
         """
         Generate keys required for homomorphic evaluation.
diff --git a/concrete/numpy/representation/graph.py b/concrete/numpy/representation/graph.py
index 3f8e3ffeb..5cdf40434 100644
--- a/concrete/numpy/representation/graph.py
+++ b/concrete/numpy/representation/graph.py
@@ -2,20 +2,15 @@
 Declaration of `Graph` class.
 """
 
-import os
-import tempfile
 from copy import deepcopy
-from pathlib import Path
 from typing import Any, Dict, Iterable, List, Optional, Tuple, Union
 
-import matplotlib.pyplot as plt
 import networkx as nx
 import numpy as np
-from PIL import Image
 
 from ..dtypes import Float, Integer, UnsignedInteger
 from .node import Node
-from .operation import OPERATION_COLOR_MAPPING, Operation
+from .operation import Operation
 
 
 class Graph:
@@ -92,112 +87,6 @@ class Graph:
 
         return node_results
 
-    def draw(
-        self,
-        show: bool = False,
-        horizontal: bool = False,
-        save_to: Optional[Union[Path, str]] = None,
-    ) -> Path:
-        """
-        Draw the `Graph` and optionally save/show the drawing.
-
-        note that this function requires the python `pygraphviz` package
-        which itself requires the installation of `graphviz` packages
-        see https://pygraphviz.github.io/documentation/stable/install.html
-
-        Args:
-            show (bool, default = False):
-                whether to show the drawing using matplotlib or not
-
-            horizontal (bool, default = False):
-                whether to draw horizontally or not
-
-            save_to (Optional[Path], default = None):
-                path to save the drawing
-                a temporary file will be used if it's None
-
-        Returns:
-            Path:
-                path to the saved drawing
-        """
-
-        def get_color(node, output_nodes):
-            if node in output_nodes:
-                return OPERATION_COLOR_MAPPING["output"]
-            return OPERATION_COLOR_MAPPING[node.operation]
-
-        graph = self.graph
-        output_nodes = set(self.output_nodes.values())
-
-        attributes = {
-            node: {
-                "label": node.label(),
-                "color": get_color(node, output_nodes),
-                "penwidth": 2,  # double thickness for circles
-                "peripheries": 2 if node in output_nodes else 1,  # two circles for output nodes
-            }
-            for node in graph.nodes
-        }
-        nx.set_node_attributes(graph, attributes)
-
-        for edge in graph.edges(keys=True):
-            idx = graph.edges[edge]["input_idx"]
-            graph.edges[edge]["label"] = f" {idx} "
-
-        try:
-            agraph = nx.nx_agraph.to_agraph(graph)
-        except ImportError as error:  # pragma: no cover
-            if "pygraphviz" in str(error):
-                raise ImportError(
-                    "Graph.draw requires pygraphviz. Install graphviz distribution to your OS "
-                    "following https://pygraphviz.github.io/documentation/stable/install.html "
-                    "and reinstall concrete-numpy with extras: `pip install --force-reinstall "
-                    "concrete-numpy[full]`"
-                ) from error
-
-            raise
-
-        agraph.graph_attr["rankdir"] = "LR" if horizontal else "TB"
-        agraph.layout("dot")
-
-        if save_to is None:
-            with tempfile.NamedTemporaryFile(suffix=".png", delete=False) as tmp:
-                # we need to change the permissions of the temporary file
-                # so that it can be read by all users
-
-                # (https://stackoverflow.com/a/44130605)
-
-                # get the old umask and replace it with 0o666
-                old_umask = os.umask(0o666)
-
-                # restore the old umask back
-                os.umask(old_umask)
-
-                # combine the old umask with the wanted permissions
-                permissions = 0o666 & ~old_umask
-
-                # set new permissions
-                os.chmod(tmp.name, permissions)
-
-                save_to_str = str(tmp.name)
-        else:
-            save_to_str = str(save_to)
-
-        agraph.draw(save_to_str)
-
-        if show:  # pragma: no cover
-            plt.close("all")
-            plt.figure()
-
-            img = Image.open(save_to_str)
-            plt.imshow(img)
-            img.close()
-
-            plt.axis("off")
-            plt.show()
-
-        return Path(save_to_str)
-
     def format(
         self,
         maximum_constant_length: int = 25,
diff --git a/concrete/numpy/representation/node.py b/concrete/numpy/representation/node.py
index c4fd90aea..91066ae8e 100644
--- a/concrete/numpy/representation/node.py
+++ b/concrete/numpy/representation/node.py
@@ -223,7 +223,7 @@ class Node:
 
     def format(self, predecessors: List[str], maximum_constant_length: int = 45) -> str:
         """
-        Get the textual representation of the `Node` (for printing).
+        Get the textual representation of the `Node` (dependent to preds).
 
