From: Jérôme Benoit <jerome.benoit@piment-noir.org>
Date: Sun, 20 Jul 2025 09:04:20 +0000 (+0200)
Subject: perf(qav3): wider HPO search space for n_estimators
X-Git-Url: https://git.piment-noir.org/?a=commitdiff_plain;h=f098e680098d54cb887222ecd5be06eab578186d;p=freqai-strategies.git

perf(qav3): wider HPO search space for n_estimators

Signed-off-by: Jérôme Benoit <jerome.benoit@piment-noir.org>
---

diff --git a/quickadapter/user_data/config-template.json b/quickadapter/user_data/config-template.json
index a628776..f547894 100644
--- a/quickadapter/user_data/config-template.json
+++ b/quickadapter/user_data/config-template.json
@@ -126,7 +126,7 @@
       "n_jobs": 6,
       "n_trials": 36,
       "timeout": 7200,
-      "label_candles_step": 4,
+      "label_candles_step": 2,
       "train_candles_step": 10,
       "storage": "file"
     },
diff --git a/quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py b/quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py
index 8aabb52..f3ca654 100644
--- a/quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py
+++ b/quickadapter/user_data/freqaimodels/QuickAdapterRegressorV3.py
@@ -50,7 +50,7 @@ class QuickAdapterRegressorV3(BaseRegressionModel):
     https://github.com/sponsors/robcaulk
     """
 
-    version = "3.7.95"
+    version = "3.7.96"
 
     @cached_property
     def _optuna_config(self) -> dict[str, Any]:
@@ -66,7 +66,7 @@ class QuickAdapterRegressorV3(BaseRegressionModel):
             "n_startup_trials": 15,
             "n_trials": 36,
             "timeout": 7200,
-            "label_candles_step": 4,
+            "label_candles_step": 2,
             "train_candles_step": 10,
             "expansion_factor": 0.4,
             "seed": 1,
@@ -1230,7 +1230,7 @@ def get_optuna_study_model_parameters(
             f"Unsupported regressor model: {regressor} (supported: {', '.join(regressors)})"
         )
     default_ranges = {
-        "n_estimators": (100, 1500),
+        "n_estimators": (100, 2000),
         "learning_rate": (1e-3, 0.5),
         "min_child_weight": (1e-8, 100.0),
         "subsample": (0.5, 1.0),
diff --git a/quickadapter/user_data/strategies/QuickAdapterV3.py b/quickadapter/user_data/strategies/QuickAdapterV3.py
index 27c1207..40cb0d5 100644
--- a/quickadapter/user_data/strategies/QuickAdapterV3.py
+++ b/quickadapter/user_data/strategies/QuickAdapterV3.py
@@ -65,7 +65,7 @@ class QuickAdapterV3(IStrategy):
     INTERFACE_VERSION = 3
 
     def version(self) -> str:
-        return "3.3.99"
+        return "3.3.100"
 
     timeframe = "5m"