diff --git a/b_asic/GUI/arrow.py b/b_asic/GUI/arrow.py
index 8ead6587611ab9e06e07dac38e33c1614ae92c83..9fbfd53854f86c106d1e5a3ea6828ec3fc4738bc 100644
--- a/b_asic/GUI/arrow.py
+++ b/b_asic/GUI/arrow.py
@@ -12,13 +12,12 @@ class Arrow(QGraphicsPathItem):
     def __init__(self, source, destination, window, signal=None, parent=None):
         """
         Parameters
-        ==========
-
-        source :
+        ----------
+        source
             Source operation.
-        destination :
+        destination
             Destination operation.
-        window :
+        window
             Window containing signal flow graph.
         signal : Signal, optional
             Let arrow represent *signal*.
@@ -64,9 +63,7 @@ class Arrow(QGraphicsPathItem):
                             " with name:"
                             f" {self._window.opToSFG[operation].name}."
                         )
-                        del self._window.sfg_dict[
-                            self._window.opToSFG[operation].name
-                        ]
+                        del self._window.sfg_dict[self._window.opToSFG[operation].name]
                         self._window.opToSFG = {
                             op: self._window.opToSFG[op]
                             for op in self._window.opToSFG
@@ -97,11 +94,7 @@ class Arrow(QGraphicsPathItem):
             + self.destination.x()
             + (0 if not destination_flipped else PORTWIDTH)
         )
-        y1 = (
-            self.destination.operation.y()
-            + self.destination.y()
-            + PORTHEIGHT / 2
-        )
+        y1 = self.destination.operation.y() + self.destination.y() + PORTHEIGHT / 2
         xmid = (x0 + x1) / 2
         ymid = (y0 + y1) / 2
         both_flipped = source_flipped and destination_flipped
diff --git a/b_asic/GUI/main_window.py b/b_asic/GUI/main_window.py
index 464fd98673177cd0522a45cd361e7885ff391c13..1f97c2c9454816805322a094672e95a8531c97da 100644
--- a/b_asic/GUI/main_window.py
+++ b/b_asic/GUI/main_window.py
@@ -487,7 +487,6 @@ class MainWindow(QMainWindow):
         is_flipped: bool = False,
     ) -> None:
         """
-
         Parameters
         ----------
         op : Operation
diff --git a/b_asic/operation.py b/b_asic/operation.py
index bba050c6d425fe23f7f94245b03bd1fe0c0ff4f1..67a95e832d7c1af9d7410a40f8d91a2099058431 100644
--- a/b_asic/operation.py
+++ b/b_asic/operation.py
@@ -218,9 +218,8 @@ class Operation(GraphComponent, SignalSourceProvider):
         The *prefix* parameter will be used as a prefix for the key string when looking
         for delays.
 
-        See also
-        ========
-
+        See Also
+        --------
         current_outputs, evaluate_output, evaluate_outputs
         """
         raise NotImplementedError
@@ -262,9 +261,8 @@ class Operation(GraphComponent, SignalSourceProvider):
             place. If set to False, input values will be used directly without any
             bit truncation.
 
-        See also
-        ========
-
+        See Also
+        --------
         evaluate_outputs, current_output, current_outputs
         """
         raise NotImplementedError
@@ -276,8 +274,8 @@ class Operation(GraphComponent, SignalSourceProvider):
         """
         Get all current outputs of this operation, if available.
 
-        See also
-        ========
+        See Also
+        --------
         current_output
         """
         raise NotImplementedError
@@ -415,8 +413,8 @@ class Operation(GraphComponent, SignalSourceProvider):
         These maps to the polygons and are corresponding to a start time of 0
         and height 1.
 
-        See also
-        ========
+        See Also
+        --------
         get_output_coordinates
         """
         raise NotImplementedError
@@ -430,8 +428,8 @@ class Operation(GraphComponent, SignalSourceProvider):
         These maps to the polygons and are corresponding to a start time of 0
         and height 1.
 
-        See also
-        ========
+        See Also
+        --------
         get_input_coordinates
 
         """
diff --git a/b_asic/port.py b/b_asic/port.py
index ef692473bba889450566fc3fbd8682664e8f345a..f334122f76ebd0219699eb5c6e469092107ce388 100644
--- a/b_asic/port.py
+++ b/b_asic/port.py
@@ -81,8 +81,7 @@ class Port(ABC):
         entered signal from the port as well.
 