         Args:
             predecessors (List[str]):
@@ -234,7 +234,7 @@ class Node:
 
         Returns:
             str:
-                textual representation of the `Node` (for printing)
+                textual representation of the `Node` (dependent to preds)
         """
 
         if self.operation == Operation.Constant:
@@ -276,11 +276,11 @@ class Node:
 
     def label(self) -> str:
         """
-        Get the textual representation of the `Node` (for drawing).
+        Get the textual representation of the `Node` (independent of preds).
 
         Returns:
             str:
-                textual representation of the `Node` (for drawing).
+                textual representation of the `Node` (independent of preds).
         """
 
         if self.operation == Operation.Constant:
diff --git a/docker/Dockerfile.release b/docker/Dockerfile.release
index 8321d2432..136a5b9cd 100644
--- a/docker/Dockerfile.release
+++ b/docker/Dockerfile.release
@@ -20,7 +20,7 @@ RUN apt-get update && apt-get upgrade --no-install-recommends -y && \
     rm -rf /var/lib/apt/lists/* && \
     python3 -m pip install --no-cache-dir --upgrade pip wheel setuptools && \
     echo "export MPLBACKEND=TkAgg" >> /root/.bashrc && \
-    python3 -m pip install --no-cache-dir "$(ls ./*.whl)[full]" && \
+    python3 -m pip install --no-cache-dir "$(ls ./*.whl)" && \
     python3 -m pip install --no-cache-dir -r release_requirements.txt
 
 WORKDIR /app
diff --git a/docs/SUMMARY.md b/docs/SUMMARY.md
index 77b5e17fc..d63664c9d 100644
--- a/docs/SUMMARY.md
+++ b/docs/SUMMARY.md
@@ -14,7 +14,7 @@
 * [Extensions](tutorial/extensions.md)
 * [Table Lookups](tutorial/table\_lookup.md)
 * [Floating Points](tutorial/floating\_points.md)
-* [Format and Draw](tutorial/formatting\_and\_drawing.md)
+* [Format](tutorial/formatting.md)
 
 ## How To
 
diff --git a/docs/dev/contributing.md b/docs/dev/contributing.md
index 08c1d272a..ba999e85d 100644
--- a/docs/dev/contributing.md
+++ b/docs/dev/contributing.md
@@ -58,7 +58,7 @@ make show_scope
 
 ```shell
 git commit -m "feat: implement bounds checking"
-git commit -m "feat(debugging): add an helper function to draw intermediate representation"
+git commit -m "feat(debugging): add an helper function to print intermediate representation"
 git commit -m "fix(tracing): fix a bug that crashed pytorch tracer"
 ```
 
diff --git a/docs/dev/terminology_and_structure.md b/docs/dev/terminology_and_structure.md
index 5f102a840..d1e3abf07 100644
--- a/docs/dev/terminology_and_structure.md
+++ b/docs/dev/terminology_and_structure.md
@@ -7,7 +7,7 @@ Some terms used throughout the project include:
 * computation graph - a data structure to represent a computation. This is basically a directed acyclic graph in which nodes are either inputs, constants or operations on other nodes.
 * tracing - the technique that takes a Python function from the user and generates the  corresponding computation graph in an easy to read format.
 * bounds - before a computation graph is converted to MLIR, we need to know which node will output which type (e.g., uint3 vs euint5). Computation graphs with different inputs must remember the minimum and maximum values for each node, which is what we call bounds, and use bounds to determine the appropriate type for each node
-* circuit - the result of compilation. A circuit is made of the client and server components and has methods, everything from printing and drawing to evaluation.
+* circuit - the result of compilation. A circuit is made of the client and server components and has methods, everything from printing to evaluation.
 
