cleanup_1

config.yaml

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+# Trading System Configuration
+
+# Trading Symbols (extendable)
+symbols:
+  - "ETH/USDT"
+  - "BTC/USDT"
+
+# Timeframes for multi-timeframe analysis
+timeframes:
+  - "1m"
+  - "5m" 
+  - "15m"
+  - "1h"
+  - "4h"
+  - "1d"
+
+# Data Provider Settings
+data:
+  provider: "binance"
+  cache_enabled: true
+  cache_dir: "cache"
+  historical_limit: 1000
+  real_time_enabled: true
+  websocket_reconnect: true
+
+# CNN Model Configuration
+cnn:
+  window_size: 20
+  features: ["open", "high", "low", "close", "volume"]
+  hidden_layers: [64, 32, 16]
+  dropout: 0.2
+  learning_rate: 0.001
+  batch_size: 32
+  epochs: 100
+  confidence_threshold: 0.6
+
+# RL Agent Configuration  
+rl:
+  state_size: 100  # Will be calculated dynamically
+  action_space: 3  # BUY, HOLD, SELL
+  epsilon: 1.0
+  epsilon_decay: 0.995
+  epsilon_min: 0.01
+  learning_rate: 0.0001
+  gamma: 0.99
+  memory_size: 10000
+  batch_size: 64
+  target_update_freq: 1000
+
+# Orchestrator Settings
+orchestrator:
+  cnn_weight: 0.7      # Weight for CNN predictions
+  rl_weight: 0.3       # Weight for RL decisions
+  confidence_threshold: 0.5  # Minimum confidence to act
+  decision_frequency: 60     # Seconds between decisions
+
+# Trading Execution
+trading:
+  max_position_size: 0.1    # Maximum position size (fraction of balance)
+  stop_loss: 0.02           # 2% stop loss
+  take_profit: 0.05         # 5% take profit
+  trading_fee: 0.0002       # 0.02% trading fee
+  min_trade_interval: 60    # Minimum seconds between trades
+
+# Web Dashboard
+web:
+  host: "127.0.0.1"
+  port: 8050
+  debug: false
+  update_interval: 1000  # Milliseconds
+  chart_history: 100     # Number of candles to show
+
+# Logging
+logging:
+  level: "INFO"
+  format: "%(asctime)s - %(name)s - %(levelname)s - %(message)s"
+  file: "logs/trading.log"
+  max_size: 10485760  # 10MB
+  backup_count: 5
+
+# GPU/Performance
+performance:
+  use_gpu: true
+  mixed_precision: true
+  num_workers: 4
+  batch_size_multiplier: 1.0
+
+# Paths
+paths:
+  models: "models"
+  data: "data"
+  logs: "logs"
+  cache: "cache"
+  plots: "plots"