feat: enhance logging and memory management across modules

2025-08-13 23:09:05 +02:00
parent 47e52d130c
commit 9601c5e44d
48 changed files with 1004 additions and 773 deletions
@@ -13,7 +13,9 @@ from research.experiment.experiment_tracker import ExperimentTracker
 class ResultsAnalysis:
    """Handles experiment results and analysis interface"""

-    def __init__(self, config, experiment_tracker: ExperimentTracker, experiment_runner: ExperimentRunner):
+    def __init__(
+        self, config, experiment_tracker: ExperimentTracker, experiment_runner: ExperimentRunner
+    ):
        self.config = config
        self.experiment_tracker = experiment_tracker
        self.experiment_runner = experiment_runner
@@ -21,7 +23,9 @@ class ResultsAnalysis:
    def index(self):
        """Main results analysis page"""
        st.header("Results & Analysis")
-        tab1, tab2, tab3 = st.tabs(["Experiment Comparison", "Performance Analysis", "Model Analysis"])
+        tab1, tab2, tab3 = st.tabs(
+            ["Experiment Comparison", "Performance Analysis", "Model Analysis"]
+        )

        with tab1:
            self.show_experiment_comparison()