 ## Module structure
 
diff --git a/docs/getting-started/installing.md b/docs/getting-started/installing.md
index 09f142cac..4ccb8b6f2 100644
--- a/docs/getting-started/installing.md
+++ b/docs/getting-started/installing.md
@@ -15,17 +15,6 @@ pip install concrete-numpy
 Apple silicon users must use docker installation (explained below) as there is no ARM version of some of our dependencies for the time being.
 {% endhint %}
 
-You can install the extra python dependencies for drawing circuits:
-
-```shell
-pip install -U pip wheel setuptools
-pip install concrete-numpy[full]
-```
-
-{% hint style="info" %}
-**Concrete Numpy** depends on `pygraphviz` for drawing, which requires `graphviz` packages to be installed on your system (see [pygraphviz installation documentation](https://pygraphviz.github.io/documentation/stable/install.html)).
-{% endhint %}
-
 ## Using Docker
 
 You can also get the **Concrete Numpy** docker image:
diff --git a/docs/linux.dependency.licenses.txt b/docs/linux.dependency.licenses.txt
index 20d6b88b1..ee7bd0e4b 100644
--- a/docs/linux.dependency.licenses.txt
+++ b/docs/linux.dependency.licenses.txt
@@ -3,13 +3,12 @@
  PyYAML             6.0        MIT License
  concrete-compiler  0.15.0     BSD-3
  cycler             0.11.0     BSD License
- fonttools          4.34.4     MIT License
+ fonttools          4.36.0     MIT License
  kiwisolver         1.4.4      BSD License
  matplotlib         3.5.3      Python Software Foundation License
  networkx           2.8.5      BSD License
- numpy              1.23.1     BSD License
+ numpy              1.23.2     BSD License
  packaging          21.3       Apache Software License; BSD License
- pygraphviz         1.9        BSD License
  pyparsing          3.0.9      MIT License
  python-dateutil    2.8.2      Apache Software License; BSD License
  setuptools-scm     6.4.2      MIT License
diff --git a/docs/tutorial/formatting.md b/docs/tutorial/formatting.md
new file mode 100644
index 000000000..7c11e8350
--- /dev/null
+++ b/docs/tutorial/formatting.md
@@ -0,0 +1,19 @@
+# Format
+
+Sometimes, it can be useful to print circuits. We provide methods to just do that.
+
+## Formatting
+
+You can convert your compiled circuit into its textual representation by converting it to string:
+
+<!--pytest-codeblocks:skip-->
+```python
+str(circuit)
+```
+
+If you just want to see the output on your terminal, you can directly print it as well:
+
+<!--pytest-codeblocks:skip-->
+```python
+print(circuit)
+```
diff --git a/docs/tutorial/formatting_and_drawing.md b/docs/tutorial/formatting_and_drawing.md
deleted file mode 100644
index 22f20928c..000000000
--- a/docs/tutorial/formatting_and_drawing.md
+++ /dev/null
@@ -1,64 +0,0 @@
-# Format and Draw
-
-Sometimes, it can be useful to format or draw circuits. We provide methods to just do that.
-
-## Formatting
-
-You can convert your compiled circuit into its textual representation by converting it to string:
-
-<!--pytest-codeblocks:skip-->
-```python
-str(circuit)
-```
-
-If you just want to see the output on your terminal, you can directly print it as well:
-
-<!--pytest-codeblocks:skip-->
-```python
-print(circuit)
-```
-
-## Drawing
-
-{% hint style="danger" %}
-Drawing functionality requires the installation of the package with a full feature set. See the Installation section to learn how to do that.
-{% endhint %}
-
-You can use the `draw` method of your compiled circuit to draw it:
-
-<!--pytest-codeblocks:skip-->
-```python
-drawing = circuit.draw()
-```
-
-This method will draw the circuit on a temporary PNG file and return the path to this file.
-
-You can show the drawing in a Jupyter notebook, like this:
-
-<!--pytest-codeblocks:skip-->
-```python
-from PIL import Image
-drawing = Image.open(circuit.draw())
-drawing.show()
-drawing.close()
-```
-
-Or, you can use the `show` option of the `draw` method to show the drawing with matplotlib.
-
-<!--pytest-codeblocks:skip-->
-```python
-circuit.draw(show=True)
-```
-
-{% hint style="danger" %}
-Beware that this will clear the matplotlib plots you have.
-{% endhint %}
-
-Lastly, you can save the drawing to a specific path:
-
-<!--pytest-codeblocks:skip-->
-```python
-destination = "/tmp/path/of/your/choice.png"
-drawing = circuit.draw(save_to=destination)
-assert drawing == destination
-```
diff --git a/poetry.lock b/poetry.lock
index a346a55be..1136da6ea 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -52,7 +52,7 @@ wrapt = ">=1.11,<1.14"
 
