typos, standardization, and file association for project extensions

src/analysis/intergroupbrainimage.py

@@ -21,7 +21,7 @@ from mne.io.base import BaseRaw
 from flares import aggregate_fnirs_group_geometry, plot_fir_model_results, brain_3d_visualization
 from src.shared.flaresbasewidget import InterGroupUIMixin, FlaresBaseWidget
 from src.shared.shareddata import APP_NAME
-from mne.io import BaseRaw
+
 
 PARAMETERIZED_INDEXES: dict[int, list[dict[str, Any]]] = {
     0: [
@@ -81,7 +81,6 @@ PARAMETERIZED_INDEXES: dict[int, list[dict[str, Any]]] = {
 }
 
 
-
 class InterGroupBrainImageWidget(InterGroupUIMixin, FlaresBaseWidget):
     def __init__(
         self,

src/analysis/intergroupfunctionalconnectivity.py

@@ -39,7 +39,6 @@ PARAMETERIZED_INDEXES: dict[int, list[dict[str, Any]]] = {
 }
 
 
-
 class InterGroupFunctionalConnectivityWidget(InterGroupUIMixin, FlaresBaseWidget):
     def __init__(
         self,

src/analysis/intergroupstats.py

@@ -157,7 +157,6 @@ DESCRIPTION = """0. ROI vs. Zero (run_roi_second_level_analysis)
 
 
 class InterGroupStatsWidget(InterGroupUIMixin, FlaresBaseWidget):
-    
     def __init__(
         self, 
         haemo_dict: dict[str | Path, BaseRaw], 

src/analysis/participantfunctionalconnectivity.py

@@ -87,7 +87,6 @@ PARAMETERIZED_INDEXES: dict[int, list[dict[str, Any]]] = {
 }
 
 
-
 class ParticipantFunctionalConnectivityWidget(ParticipantUIMixin, FlaresBaseWidget):
     def __init__(
         self,
@@ -106,7 +105,6 @@ class ParticipantFunctionalConnectivityWidget(ParticipantUIMixin, FlaresBaseWidg
         self.setup_participant_ui(["0 (Spectral Connectivity Epochs)", "1 (Envelope Correlation)", "2 (Betas)", "3 (Spectral Connectivity Epochs)",])
 
 
-
     def process_request(self):
         request = self.get_common_request_data(PARAMETERIZED_INDEXES)
         if request is None:
@@ -138,7 +136,6 @@ class ParticipantFunctionalConnectivityWidget(ParticipantUIMixin, FlaresBaseWidg
                     print(f"Skipping {self.participant_map[file_path]}: Event '{selected_event}' not found.")
                     continue
 
-
             for idx in selected_indexes:
                 if idx == 0:
 

src/analysis/participantimage.py

@@ -85,7 +85,6 @@ class ParticipantImageViewerWidget(FlaresBaseWidget):
         self.showMaximized()
 
 
-
     def show_selected_images(self):
         # Clear previous images
         while self.grid_layout.count():