         Parameters
-        ==========
-
+        ----------
         signal : Signal
             Signal to remove.
         """
diff --git a/b_asic/research/interleaver.py b/b_asic/research/interleaver.py
index b64a79b9bfe6a0709c19bc9de4427b263b79986d..ae87931847830b1865f34eafa6584a4d52893ff4 100644
--- a/b_asic/research/interleaver.py
+++ b/b_asic/research/interleaver.py
@@ -41,7 +41,7 @@ def generate_random_interleaver(
 
     Returns
     -------
-        ProcessCollection
+    ProcessCollection
 
     """
     inputorder = list(range(size))
@@ -52,9 +52,7 @@ def generate_random_interleaver(
     )
     return ProcessCollection(
         {
-            PlainMemoryVariable(
-                inputorder[i], 0, {0: outputorder[i] - inputorder[i]}
-            )
+            PlainMemoryVariable(inputorder[i], 0, {0: outputorder[i] - inputorder[i]})
             for i in range(len(inputorder))
         },
         len(inputorder),
@@ -89,7 +87,7 @@ def generate_matrix_transposer(
 
     Returns
     -------
-        ProcessCollection
+    ProcessCollection
     """
     if width is None:
         width = height
diff --git a/b_asic/resources.py b/b_asic/resources.py
index f87b0a16d7062cc66c2067fc663f500c0b506669..feedc9c4bb88bf22413ece9c83e94a44a54c87ea 100644
--- a/b_asic/resources.py
+++ b/b_asic/resources.py
@@ -51,14 +51,11 @@ def draw_exclusion_graph_coloring(
     ----------
     exclusion_graph : nx.Graph
         A nx.Graph exclusion graph object that is to be drawn.
-
     color_dict : dictionary
         A color dictionary where keys are Process objects and where values are integers representing colors. These
         dictionaries are automatically generated by :func:`networkx.algorithms.coloring.greedy_color`.
-
     ax : :class:`matplotlib.axes.Axes`, optional
         A Matplotlib Axes object to draw the exclusion graph
-
     color_list : Optional[Union[List[str], List[Tuple[float,float,float]]]]
     """
     COLOR_LIST = [
@@ -166,7 +163,7 @@ class ProcessCollection:
 
         Returns
         -------
-            ax: Associated Matplotlib Axes (or array of Axes) object
+        ax: Associated Matplotlib Axes (or array of Axes) object
         """
 
         # Set up the Axes object
@@ -324,8 +321,8 @@ class ProcessCollection:
 
         Returns
         -------
-            An nx.Graph exclusion graph where nodes are processes and arcs
-            between two processes indicated overlap in time
+        An nx.Graph exclusion graph where nodes are processes and arcs
+        between two processes indicated overlap in time
         """
         exclusion_graph = nx.Graph()
         exclusion_graph.add_nodes_from(self._collection)
@@ -361,7 +358,7 @@ class ProcessCollection:
         heuristic : str, default: 'graph_color'
             The heuristic used when splitting based on execution times.
             One of: 'graph_color', 'left_edge'.
-        coloring_strategy: str, default: 'DSATUR'
+        coloring_strategy : str, default: 'DSATUR'
             Node ordering strategy passed to nx.coloring.greedy_color() if the heuristic is set to 'graph_color'. This
             parameter is only considered if heuristic is set to graph_color.
             One of
@@ -450,7 +447,7 @@ class ProcessCollection:
             The number of write ports used when splitting process collection based on memory variable access.
         total_ports : int
             The total number of ports used when splitting process collection based on memory variable access.
-        coloring_strategy: str, default: 'DSATUR'
+        coloring_strategy : str, default: 'DSATUR'
             Node ordering strategy passed to nx.coloring.greedy_color()
             One of
                * `'largest_first'`
diff --git a/b_asic/save_load_structure.py b/b_asic/save_load_structure.py
index 1c8a70b544ad11aae2345a7dc29f3ddbbfce66e9..a6bdf27a8b77e17c6e479af76d73bb3659d94980 100644
--- a/b_asic/save_load_structure.py
+++ b/b_asic/save_load_structure.py
@@ -22,7 +22,7 @@ def sfg_to_python(
     Given an SFG structure try to serialize it for saving to a file.
 