 [[package]]
 name = "asttokens"
-version = "2.0.7"
+version = "2.0.8"
 description = "Annotate AST trees with source code positions"
 category = "dev"
 optional = false
@@ -62,7 +62,7 @@ python-versions = "*"
 six = "*"
 
 [package.extras]
-test = ["pytest", "astroid (<=2.5.3)"]
+test = ["astroid (<=2.5.3)", "pytest"]
 
 [[package]]
 name = "atomicwrites"
@@ -238,7 +238,7 @@ PyYAML = "*"
 
 [[package]]
 name = "coverage"
-version = "6.4.3"
+version = "6.4.4"
 description = "Code coverage measurement for Python"
 category = "dev"
 optional = false
@@ -293,7 +293,7 @@ types-toml = ">=0.10.0,<0.11.0"
 
 [[package]]
 name = "debugpy"
-version = "1.6.2"
+version = "1.6.3"
 description = "An implementation of the Debug Adapter Protocol for Python"
 category = "dev"
 optional = false
@@ -352,7 +352,7 @@ testing = ["pre-commit"]
 
 [[package]]
 name = "executing"
-version = "0.9.1"
+version = "0.10.0"
 description = "Get the currently executing AST node of a frame, and other information"
 category = "dev"
 optional = false
@@ -399,7 +399,7 @@ dev = ["pre-commit", "hypothesmith (>=0.2)", "hypothesis", "coverage"]
 
 [[package]]
 name = "fonttools"
-version = "4.34.4"
+version = "4.36.0"
 description = "Tools to manipulate font files"
 category = "main"
 optional = false
@@ -657,7 +657,7 @@ i18n = ["Babel (>=2.7)"]
 
 [[package]]
 name = "jsonschema"
-version = "4.9.1"
+version = "4.10.2"
 description = "An implementation of JSON Schema validation for Python"
 category = "dev"
 optional = false
@@ -753,11 +753,11 @@ python-versions = ">=3.7"
 
 [[package]]
 name = "jupyterlab-widgets"
-version = "1.1.1"
-description = "A JupyterLab extension."
+version = "3.0.0"
+description = "Jupyter interactive widgets for JupyterLab"
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 
 [[package]]
 name = "keyring"
@@ -844,7 +844,7 @@ setuptools_scm = ">=4,<7"
 
 [[package]]
 name = "matplotlib-inline"
-version = "0.1.3"
+version = "0.1.6"
 description = "Inline Matplotlib backend for Jupyter"
 category = "dev"
 optional = false
@@ -1042,7 +1042,7 @@ docs = ["myst-parser", "sphinx-rtd-theme", "sphinxcontrib-github-alt", "nbsphinx
 
 [[package]]
 name = "numpy"
-version = "1.23.1"
+version = "1.23.2"
 description = "NumPy is the fundamental package for array computing with Python."
 category = "main"
 optional = false
@@ -1354,12 +1354,15 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 
 [[package]]
 name = "pygments"
-version = "2.12.0"
+version = "2.13.0"
 description = "Pygments is a syntax highlighting package written in Python."
 category = "dev"
 optional = false
 python-versions = ">=3.6"
 
+[package.extras]
+plugins = ["importlib-metadata"]
+
 [[package]]
 name = "pygments-style-tomorrow"
 version = "1.0.0.1"
@@ -1371,14 +1374,6 @@ python-versions = "*"
 [package.dependencies]
 pygments = ">=1.5"
 
-[[package]]
-name = "pygraphviz"
-version = "1.9"
-description = "Python interface to Graphviz"
-category = "main"
-optional = true
-python-versions = ">=3.8"
-
 [[package]]
 name = "pylint"
 version = "2.11.1"
@@ -1720,7 +1715,7 @@ idna2008 = ["idna"]
 
 [[package]]
 name = "secretstorage"
-version = "3.3.2"
+version = "3.3.3"
 description = "Python bindings to FreeDesktop.org Secret Service API"
 category = "dev"
 optional = false
@@ -1801,7 +1796,7 @@ python-versions = ">=3.6"
 
