---
dataset_info:
  features:
  - name: garch_params
    struct:
    - name: alpha
      sequence: float64
    - name: beta
      sequence: float64
    - name: dist
      dtype: string
    - name: eta
      dtype: float64
    - name: fitting_scaling_factor
      dtype: int64
    - name: historical_segment_start_price
      dtype: float64
    - name: nu
      dtype: float64
    - name: omega
      dtype: float64
  - name: prior_informations
    struct:
    - name: EXIT_SLIPPAGE_PERCENT_OF_PRICE
      dtype: float64
    - name: INITIAL_PORTFOLIO_FUNDS
      dtype: float64
    - name: INITIAL_SYNTHETIC_PRICE_SOURCE
      dtype: string
    - name: LEVERAGE_BORROWING_FEE_ANNUAL_RATE
      dtype: float64
    - name: LEVERAGE_BORROWING_FEE_INTERVAL_HOURS
      dtype: int64
    - name: MAINTENANCE_MARGIN_PERCENT
      dtype: float64
    - name: MAX_TRADING_CAPITAL_FOR_UNITS
      dtype: float64
    - name: P99_AUTOMATION_SUCCESS_RATE
      dtype: float64
    - name: POSITION_SIZE_PER_UNIT
      dtype: float64
    - name: SYNTHETIC_DATA_FREQUENCY_MIN
      dtype: int64
    - name: SYNTHETIC_SERIES_LENGTH_DAYS
      dtype: int64
    - name: SYNTHETIC_SERIES_N_POINTS
      dtype: int64
    - name: TRANSACTION_FEE_PERCENT
      dtype: float64
  - name: strategy_params
    struct:
    - name: ADX_PERIOD
      dtype: int64
    - name: ADX_THRESHOLD_FOR_ENTRY
      dtype: int64
    - name: BASE_PENALTY_DURATION_HOURS
      dtype: int64
    - name: DEFAULT_INITIAL_SYNTHETIC_PRICE
      dtype: float64
    - name: HOURLY_MA_LONG_PERIOD
      dtype: int64
    - name: HOURLY_MA_SHORT_PERIOD
      dtype: int64
    - name: INITIAL_MARGIN_PER_UNIT
      dtype: float64
    - name: LEVERAGE
      dtype: int64
    - name: LOSS_STREAK_THRESHOLD_FOR_PENALTY
      dtype: int64
    - name: MARGIN_CALL_DEPOSIT_AMOUNT
      dtype: float64
    - name: MAX_AUTO_MARGIN_CALLS_PER_UNIT
      dtype: int64
    - name: MAX_CONCURRENT_UNITS
      dtype: int64
    - name: MAX_PENALTY_DURATION_HOURS
      dtype: int64
    - name: MAX_UNITS_PER_SIGNAL_EVENT
      dtype: int64
    - name: MFI_EXTREME_OVERSOLD_THRESHOLD
      dtype: int64
    - name: MFI_PERIOD
      dtype: int64
    - name: MIN_UNITS_PER_SIGNAL_EVENT
      dtype: int64
    - name: NON_TRADEABLE_WINDOW
      dtype: int64
    - name: PENALTY_DURATION_MULTIPLIER
      dtype: float64
    - name: PORTFOLIO_PROFIT_TARGET_PERCENT
      dtype: float64
    - name: RSI_OVERSOLD_THRESHOLD
      dtype: int64
    - name: RSI_PERIOD
      dtype: int64
    - name: TRAILING_STOP_AMOUNT_AS_PNL_PERCENT_OF_POSITION
      dtype: float64
    - name: UNIT_BUDGET
      dtype: float64
  - name: strategy_exit_rules
    struct:
    - name: moderate_calls
      struct:
      - name: max_calls_multiplier
        dtype: float64
      - name: pnl_premium
        dtype: float64
      - name: pnl_range
        dtype: float64
    - name: small_calls
      struct:
      - name: max_calls_multiplier
        dtype: float64
      - name: pnl_premium
        dtype: float64
      - name: pnl_range
        dtype: float64
  - name: final_pnl_ratio
    dtype: float64
  - name: max_drawdown_pct
    dtype: float64
  - name: reward_score
    dtype: float64
  - name: __index_level_0__
    dtype: int64
  splits:
  - name: train
    num_bytes: 47186970
    num_examples: 102304
  download_size: 22032191
  dataset_size: 47186970
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
---
# Dataset Card for "SFT-GRPO-dataset-v2-full"

[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)