[auto] Update DeePM model weights and signals

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models/meta_optionA_window.json

@@ -1,14 +1,14 @@
 {
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@@ -17,9 +17,9 @@
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@@ -197,9 +197,9 @@
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models/meta_optionB.json

@@ -1,9 +1,9 @@
 {
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-  "elapsed_sec": 158.0,
-  "n_params": 130136,
-  "n_assets": 12,
+  "trained_at": "2026-04-10T00:39:00.557959",
+  "elapsed_sec": 422.9,
+  "n_params": 130396,
+  "n_assets": 14,
   "tickers": [
     "SPY",
     "QQQ",
@@ -16,6 +16,8 @@
     "XLP",
     "XLU",
     "GDX",
+    "XLB",
+    "XLRE",
     "XME"
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   "include_cash": false,
@@ -23,93 +25,177 @@
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models/meta_optionB_window.json

@@ -1,14 +1,14 @@
 {
   "option": "B",
-  "trained_at": "2026-04-09T02:48:13.616972",
-  "elapsed_sec": 3221.1,
+  "trained_at": "2026-04-10T02:19:05.397280",
+  "elapsed_sec": 4094.8,
   "n_windows": 8,
-  "winning_window": 6,
-  "winning_train_start": "2018-01-01",
+  "winning_window": 4,
+  "winning_train_start": "2014-01-01",
   "winning_train_end": "2024-12-31",
   "winning_loss": "sharpe",
-  "oos_ann_return": 0.5445,
-  "oos_sharpe": 2.3704,
+  "oos_ann_return": 0.5263,
+  "oos_sharpe": 2.115,
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@@ -17,9 +17,9 @@
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-      "oos_ann_return": 0.1737,
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       "model_path": "models/deepm_optionB_w1_evar.pt"
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       "oos_start": "2025-01-01",
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-      "oos_ann_return": 0.2267,
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       "model_path": "models/deepm_optionB_w3_evar.pt"
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       "model_path": "models/deepm_optionB_w7_evar.pt"
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       "model_path": "models/deepm_optionB_w8_evar.pt"
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-  "n_assets": 12,
+  "n_assets": 14,
   "tickers": [
     "SPY",
     "QQQ",
@@ -216,6 +216,8 @@
     "XLP",
     "XLU",
     "GDX",
+    "XLB",
+    "XLRE",
     "XME"
   ],
   "include_cash": false,

models/scaler_optionA.pkl

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models/scaler_optionA_window.pkl

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models/scaler_optionB.pkl

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models/scaler_optionB_window.pkl

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