 [[package]]
 name = "stack-data"
-version = "0.3.0"
+version = "0.4.0"
 description = "Extract data from python stack frames and tracebacks for informative displays"
 category = "dev"
 optional = false
@@ -1939,7 +1934,7 @@ urllib3 = ">=1.26.0"
 
 [[package]]
 name = "types-setuptools"
-version = "64.0.0"
+version = "64.0.1"
 description = "Typing stubs for setuptools"
 category = "dev"
 optional = false
@@ -2021,14 +2016,10 @@ python-versions = ">=3.7"
 testing = ["pytest-mypy (>=0.9.1)", "pytest-black (>=0.3.7)", "func-timeout", "jaraco.itertools", "pytest-enabler (>=1.3)", "pytest-cov", "pytest-flake8", "pytest-checkdocs (>=2.4)", "pytest (>=6)"]
 docs = ["jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "jaraco.packaging (>=9)", "sphinx"]
 
-[extras]
-extras = ["pygraphviz"]
-full = ["pygraphviz"]
-
 [metadata]
 lock-version = "1.1"
 python-versions = ">=3.8,<3.10"
-content-hash = "926ddb414e66fc3dfb7e05b410e4b5e8e2d49673c18dcab1b9e396bc87edfbb5"
+content-hash = "b8c46fe2538ae700fbfa32693b365c27bbb4b5ced8bc26db85d2f667404f7175"
 
