scalping dash also works initially

config.yaml

@@ -99,14 +99,27 @@ training:
   validation_split: 0.2
   early_stopping_patience: 10
   
-  # CNN specific
-  cnn_training_interval: 21600  # Train every 6 hours
-  min_perfect_moves: 200        # Minimum moves before training
+  # CNN specific training
+  cnn_training_interval: 3600    # Train CNN every hour (was 6 hours)
+  min_perfect_moves: 50          # Reduced from 200 for faster learning
   
-  # RL specific  
-  rl_training_interval: 3600    # Train every hour
-  min_experiences: 100          # Minimum experiences before training
-  training_steps_per_cycle: 10  # Training steps per cycle
+  # RL specific training  
+  rl_training_interval: 300      # Train RL every 5 minutes (was 1 hour)
+  min_experiences: 50            # Reduced from 100 for faster learning
+  training_steps_per_cycle: 20   # Increased from 10 for more learning
+
+  model_type: "optimized_short_term"
+  use_realtime: true
+  use_ticks: true
+  checkpoint_dir: "NN/models/saved/realtime_ticks_checkpoints"
+  save_best_model: true
+  save_final_model: false  # We only want to keep the best performing model
+  
+  # Continuous learning settings
+  continuous_learning: true
+  learning_from_trades: true
+  pattern_recognition: true
+  retrospective_learning: true
 
 # Trading Execution
 trading:
@@ -135,8 +148,8 @@ web:
   host: "127.0.0.1"
   port: 8050
   debug: false
-  update_interval: 1000  # Milliseconds
-  chart_history: 100     # Number of candles to show
+  update_interval: 500  # Milliseconds
+  chart_history: 200     # Number of candles to show
   
   # Enhanced dashboard features
   show_timeframe_analysis: true
@@ -188,4 +201,9 @@ backtesting:
   end_date: "2024-12-31"
   initial_balance: 10000
   commission: 0.0002
-  slippage: 0.0001 
+  slippage: 0.0001
+
+model_paths:
+  realtime_model: "NN/models/saved/optimized_short_term_model_realtime_best.pt"
+  ticks_model: "NN/models/saved/optimized_short_term_model_ticks_best.pt"
+  backup_model: "NN/models/saved/realtime_ticks_checkpoints/checkpoint_epoch_50449_backup/model.pt"