scalping dashboard and config

config.yaml

@@ -5,14 +5,12 @@ symbols:
   - "ETH/USDT"
   - "BTC/USDT"
 
-# Timeframes for multi-timeframe analysis
-timeframes:
-  - "1m"
-  - "5m" 
-  - "15m"
-  - "1h"
-  - "4h"
-  - "1d"
+# Timeframes for ultra-fast scalping (500x leverage)
+timeframes:  
+  - "1s"  # Primary scalping timeframe  
+  - "1m"  # Short-term confirmation  
+  - "1h"  # Medium-term trend 
+  - "1d"  # Long-term direction
 
 # Data Provider Settings
 data:
@@ -40,14 +38,12 @@ cnn:
   confidence_threshold: 0.6
   early_stopping_patience: 10
   model_dir: "models/enhanced_cnn"
-  # Timeframe-specific model weights
-  timeframe_importance:
-    "1m": 0.05   # Noise filtering
-    "5m": 0.10   # Short-term momentum  
-    "15m": 0.15  # Entry/exit timing
-    "1h": 0.25   # Medium-term trend
-    "4h": 0.25   # Stronger trend confirmation
-    "1d": 0.20   # Long-term direction
+    # Ultra-fast scalping weights (500x leverage)  
+  timeframe_importance:   
+    "1s": 0.60   # Primary scalping signal    
+    "1m": 0.20   # Short-term confirmation     
+    "1h": 0.15   # Medium-term trend   
+      "1d": 0.05   # Long-term direction (minimal)
 
 # Enhanced RL Agent Configuration  
 rl: