moved_repo_first_update

scripts/basic_analysis/compare_hypertower_modes.py

@@ -0,0 +1,48 @@
+#!/usr/bin/env python3
+"""Thin CLI wrapper that runs V2 hypertower modes sequentially."""
+
+from __future__ import annotations
+
+from pathlib import Path
+import sys
+import argparse
+
+REPO_ROOT = Path(__file__).resolve().parents[2]
+if str(REPO_ROOT) not in sys.path:
+    sys.path.insert(0, str(REPO_ROOT))
+
+from classes.v2.v2_hypertower import build_parser, run_mode
+
+
+def parse_args():
+    ap = argparse.ArgumentParser(
+        description="Run selected eval/tower mode combinations sequentially."
+    )
+    ap.add_argument(
+        "--eval-modes",
+        nargs="+",
+        choices=["binary", "multiclass"],
+        default=["binary", "multiclass"],
+    )
+    ap.add_argument(
+        "--tower-modes",
+        nargs="+",
+        choices=["single", "ensemble", "bilateral", "classic"],
+        default=["single", "ensemble", "bilateral"],
+    )
+    return ap.parse_known_args()
+
+
+def main():
+    seq_args, remaining = parse_args()
+    base_parser = build_parser()
+    for eval_mode in seq_args.eval_modes:
+        for tower_mode in seq_args.tower_modes:
+            tower_mode = "single" if tower_mode == "classic" else tower_mode
+            cli = list(remaining) + ["--eval-mode", eval_mode, "--tower-mode", tower_mode]
+            args = base_parser.parse_args(cli)
+            run_mode(args)
+
+
+if __name__ == "__main__":
+    main()