 [metadata.files]
 appnope = [
@@ -2067,8 +2058,8 @@ astroid = [
     {file = "astroid-2.8.6.tar.gz", hash = "sha256:5f6f75e45f15290e73b56f9dfde95b4bf96382284cde406ef4203e928335a495"},
 ]
 asttokens = [
-    {file = "asttokens-2.0.7-py2.py3-none-any.whl", hash = "sha256:f5589ef8518f73dd82c15e1c19f795d8a62c133485e557c04443d4a1a730cf9f"},
-    {file = "asttokens-2.0.7.tar.gz", hash = "sha256:8444353e4e2a99661c8dfb85ec9c02eedded08f0006234bff7db44a06840acc2"},
+    {file = "asttokens-2.0.8-py2.py3-none-any.whl", hash = "sha256:e3305297c744ae53ffa032c45dc347286165e4ffce6875dc662b205db0623d86"},
+    {file = "asttokens-2.0.8.tar.gz", hash = "sha256:c61e16246ecfb2cde2958406b4c8ebc043c9e6d73aaa83c941673b35e5d3a76b"},
 ]
 atomicwrites = [
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+    {file = "numpy-1.23.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bdc02c0235b261925102b1bd586579b7158e9d0d07ecb61148a1799214a4afd5"},
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+    {file = "numpy-1.23.2-cp310-cp310-win_amd64.whl", hash = "sha256:8ebf7e194b89bc66b78475bd3624d92980fca4e5bb86dda08d677d786fefc414"},
+    {file = "numpy-1.23.2-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:dc76bca1ca98f4b122114435f83f1fcf3c0fe48e4e6f660e07996abf2f53903c"},
+    {file = "numpy-1.23.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:ecfdd68d334a6b97472ed032b5b37a30d8217c097acfff15e8452c710e775524"},
+    {file = "numpy-1.23.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5593f67e66dea4e237f5af998d31a43e447786b2154ba1ad833676c788f37cde"},
+    {file = "numpy-1.23.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ac987b35df8c2a2eab495ee206658117e9ce867acf3ccb376a19e83070e69418"},
+    {file = "numpy-1.23.2-cp311-cp311-win32.whl", hash = "sha256:d98addfd3c8728ee8b2c49126f3c44c703e2b005d4a95998e2167af176a9e722"},
+    {file = "numpy-1.23.2-cp311-cp311-win_amd64.whl", hash = "sha256:8ecb818231afe5f0f568c81f12ce50f2b828ff2b27487520d85eb44c71313b9e"},
+    {file = "numpy-1.23.2-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:909c56c4d4341ec8315291a105169d8aae732cfb4c250fbc375a1efb7a844f8f"},
+    {file = "numpy-1.23.2-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:8247f01c4721479e482cc2f9f7d973f3f47810cbc8c65e38fd1bbd3141cc9842"},
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+    {file = "numpy-1.23.2-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:bd5b7ccae24e3d8501ee5563e82febc1771e73bd268eef82a1e8d2b4d556ae66"},
+    {file = "numpy-1.23.2-cp38-cp38-win32.whl", hash = "sha256:9b83d48e464f393d46e8dd8171687394d39bc5abfe2978896b77dc2604e8635d"},
+    {file = "numpy-1.23.2-cp38-cp38-win_amd64.whl", hash = "sha256:dec198619b7dbd6db58603cd256e092bcadef22a796f778bf87f8592b468441d"},
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+    {file = "numpy-1.23.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:806cc25d5c43e240db709875e947076b2826f47c2c340a5a2f36da5bb10c58d6"},
+    {file = "numpy-1.23.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:8f9d84a24889ebb4c641a9b99e54adb8cab50972f0166a3abc14c3b93163f074"},
+    {file = "numpy-1.23.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c403c81bb8ffb1c993d0165a11493fd4bf1353d258f6997b3ee288b0a48fce77"},
+    {file = "numpy-1.23.2-cp39-cp39-win32.whl", hash = "sha256:cf8c6aed12a935abf2e290860af8e77b26a042eb7f2582ff83dc7ed5f963340c"},
+    {file = "numpy-1.23.2-cp39-cp39-win_amd64.whl", hash = "sha256:5e28cd64624dc2354a349152599e55308eb6ca95a13ce6a7d5679ebff2962913"},
+    {file = "numpy-1.23.2-pp38-pypy38_pp73-macosx_10_9_x86_64.whl", hash = "sha256:806970e69106556d1dd200e26647e9bee5e2b3f1814f9da104a943e8d548ca38"},
+    {file = "numpy-1.23.2-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2bd879d3ca4b6f39b7770829f73278b7c5e248c91d538aab1e506c628353e47f"},
+    {file = "numpy-1.23.2-pp38-pypy38_pp73-win_amd64.whl", hash = "sha256:be6b350dfbc7f708d9d853663772a9310783ea58f6035eec649fb9c4371b5389"},
+    {file = "numpy-1.23.2.tar.gz", hash = "sha256:b78d00e48261fbbd04aa0d7427cf78d18401ee0abd89c7559bbf422e5b1c7d01"},
 ]
 packageurl-python = [
     {file = "packageurl-python-0.10.1.tar.gz", hash = "sha256:f3a552ac743116cd79e25cfbb8ca8f938b06f91ca2a52deba80f06a2a7010749"},
@@ -3064,16 +3070,13 @@ pyflakes = [
