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'{timestamp}' will be replaced by YYYYMMDD_HHMMSS. Allows grouping results, logs, and models. + +base_dirs: + results: 'results' # Base directory relative to package root + logs: 'logs' # Base directory relative to package root + models: 'models' # Base directory relative to package root + +# --- Data Parameters --- +data: + db_dir: '../../data/crypto_market_data' # Path to the directory containing the market data database (relative to where main.py is run). + exchange: 'bnbspot' # Name of the exchange table/data source in the database. + ticker: 'SOL-USDT' # Instrument identifier (e.g., trading pair) within the exchange data. + start_date: '2024-06-01' # Start date for loading data (YYYY-MM-DD). Note: Ensure enough data for lookback + splits. + end_date: '2025-03-10' # End date for loading data (YYYY-MM-DD). + interval: '1min' # Data frequency/interval (e.g., '1min', '5min', '1h'). + +# --- Data Split --- +split_ratios: + train: 0.6 # Proportion of the loaded data to use for training (0.0 to <1.0). + validation: 0.2 # Proportion of the loaded data to use for validation (0.0 to <1.0). + # Test ratio is calculated as 1.0 - train - validation. Ensure train + validation < 1.0. + +# --- GRU Model Parameters --- +gru: + lookback: 60 + epochs: 25 + batch_size: 256 + prediction_horizon: 5 + patience: 5 + model_load_run_id: '20250417_173635' + recency_weighting: + enabled: true + linear_start: 0.2 + linear_end: 1.0 + signed_weighting_beta: 0.0 + composite_loss_kappa: 0.0 + +# --- Calibration Parameters --- +calibration: + edge_threshold: 0.55 + recalibrate_every_n: 0 + recalibration_window: 10000 + +# --- SAC Agent Parameters --- +sac: + state_dim: 5 + hidden_size: 64 + gamma: 0.97 + tau: 0.02 + actor_lr: 3e-4 + buffer_max_size: 100000 + ou_noise_stddev: 0.2 + ou_noise_theta: 0.15 + ou_noise_dt: 0.01 + alpha: 0.2 + alpha_auto_tune: true + use_batch_norm: true + total_training_steps: 100 + min_buffer_size: 2000 + batch_size: 256 + log_interval: 1000 + save_interval: 10000 + +# --- Environment Parameters (Used by train_sac.py) --- +environment: + initial_capital: 10000.0 # Notional capital for env/backtest consistency + transaction_cost: 0.0005 # Fractional cost per trade (e.g., 0.0005 = 0.05%) + +# --- Backtesting Parameters --- +backtest: + initial_capital: 10000.0 # Starting capital for run_pipeline backtest. + transaction_cost: 0.0005 # Transaction cost for run_pipeline backtest. + +# --- Experience Generation (Simplified for config) --- +# Configuration for how experiences are generated or sampled for SAC training. +# (Currently only 'generate_new_on_epoch' is directly used from here in main.py) +experience: + generate_new_on_epoch: False # If true, generate fresh experiences using validation data at the start of each SAC epoch. If false, generate experiences once initially. + +# --- Control Flags --- +# Determine which parts of the pipeline to run. +control: + train_gru: true # Train the GRU model? + train_sac: true # Run the offline SAC training script before backtesting? + + # --- SAC Loading/Resuming --- + # For resuming training in train_sac.py: + sac_resume_run_id: null # Run ID of SAC agent to load *before* starting training (e.g., "sac_train_..."). If null, starts fresh. + sac_resume_step: final # Checkpoint step to resume from: 'final' or step number. + # For loading agent for backtesting in run_pipeline.py: + sac_load_run_id: null # Run ID of the SAC training run to load weights from for *backtesting* (e.g., "sac_train_..."). 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