stable1 10

config_examples/config_freqai.okx.json

@@ -2,16 +2,16 @@
     "$schema": "https://schema.freqtrade.io/schema.json",
     "trading_mode": "spot",
     "margin_mode": "isolated",
-    "max_open_trades": 4,
+    "max_open_trades": 3,
     "stake_currency": "USDT",
-    "stake_amount": 150,
+    "stake_amount": 100,
     "tradable_balance_ratio": 1,
     "fiat_display_currency": "USD",
     "dry_run": true,
-    "timeframe": "3m",
+    "timeframe": "15m",
     "dry_run_wallet": 1000,
     "cancel_open_orders_on_exit": true,
-    "stoploss": -0.05,
+    "stoploss": -0.1,
     "unfilledtimeout": {
         "entry": 5,
         "exit": 15
@@ -30,12 +30,13 @@
         },
         "ccxt_async_config": {
             "enableRateLimit": true,
-	          "rateLimit": 500,
+            "rateLimit": 500,
             "timeout": 20000
         },
         "pair_whitelist": [
             "BTC/USDT",
-            "SOL/USDT"
+            "SOL/USDT",
+            "ETH/USDT"
         ],
         "pair_blacklist": []
     },
@@ -66,35 +67,39 @@
         },
         "freqaimodel": "XGBoostRegressor",
         "model_training_parameters": {
-            "n_estimators": 100,
+            "n_estimators": 200,
             "learning_rate": 0.05,
-            "max_depth": 5
+            "max_depth": 6,
+            "subsample": 0.8,
+            "colsample_bytree": 0.8,
+            "reg_lambda": 1.0,
+            "objective": "reg:squarederror",
+            "eval_metric": "rmse",
+            "early_stopping_rounds": 20
         },
-        "train_period_days": 180,
-        "backtest_period_days": 60,
+        "train_period_days": 365,
+        "backtest_period_days": 90,
         "live_retrain_hours": 0,
         "feature_selection": {
-          "method": "recursive_elimination"
+            "method": "recursive_elimination"
         },
         "feature_parameters": {
-            "include_timeframes": ["15m"],
-            "include_corr_pairlist": ["BTC/USDT"],
+            "include_timeframes": ["15m", "1h", "4h"],
+            "include_corr_pairlist": ["BTC/USDT", "SOL/USDT"],
             "label_period_candles": 10,
-            "include_shifted_candles": 1,
-
+            "include_shifted_candles": 2,
             "weight_factor": 0.9,
             "principal_component_analysis": false,
-            "use_SVM_to_remove_outliers": false,
-            "indicator_periods_candles": [14],
+            "use_SVM_to_remove_outliers": true,
+            "SVM_parameters": {
+                "nu": 0.1
+            },
+            "indicator_periods_candles": [14, 20]
         },
         "data_split_parameters": {
-            "test_size": 0.2
-        },
-      "model_training_parameters": {
-          "n_estimators": 100,
-          "learning_rate": 0.05,
-          "max_depth": 5
-      }
+            "test_size": 0.2,
+            "shuffle": true
+        }
     },
     "api_server": {
         "enabled": true,
@@ -117,3 +122,5 @@
         "loglevel": "DEBUG"
     }
 }
+
+

docker-compose.yml

@@ -61,13 +61,13 @@ services:
     #     --spaces roi stoploss 
     #     -e 200
 
-    command: >
-       backtesting
-        --logfile /freqtrade/user_data/logs/freqtrade.log
-        --freqaimodel XGBoostRegressor
-        --config /freqtrade/config_examples/config_freqai.okx.json
-        --config /freqtrade/templates/FreqaiExampleStrategy.json
-        --strategy-path /freqtrade/templates
-        --strategy FreqaiExampleStrategy
-        --timerange 20250320-20250420
-        --cache none
+  command: >
+      backtesting
+      --logfile /freqtrade/user_data/logs/freqtrade.log
+      --freqaimodel XGBoostRegressor
+      --config /freqtrade/config_examples/config_freqai.okx.json
+      --config /freqtrade/templates/FreqaiExampleStrategy.json
+      --strategy-path /freqtrade/templates
+      --strategy FreqaiExampleStrategy
+      --timerange 20250320-20250420
+      --cache none

freqtrade/templates/FreqaiExampleStrategy.py

@@ -366,3 +366,4 @@ class FreqaiExampleStrategy(IStrategy):
             if rate > (last_candle["close"] * (1 + 0.0025)):
                 return False
         return True
+