diff --git a/.github/workflows/ruff.yaml b/.github/workflows/ruff.yaml
index 23e3c7e..d12b4f5 100644
--- a/.github/workflows/ruff.yaml
+++ b/.github/workflows/ruff.yaml
@@ -25,4 +25,7 @@ jobs:
         cd ../../
         cd stgraph/graph
         ruff check .
+        cd ../../
+        cd stgraph/benchmark_tools
+        ruff check .
         cd ../../
\ No newline at end of file
diff --git a/docs/source/index.rst b/docs/source/index.rst
index e3b7a6b..4b9eb52 100644
--- a/docs/source/index.rst
+++ b/docs/source/index.rst
@@ -42,6 +42,7 @@ Explore the STGraph documentation and tutorials to get started with writing and
    package_reference/stgraph.dataset
    package_reference/stgraph.compiler
    package_reference/stgraph.graph
+   package_reference/stgraph.benchmark_tools
 
 .. toctree::
    :maxdepth: 1
diff --git a/docs/source/package_reference/index.rst b/docs/source/package_reference/index.rst
index d4c650e..a4633d1 100644
--- a/docs/source/package_reference/index.rst
+++ b/docs/source/package_reference/index.rst
@@ -5,4 +5,6 @@ Package Reference
     :maxdepth: 2
 
     stgraph.dataset
-    stgraph.compiler
\ No newline at end of file
+    stgraph.compiler
+    stgraph.graph
+    stgraph.benchmark_tools
\ No newline at end of file
diff --git a/docs/source/package_reference/stgraph.benchmark_tools.rst b/docs/source/package_reference/stgraph.benchmark_tools.rst
new file mode 100644
index 0000000..24af61e
--- /dev/null
+++ b/docs/source/package_reference/stgraph.benchmark_tools.rst
@@ -0,0 +1,12 @@
+stgraph.benchmark_tools
+#######################
+
+.. currentmodule:: stgraph.benchmark_tools
+.. automodule:: stgraph.benchmark_tools
+
+.. autosummary::
+    :toctree: ../generated/
+    :nosignatures:
+    :template: class.rst
+
+    BenchmarkTable
\ No newline at end of file
diff --git a/stgraph/benchmark_tools/__init__.py b/stgraph/benchmark_tools/__init__.py
index e69de29..74de16a 100644
--- a/stgraph/benchmark_tools/__init__.py
+++ b/stgraph/benchmark_tools/__init__.py
@@ -0,0 +1,3 @@
+"""Benchmarking Tools provided by STGraph."""
+
+from stgraph.benchmark_tools.table import BenchmarkTable
diff --git a/stgraph/benchmark_tools/table.py b/stgraph/benchmark_tools/table.py
index 5cc2a98..180449f 100644
--- a/stgraph/benchmark_tools/table.py
+++ b/stgraph/benchmark_tools/table.py
@@ -1,11 +1,54 @@
+"""Table that can display benchmarking data and other info."""
+
 from __future__ import annotations
 
+from typing import IO
+
 from rich.console import Console
 from rich.table import Table
 
 
 class BenchmarkTable:
-    def __init__(self, title: str, col_name_list: list[str]):
+    r"""Table that can display benchmarking data and other info.
+
+    This class provides functionality to create and display tables for
+    benchmarking data along with other relevant information.
+
+    Example
+    -------
+
+    .. code-block:: python
+
+        from stgraph.benchmark_tools import BenchmarkTable
+
+        table = BenchmarkTable(
+            title = "GCN Benchmark Data",
+            col_name_list = ["Model", "Time", "MSE"]
+        )
+
+        table.add_row("GCN", 12.56, 45.89)
+        table.add_row("GCN", 23.34, 44.32)
+
+        table.display()
+
+    Parameters
+    ----------
+    title : str
+        The title of the table
+    col_name_list : list[str]
+        A list of the table column names
+
+    Attributes
+    ----------
+    title : str
+        The title of the table
+    col_name_list : list[str]
+        A list of the table column names
+
+    """
+
+    def __init__(self: BenchmarkTable, title: str, col_name_list: list[str]) -> None:
+        r"""Table that can display benchmarking data and other info."""
         self.title = "\n" + title + "\n"
         self.col_name_list = col_name_list
         self._table = Table(title=self.title, show_edge=False, style="black bold")
@@ -14,17 +57,31 @@ def __init__(self, title: str, col_name_list: list[str]):
 
         self._table_add_columns()
 
-    def _table_add_columns(self):
+    def _table_add_columns(self: BenchmarkTable) -> None:
+        r"""Prepare the table by adding all the columns."""
         for col_name in self.col_name_list:
             self._table.add_column(col_name, justify="left")
 
-    def add_row(self, values: list):
+    def add_row(self: BenchmarkTable, values: list) -> None:
+        r"""Add a row of data to the table.
+
+        Parameters
+        ----------
+        values : list
+            A list of values for each column in the row.
+
+        """
         values_str = tuple([str(val) for val in values])
         self._table.add_row(*values_str)
 
-    def display(self, output_file=None):
-        if not output_file:
-            console = Console()
-        else:
-            console = Console(file=output_file)
+    def display(self: BenchmarkTable, output_file: IO[str] | None = None) -> None:
+        r"""Display entire table with data.
+
+        Parameters
+        ----------
+        output_file : Optional[IO[str]], optional
+            File object to write the table to.
+
+        """
+        console = Console() if not output_file else Console(file=output_file)
         console.print(self._table)