feat: web application multipage support

web/pages/1_📊_Dashboard.py

@@ -0,0 +1,22 @@
+import sys
+from pathlib import Path
+import streamlit as st
+
+# Add parent directory to Python path to access core modules
+parent_dir = Path(__file__).parent.parent.parent
+sys.path.insert(0, str(parent_dir))
+
+from web.interfaces.dashboard import Dashboard
+
+st.set_page_config(page_title="Dashboard", page_icon="📊", layout="wide")
+
+if "config" in st.session_state:
+    dashboard = Dashboard(
+        st.session_state.config,
+        st.session_state.experiment_tracker,
+        st.session_state.experiment_runner,
+    )
+    dashboard.index()
+else:
+    st.error("Please run the main app first to initialize the configuration.")
+    st.markdown("Go back to the [main page](/) to start the application.")

web/pages/2_📋_Data_Overview.py

@@ -0,0 +1,18 @@
+import sys
+from pathlib import Path
+import streamlit as st
+
+# Add parent directory to Python path to access core modules
+parent_dir = Path(__file__).parent.parent.parent
+sys.path.insert(0, str(parent_dir))
+
+from web.interfaces.data_overview import DataOverview
+
+st.set_page_config(page_title="Data Overview", page_icon="📋", layout="wide")
+
+if "config" in st.session_state:
+    data_overview = DataOverview(st.session_state.config)
+    data_overview.index()
+else:
+    st.error("Please run the main app first to initialize the configuration.")
+    st.markdown("Go back to the [main page](/) to start the application.")

web/pages/3_⚙️_Data_Processing.py

@@ -0,0 +1,18 @@
+import sys
+from pathlib import Path
+import streamlit as st
+
+# Add parent directory to Python path to access core modules
+parent_dir = Path(__file__).parent.parent.parent
+sys.path.insert(0, str(parent_dir))
+
+from web.interfaces.data_processing import DataProcessing
+
+st.set_page_config(page_title="Data Processing", page_icon="⚙️", layout="wide")
+
+if "config" in st.session_state:
+    data_processing = DataProcessing(st.session_state.config, st.session_state.pipeline_monitor)
+    data_processing.index()
+else:
+    st.error("Please run the main app first to initialize the configuration.")
+    st.markdown("Go back to the [main page](/) to start the application.")

web/pages/4_🧪_Experiments.py

@@ -0,0 +1,22 @@
+import sys
+from pathlib import Path
+import streamlit as st
+
+# Add parent directory to Python path to access core modules
+parent_dir = Path(__file__).parent.parent.parent
+sys.path.insert(0, str(parent_dir))
+
+from web.interfaces.experiments import Experiments
+
+st.set_page_config(page_title="Experiments", page_icon="🧪", layout="wide")
+
+if "config" in st.session_state:
+    experiments = Experiments(
+        st.session_state.config,
+        st.session_state.experiment_tracker,
+        st.session_state.experiment_runner,
+    )
+    experiments.index()
+else:
+    st.error("Please run the main app first to initialize the configuration.")
+    st.markdown("Go back to the [main page](/) to start the application.")

web/pages/5_📈_Results_Analysis.py

@@ -0,0 +1,22 @@
+import sys
+from pathlib import Path
+import streamlit as st
+
+# Add parent directory to Python path to access core modules
+parent_dir = Path(__file__).parent.parent.parent
+sys.path.insert(0, str(parent_dir))
+
+from web.interfaces.results_analysis import ResultsAnalysis
+
+st.set_page_config(page_title="Results & Analysis", page_icon="📈", layout="wide")
+
+if "config" in st.session_state:
+    results_analysis = ResultsAnalysis(
+        st.session_state.config,
+        st.session_state.experiment_tracker,
+        st.session_state.experiment_runner,
+    )
+    results_analysis.index()
+else:
+    st.error("Please run the main app first to initialize the configuration.")
+    st.markdown("Go back to the [main page](/) to start the application.")

web/pages/6_🔮_Predictions.py

@@ -0,0 +1,22 @@
+import sys
+from pathlib import Path
+import streamlit as st
+
+# Add parent directory to Python path to access core modules
+parent_dir = Path(__file__).parent.parent.parent
+sys.path.insert(0, str(parent_dir))
+
+from web.interfaces.predictions import Predictions
+
+st.set_page_config(page_title="Predictions", page_icon="🔮", layout="wide")
+
+if "config" in st.session_state:
+    predictions = Predictions(
+        st.session_state.config,
+        st.session_state.experiment_tracker,
+        st.session_state.experiment_runner,
+    )
+    predictions.index()
+else:
+    st.error("Please run the main app first to initialize the configuration.")
+    st.markdown("Go back to the [main page](/) to start the application.")

web/pages/7_⚙️_Configuration.py

@@ -0,0 +1,18 @@
+import sys
+from pathlib import Path
+import streamlit as st
+
+# Add parent directory to Python path to access core modules
+parent_dir = Path(__file__).parent.parent.parent
+sys.path.insert(0, str(parent_dir))
+
+from web.interfaces.configuration import Configuration
+
+st.set_page_config(page_title="Configuration", page_icon="⚙️", layout="wide")
+
+if "config" in st.session_state:
+    configuration = Configuration(st.session_state.config)
+    configuration.index()
+else:
+    st.error("Please run the main app first to initialize the configuration.")
+    st.markdown("Go back to the [main page](/) to start the application.")