root_dir: ${oc.env:PROJECT_ROOT}
data_dir: ${root_dir}/data/
db_file: ${data_dir}/data.db
log_dir: ${root_dir}/logs/
output_dir: ${hydra:runtime.output_dir}
cache_dir: ${root_dir}/.cache
work_dir: ${hydra:runtime.cwd}
binance:
  symbols:
  - BTC/USDT
  - ETH/USDT
  - XRP/USDT
  intervals:
  - 1d
  start_date: '2022-01-01'
  end_date: null
  limit: 1000
storage:
  batch_size: 500
  update_existing: true
rate_limiting:
  requests_per_minute: 60
  retry_attempts: 3
  retry_delay_seconds: 5
data:
  symbols:
  - BTC/USDT
  interval: 1d
  start_date: '2022-01-01'
  end_date: null
  sequence_length: 7
  feature_columns:
  - open
  - high
  - low
  - close
  - volume
  target_column: close
  train_split: 0.8
  val_split: 0.1
  test_split: 0.1
  batch_size: 64
  shuffle: true
  num_workers: 4
model:
  type: LSTM
  hidden_size: 128
  num_layers: 3
  dropout: 0.2
  bidirectional: true
training:
  epochs: 200
  early_stopping_patience: 25
  early_stopping_min_delta: 0.001
  learning_rate: 0.0001
  optimizer: adam
  loss_function: mae
  gradient_clip_val: 0.5
wandb:
  enabled: true
  log_model: false
  log_every_n_steps: 10
  visualize_predictions: true
  max_samples_to_plot: 300
  visualization_library: matplotlib
checkpoint:
  dirpath: checkpoints
  filename: '{epoch}-{val_loss:.4f}'
  save_top_k: 1
  monitor: val_loss
  mode: min
huggingface:
  push_to_hub: true
  commit_message: Training run on {date}
  repo_id: btc-predictor-v0
trading:
  general:
    interval: 1d
    position_size_pct: 0.1
    max_open_trades: 10
    model_and_symbols:
    - model: btc-predictor-v0
      symbols: BTC/USDT
  logic:
    buy_threshold: 0.002
    sell_threshold: -0.002
    stop_loss_pct: 0.05
    take_profit_pct: 0.02
    enable_stop_loss: false
    enable_trend_reversal_selling: true
    rc_threshold: 0.6
  backtesting:
    start_date: '2025-01-01'
    end_date: '2025-04-28'
    fee_rate: 0.001
    slippage_pct: 0.001
    plot_results: true
    save_results: true
    results_dir: backtest_results
    initial_capital: 2000.0
    visualization:
      formats:
      - png
      - pdf
      dpi: 300
      combined_report: true
      charts:
        portfolio_value: true
        cumulative_returns: true
        trade_points: true
        drawdown: true
        monthly_returns: true
        win_loss_ratio: true
        portfolio_composition: true
        predictions: true
  live:
    mode: paper
    update_interval_seconds: 60
    max_retry_attempts: 3
    retry_delay_seconds: 5
    order_type: market
    limit_order_time_in_force: GTC
    limit_price_buffer_pct: 0.005
    telegram_notifications: false
app:
  name: crypto-trading
  environment: ${oc.env:ENVIRONMENT}
  log_level: ${oc.env:LOG_LEVEL}
logging:
  sink: stderr
  rotation: null
  retention: null
  format: null
database:
  dialect: sqlite
  user: ${oc.env:DB_USER}
  password: ${oc.env:DB_PASSWORD}
  host: ${oc.env:DB_HOST}
  port: ${oc.env:DB_PORT}
  name: ${oc.env:DB_NAME}
  url: sqlite:///${db_file}
services:
  binance:
    api_key: ${oc.env:BINANCE_API_KEY}
    api_secret: ${oc.env:BINANCE_API_SECRET}
    testnet: false
  wandb:
    api_key: ${oc.env:WANDB_API_KEY}
    project: ${oc.env:WANDB_PROJECT}
    entity: ''
  huggingface:
    token: ${oc.env:HUGGINGFACE_TOKEN}
    username: ${oc.env:HUGGINGFACE_USERNAME}
    repo_name: ${oc.env:HUGGINGFACE_REPO_NAME,crypto-models}