     {file = "pyflakes-2.4.0.tar.gz", hash = "sha256:05a85c2872edf37a4ed30b0cce2f6093e1d0581f8c19d7393122da7e25b2b24c"},
 ]
 pygments = [
-    {file = "Pygments-2.12.0-py3-none-any.whl", hash = "sha256:dc9c10fb40944260f6ed4c688ece0cd2048414940f1cea51b8b226318411c519"},
-    {file = "Pygments-2.12.0.tar.gz", hash = "sha256:5eb116118f9612ff1ee89ac96437bb6b49e8f04d8a13b514ba26f620208e26eb"},
+    {file = "Pygments-2.13.0-py3-none-any.whl", hash = "sha256:f643f331ab57ba3c9d89212ee4a2dabc6e94f117cf4eefde99a0574720d14c42"},
+    {file = "Pygments-2.13.0.tar.gz", hash = "sha256:56a8508ae95f98e2b9bdf93a6be5ae3f7d8af858b43e02c5a2ff083726be40c1"},
 ]
 pygments-style-tomorrow = [
     {file = "pygments-style-tomorrow-1.0.0.1.tar.gz", hash = "sha256:4132c31f11738f6bed52d43a3f187aa3b889a118f9a29b40d1f6afb5bb1037be"},
     {file = "pygments_style_tomorrow-1.0.0.1-py3-none-any.whl", hash = "sha256:f5060ce35d598bf063a092db499782160b94d3d79f0fec96d527f20b5cd12743"},
 ]
-pygraphviz = [
-    {file = "pygraphviz-1.9.zip", hash = "sha256:fa18f7c6cea28341a4e466ed0cf05682b0a68288afe8dd7c9426782f7c1ae01c"},
-]
 pylint = [
     {file = "pylint-2.11.1-py3-none-any.whl", hash = "sha256:0f358e221c45cbd4dad2a1e4b883e75d28acdcccd29d40c76eb72b307269b126"},
     {file = "pylint-2.11.1.tar.gz", hash = "sha256:2c9843fff1a88ca0ad98a256806c82c5a8f86086e7ccbdb93297d86c3f90c436"},
@@ -3311,8 +3314,8 @@ rfc3986 = [
     {file = "rfc3986-2.0.0.tar.gz", hash = "sha256:97aacf9dbd4bfd829baad6e6309fa6573aaf1be3f6fa735c8ab05e46cecb261c"},
 ]
 secretstorage = [
-    {file = "SecretStorage-3.3.2-py3-none-any.whl", hash = "sha256:755dc845b6ad76dcbcbc07ea3da75ae54bb1ea529eb72d15f83d26499a5df319"},
-    {file = "SecretStorage-3.3.2.tar.gz", hash = "sha256:0a8eb9645b320881c222e827c26f4cfcf55363e8b374a021981ef886657a912f"},
+    {file = "SecretStorage-3.3.3-py3-none-any.whl", hash = "sha256:f356e6628222568e3af06f2eba8df495efa13b3b63081dafd4f7d9a7b7bc9f99"},
+    {file = "SecretStorage-3.3.3.tar.gz", hash = "sha256:2403533ef369eca6d2ba81718576c5e0f564d5cca1b58f73a8b23e7d4eeebd77"},
 ]
 semver = [
     {file = "semver-2.13.0-py2.py3-none-any.whl", hash = "sha256:ced8b23dceb22134307c1b8abfa523da14198793d9787ac838e70e29e77458d4"},
@@ -3343,8 +3346,8 @@ soupsieve = [
     {file = "soupsieve-2.3.2.post1.tar.gz", hash = "sha256:fc53893b3da2c33de295667a0e19f078c14bf86544af307354de5fcf12a3f30d"},
 ]
 stack-data = [
-    {file = "stack_data-0.3.0-py3-none-any.whl", hash = "sha256:aa1d52d14d09c7a9a12bb740e6bdfffe0f5e8f4f9218d85e7c73a8c37f7ae38d"},
-    {file = "stack_data-0.3.0.tar.gz", hash = "sha256:77bec1402dcd0987e9022326473fdbcc767304892a533ed8c29888dacb7dddbc"},
+    {file = "stack_data-0.4.0-py3-none-any.whl", hash = "sha256:b94fed36d725cfabc6d09ed5886913e35eed9009766a1af1d5941b9da3a94aaa"},
+    {file = "stack_data-0.4.0.tar.gz", hash = "sha256:a90ae7e260f7d15aefeceb46f0a028d4ccb9eb8856475c53e341945342d41ea7"},
 ]
 terminado = [
     {file = "terminado-0.15.0-py3-none-any.whl", hash = "sha256:0d5f126fbfdb5887b25ae7d9d07b0d716b1cc0ccaacc71c1f3c14d228e065197"},
@@ -3414,8 +3417,8 @@ twine = [
     {file = "twine-3.8.0.tar.gz", hash = "sha256:8efa52658e0ae770686a13b675569328f1fba9837e5de1867bfe5f46a9aefe19"},
 ]
 types-setuptools = [
-    {file = "types-setuptools-64.0.0.tar.gz", hash = "sha256:da53c28d27e5cc8a37d4f219dc36be559b879c65642fa96d0176402602b1cda3"},
-    {file = "types_setuptools-64.0.0-py3-none-any.whl", hash = "sha256:ccf621e6bce09f9b6dee57e81ce3e6878e3dc795395ae0b749deb340198e288b"},
+    {file = "types-setuptools-64.0.1.tar.gz", hash = "sha256:8290b6bf1d916e6b007784d5cbcd112a1af9a2d76343231fcce0a55185343702"},
+    {file = "types_setuptools-64.0.1-py3-none-any.whl", hash = "sha256:005ccb8a1a7d0dce61cd63081dad0ddc599af4413bb49ce1333119a78a7bb2e1"},
 ]
 types-toml = [
     {file = "types-toml-0.10.8.tar.gz", hash = "sha256:b7e7ea572308b1030dc86c3ba825c5210814c2825612ec679eb7814f8dd9295a"},
diff --git a/pyproject.toml b/pyproject.toml
index 5d57c1b94..01cdeca29 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -41,15 +41,10 @@ python = ">=3.8,<3.10"
 networkx = "^2.6.3"
 matplotlib = "^3.5.1"
 numpy = "^1.22.0"
-pygraphviz = { version = "^1.7", optional = true }
 Pillow = "^9.0.0"
 concrete-compiler = "^0.15.0"
 torch = "^1.10.2"
 