     Parameters
-    ==========
+    ----------
     sfg : SFG
         The SFG to serialize.
     counter : int, default: 0
@@ -145,7 +145,7 @@ def python_to_sfg(path: str) -> Tuple[SFG, Dict[str, Tuple[int, int]]]:
     Given a serialized file, try to deserialize it and load it to the library.
 
     Parameters
-    ==========
+    ----------
     path : str
         Path to file to read and deserialize.
     """
@@ -166,7 +166,7 @@ def schedule_to_python(schedule: Schedule) -> str:
     Given a schedule structure try to serialize it for saving to a file.
 
     Parameters
-    ==========
+    ----------
     schedule : Schedule
         The schedule to serialize.
     """
diff --git a/b_asic/schedule.py b/b_asic/schedule.py
index 971c885a67acd19d6467bc93784bbd8988b8c6a4..8390942eebf598015bf41fa603d0fd31f910b5d9 100644
--- a/b_asic/schedule.py
+++ b/b_asic/schedule.py
@@ -147,10 +147,10 @@ class Schedule:
 
         Returns
         -------
-            The number of time steps the operation with *graph_id* can ba moved
-            forward in time.
+        The number of time steps the operation with *graph_id* can ba moved
+        forward in time.
 
-        See also
+        See Also
         --------
         backward_slack
         slacks
@@ -197,13 +197,12 @@ class Schedule:
 
         Returns
         -------
-            The number of time steps the operation with *graph_id* can ba moved
+        The number of time steps the operation with *graph_id* can ba moved
             backward in time.
-
         .. note:: The backward slack is positive, but a call to :func:`move_operation`
-                  should be negative to move the operation backward.
+            should be negative to move the operation backward.
 
-        See also
+        See Also
         --------
         forward_slack
         slacks
@@ -249,12 +248,11 @@ class Schedule:
 
         Returns
         -------
-            A tuple as ``(backward_slack, forward_slack)``.
-
+        A tuple as ``(backward_slack, forward_slack)``.
         .. note:: The backward slack is positive, but a call to :func:`move_operation`
-                  should be negative to move the operation backward.
+            should be negative to move the operation backward.
 
-        See also
+        See Also
         --------
         backward_slack
         forward_slack
@@ -277,7 +275,7 @@ class Schedule:
         time : int
             The new schedule time. If it is too short, a ValueError will be raised.
 
-        See also
+        See Also
         --------
         get_max_time
         """
@@ -321,8 +319,7 @@ class Schedule:
         Increase time resolution for a schedule.
 
         Parameters
-        ==========
-
+        ----------
         factor : int
             The time resolution increment.
         """
@@ -369,13 +366,12 @@ class Schedule:
         Decrease time resolution for a schedule.
 
         Parameters
-        ==========
-
+        ----------
         factor : int
             The time resolution decrement.
 
-        See also
-        ========
+        See Also
+        --------
         get_possible_time_resolution_decrements
         """
         possible_values = self.get_possible_time_resolution_decrements()
@@ -403,7 +399,7 @@ class Schedule:
         graph_id : GraphID
             The GraphID of the operation to move.
         new_y : int
-           The new y-position of the operation.
+            The new y-position of the operation.
         insert : bool, optional
             If True, all operations on that y-position will be moved one position.
             The default is False.
@@ -450,13 +446,12 @@ class Schedule:
         """
         Set the y-position of the Operation with GraphID *graph_id* to *y_location*.
 
-
         Parameters
         ----------
         graph_id : GraphID
             The GraphID of the operation to move.
         y_location : int
-           The new y-position of the operation.
+            The new y-position of the operation.
 
         """
         self._y_locations[graph_id] = y_location
@@ -936,7 +931,7 @@ class Schedule:
 
         Returns
         -------
-            The Matplotlib Figure.
+        The Matplotlib Figure.
         """
         fig, ax = plt.subplots()
         self._plot_schedule(ax, operation_gap=operation_gap)
diff --git a/b_asic/scheduler_gui/logger.py b/b_asic/scheduler_gui/logger.py
index b003858952d5fae0e9bb5d08e567e4d753d8729a..d8bd4a526511a3821e7f5113ec0e948b563c0a52 100644
--- a/b_asic/scheduler_gui/logger.py
+++ b/b_asic/scheduler_gui/logger.py
@@ -62,16 +62,15 @@ def getLogger(filename: str = "scheduler-gui.log", loglevel: str = "INFO") -> Lo
     object.
 
