SDCALibrary

My Valuation Library for mostly crypto currency use, but some can be applied to other assets.
There are technical and on-chain indicator functions for use.

Technical Indicators:

1. **drawdown_zscore**
- **Summary**: Calculates the z-score of drawdowns over a specified lookback period.
- **Inputs**:
- `lookback_length` (int): Period for drawdown calculation.
- `zScoreLen` (int): Length for z-score calculation.

2. **sharpe_zscore**
- **Summary**: Computes the z-score of the Sharpe ratio using returns over a period and a smoothing length.
- **Inputs**:
- `length` (int): Period for returns calculation.
- `smalen` (int): Smoothing length for returns.
- `zScoreLen` (int): Length for z-score calculation.

3. **rsi_zscore**
- **Summary**: Calculates the z-score of the Relative Strength Index (RSI) with smoothing.
- **Inputs**:
- `length` (int): Period for RSI calculation.
- `smalen` (int): Smoothing length for RSI.
- `zScoreLen` (int): Length for z-score calculation.

4. **DFATH_zscore**
- **Summary**: Computes the z-score for a specific DFATH metric (details not specified).
- **Inputs**:
- `zScoreLen` (int): Length for z-score calculation.

5. **RTI_zscore**
- **Summary**: Calculates the z-score of a trend indicator based on data count and sensitivity.
- **Inputs**:
- `trend_data_count` (int): Number of data points for trend analysis.
- `trend_sensitivity_percentage` (int): Sensitivity threshold for trend detection.
- `zScoreLen` (int): Length for z-score calculation.

On-Chain (Crypto only, mostly BTC, ETH)

6. **SOPR_zscore**
- **Summary**: Computes the z-score of Spent Output Profit Ratio (SOPR) for a specific coin.
- **Inputs**:
- `zScoreLen` (int): Length for z-score calculation.
- `coin_sopr` (string): SOPR data for the specified coin.

7. **thermocap_zscore**
- **Summary**: Calculates the z-score of the Thermocap metric using moving average and coin-specific data.
- **Inputs**:
- `ma_len` (int): Length of the moving average.
- `ma_type` (string): Type of moving average.
- `zScoreLen` (int): Length for z-score calculation.
- `coin_index` (string): Coin index data.
- `coin_blocks_mined` (string): Data on blocks mined for the coin.

8. **MVRV_zscore**
- **Summary**: Computes the z-score of the Market Value to Realized Value (MVRV) ratio.
- **Inputs**:
- `zScoreLen` (int): Length for z-score calculation.
- `coin_MC` (string): Market capitalization data.
- `coin_MC_real` (string): Realized market capitalization data.

9. **supplyinprofit_zscore**
- **Summary**: Calculates the z-score of the percentage of coin supply in profit or loss, optionally adjusted for alpha decay.
- **Inputs**:
- `isAlphaDecayAdjusted` (bool): Whether to apply alpha decay adjustment.
- `zScoreLen` (int): Length for z-score calculation.
- `coin_profit_address_percent` (string): Percentage of addresses in profit.
- `coin_loss_address_percent` (string): Percentage of addresses in loss.

10. **realized_price_zscore**
- **Summary**: Computes the z-score of the realized price based on realized market cap and supply.
- **Inputs**:
- `zScoreLen` (int): Length for z-score calculation.
- `coin_MC_real` (string): Realized market capitalization data.
- `coin_supply` (string): Coin supply data.

11. **CVVD_zscore**
- **Summary**: Calculates the z-score of Cumulative Value Days Destroyed (CVVD) metric.
- **Inputs**:
- `zScoreLen` (int): Length for z-score calculation.
- `coin_MC_real` (string): Realized market capitalization data.
- `coin_total_volume` (string): Total volume data for the coin.

12. **NUPL_zscore**
- **Summary**: Computes the z-score of Net Unrealized Profit and Loss (NUPL) metric.
- **Inputs**:
- `zScoreLen` (int): Length for z-score calculation.
- `coin_MC` (string): Market capitalization data.
- `coin_MC_real` (string): Realized market capitalization data.