-[tool.poetry.extras]
-full = ["pygraphviz"]
-extras = ["pygraphviz"]
-
 [tool.poetry.dev-dependencies]
 isort = "^5.10.1"
 black = "^22.3.0"
diff --git a/script/make_utils/licenses.sh b/script/make_utils/licenses.sh
index 8c0f5ab8b..0fbdd3d05 100755
--- a/script/make_utils/licenses.sh
+++ b/script/make_utils/licenses.sh
@@ -60,7 +60,7 @@ then
 
     python -m pip install -U pip wheel
     python -m pip install -U --force-reinstall setuptools
-    poetry install --no-dev --extras full
+    poetry install --no-dev
     python -m pip install pip-licenses
     pip-licenses | grep -v "pkg\-resources\|concrete-numpy" | tee "${NEW_LICENSES_FILENAME}"
 
diff --git a/tests/compilation/test_artifacts.py b/tests/compilation/test_artifacts.py
index cb72735eb..ffd319d2e 100644
--- a/tests/compilation/test_artifacts.py
+++ b/tests/compilation/test_artifacts.py
@@ -39,16 +39,9 @@ def test_artifacts_export(helpers):
         assert (tmpdir / "parameters.txt").exists()
 
         assert (tmpdir / "1.initial.graph.txt").exists()
-        assert (tmpdir / "1.initial.graph.png").exists()
-
         assert (tmpdir / "2.after-fusing.graph.txt").exists()
-        assert (tmpdir / "2.after-fusing.graph.png").exists()
-
         assert (tmpdir / "3.after-fusing.graph.txt").exists()
-        assert (tmpdir / "3.after-fusing.graph.png").exists()
-
         assert (tmpdir / "4.final.graph.txt").exists()
-        assert (tmpdir / "4.final.graph.png").exists()
 
         assert (tmpdir / "bounds.txt").exists()
         assert (tmpdir / "mlir.txt").exists()
@@ -63,16 +56,9 @@ def test_artifacts_export(helpers):
         assert (tmpdir / "parameters.txt").exists()
 
         assert (tmpdir / "1.initial.graph.txt").exists()
-        assert (tmpdir / "1.initial.graph.png").exists()
-
         assert (tmpdir / "2.after-fusing.graph.txt").exists()
-        assert (tmpdir / "2.after-fusing.graph.png").exists()
-
         assert (tmpdir / "3.after-fusing.graph.txt").exists()
-        assert (tmpdir / "3.after-fusing.graph.png").exists()
-
         assert (tmpdir / "4.final.graph.txt").exists()
-        assert (tmpdir / "4.final.graph.png").exists()
 
         assert (tmpdir / "bounds.txt").exists()
         assert (tmpdir / "mlir.txt").exists()
diff --git a/tests/compilation/test_circuit.py b/tests/compilation/test_circuit.py
index 814033bf2..2bfcb5b3a 100644
--- a/tests/compilation/test_circuit.py
+++ b/tests/compilation/test_circuit.py
@@ -38,29 +38,6 @@ return %2
     )
 
 
-def test_circuit_draw(helpers):
-    """
-    Test `draw` method of `Circuit` class.
-    """
-
-    configuration = helpers.configuration()
-
-    @compiler({"x": "encrypted", "y": "encrypted"})
-    def f(x, y):
-        return x + y
-
-    inputset = [(np.random.randint(0, 2**4), np.random.randint(0, 2**5)) for _ in range(100)]
-    circuit = f.compile(inputset, configuration)
-
-    with tempfile.TemporaryDirectory() as path:
-        tmpdir = Path(path)
-
-        png = tmpdir / "drawing.png"
-        circuit.draw(save_to=png)
-
-        assert png.exists()
-
-
 def test_circuit_bad_run(helpers):
     """
     Test `run` method of `Circuit` class with bad parameters.