     Parameters
-    ==========
-
-        filename : str optional
-            Output filename. Defaults to 'scheduler-gui.log'.
-        loglevel : str, optional
-            The minimum level that the logger will log. Defaults to 'INFO'.
+    ----------
+    filename : str optional
+        Output filename. Defaults to 'scheduler-gui.log'.
+    loglevel : str, optional
+        The minimum level that the logger will log. Defaults to 'INFO'.
 
     Returns
-    =======
-        Logger : 'logging.Logger' object.
+    -------
+    Logger : 'logging.Logger' object.
     """
 
     # logger = logging.getLogger(name)
diff --git a/b_asic/scheduler_gui/operation_item.py b/b_asic/scheduler_gui/operation_item.py
index e6881b7adfe16bc89a27c7cdbbb8dface32ac13a..67898a184acc22440b96438fec12e82e4dfdc906 100644
--- a/b_asic/scheduler_gui/operation_item.py
+++ b/b_asic/scheduler_gui/operation_item.py
@@ -155,7 +155,7 @@ class OperationItem(QGraphicsItemGroup):
 
         Returns
         -------
-            The location as a QPointF.
+        The location as a QPointF.
         """
         return self.mapToParent(self._ports[key]["pos"])
 
diff --git a/b_asic/scheduler_gui/scheduler_item.py b/b_asic/scheduler_gui/scheduler_item.py
index 055857c6761b4328a5106d6ae6948aad6530849e..29afe418e58ebf0aa4baa1d80cf488b20f3fa081 100644
--- a/b_asic/scheduler_gui/scheduler_item.py
+++ b/b_asic/scheduler_gui/scheduler_item.py
@@ -90,11 +90,9 @@ class SchedulerItem(SchedulerEvent, QGraphicsItemGroup):  # PySide2 / PyQt5
         position is valid, False otherwise.
 
         Parameters
-        ==========
-
+        ----------
         item : OperationItem
             The component.
-
         pos : float
             The x-position to check.
         """
diff --git a/b_asic/sfg_generators.py b/b_asic/sfg_generators.py
index 7428e22a81db2a889d058c3c252f298ee55d77ce..0e0d7929fcb4f12fb10e5e337613874c3b545796 100644
--- a/b_asic/sfg_generators.py
+++ b/b_asic/sfg_generators.py
@@ -140,27 +140,22 @@ def direct_form_fir(
     ----------
     coefficients : 1D-array
         Coefficients to use for the FIR filter section
-
     input_op : Input, optional
         The Input to connect the SFG to. If not provided, one will be generated.
-
     output : Output, optional
         The Output to connect the SFG to. If not provided, one will be generated.
-
     name : Name, optional
         The name of the SFG. If None, "Direct-form FIR filter".
-
     mult_properties : dictionary, optional
         Properties passed to :class:`~b_asic.core_operations.ConstantMultiplication`.
-
     add_properties : dictionary, optional
         Properties passed to :class:`~b_asic.core_operations.Addition`.
 
     Returns
     -------
-        Signal flow graph
+    Signal flow graph
 
-    See also
+    See Also
     --------
     transposed_direct_form_fir
     """
@@ -221,27 +216,22 @@ def transposed_direct_form_fir(
     ----------
     coefficients : 1D-array
         Coefficients to use for the FIR filter section
-
     input_op : Input, optional
         The Input to connect the SFG to. If not provided, one will be generated.
-
     output : Output, optional
         The Output to connect the SFG to. If not provided, one will be generated.
-
     name : Name, optional
         The name of the SFG. If None, "Transposed direct-form FIR filter".
-
     mult_properties : dictionary, optional
         Properties passed to :class:`~b_asic.core_operations.ConstantMultiplication`.
-
     add_properties : dictionary, optional
         Properties passed to :class:`~b_asic.core_operations.Addition`.
 
     Returns
     -------
-        Signal flow graph
+    Signal flow graph
 
-    See also
+    See Also
     --------
     direct_form_fir
     """
diff --git a/b_asic/signal.py b/b_asic/signal.py
index b7128f4500ee7c0b039e8adb67d1a66f87b1c668..6e25543d0faf2622bc050f71d51aa09a1212e969 100644
--- a/b_asic/signal.py
+++ b/b_asic/signal.py
@@ -86,8 +86,7 @@ class Signal(AbstractGraphComponent):
         already been connected.
 
         Parameters
-        ==========
-
+        ----------
         source : OutputPort, Signal, or Operation
             OutputPort, Signal, or Operation to connect as source to the signal.
             If Signal, it will connect to the source of the signal, so later on
@@ -121,8 +120,7 @@ class Signal(AbstractGraphComponent):
         been connected.
 
         Parameters
-        ==========
-
+        ----------
         destination : InputPort, Signal, or Operation
             InputPort, Signal, or Operation to connect as destination to the signal.
             If Signal, it will connect to the destination of the signal, so later on
diff --git a/b_asic/signal_flow_graph.py b/b_asic/signal_flow_graph.py
index 782baa69b11ed6bcfa6aa5b180cb0012a6743b6f..988673cdc31535522d943502c67b31a07f844831 100644
--- a/b_asic/signal_flow_graph.py
+++ b/b_asic/signal_flow_graph.py
@@ -472,8 +472,8 @@ class SFG(AbstractOperation):
 
         Returns
         -------
-            A  list of inputs that are required to compute the output with the given
-            *output_index*.
+        A  list of inputs that are required to compute the output with the given
+        *output_index*.
         """
         if output_index < 0 or output_index >= self.output_count:
             raise IndexError(
@@ -538,7 +538,7 @@ class SFG(AbstractOperation):
         Returns an empty sequence if no components were found.
 
         Parameters
-        ==========
+        ----------
         type_name : TypeName
             The TypeName of the desired components.
         """
@@ -555,8 +555,7 @@ class SFG(AbstractOperation):
         Returns None if the component was not found.
 
         Parameters
-        ==========
-
+        ----------
         graph_id : GraphID
             Graph ID of the desired component.
         """
@@ -568,8 +567,7 @@ class SFG(AbstractOperation):
         Returns an empty sequence if no components were found.
 
         Parameters
-        ==========
-
+        ----------
         name : Name
             Name of the desired component(s)
         """
@@ -584,8 +582,7 @@ class SFG(AbstractOperation):
         from a simulation.
 
         Parameters
-        ==========
-
+        ----------
         name : Name
             Name of the desired component(s)
         output_index : int, default: 0
@@ -603,8 +600,7 @@ class SFG(AbstractOperation):
         Then return a new deepcopy of the sfg with the replaced component.
 
         Parameters
-        ==========
-
+        ----------
         component : Operation
             The new component(s), e.g. Multiplication
         graph_id : GraphID
@@ -644,8 +640,7 @@ class SFG(AbstractOperation):
         Then return a new deepcopy of the sfg with the inserted component.
 
         Parameters
-        ==========
-
+        ----------
         component : Operation
             The new component, e.g. Multiplication.
         output_comp_id : GraphID
@@ -689,8 +684,7 @@ class SFG(AbstractOperation):
         then returns None and does nothing.
 
         Parameters
-        ==========
-
+        ----------
         operation_id : GraphID
             The GraphID of the operation to remove.
 
@@ -1311,7 +1305,6 @@ class SFG(AbstractOperation):
         ----------
         show_id : Boolean, optional
             If True, the graph_id:s of signals are shown. The default is False.
-
         engine : string, optional
             Graphviz layout engine to be used, see https://graphviz.org/documentation/.
             Most common are "dot" and "neato". Default is None leading to dot.
@@ -1367,10 +1360,8 @@ class SFG(AbstractOperation):
             https://www.graphviz.org/doc/info/output.html
             Most common are "pdf", "eps", "png", and "svg". Default is None which
             leads to PDF.
-
         show_id : Boolean, optional
             If True, the graph_id:s of signals are shown. The default is False.
-
         engine : string, optional
             Graphviz layout engine to be used, see https://graphviz.org/documentation/.
             Most common are "dot" and "neato". Default is None leading to dot.