PINE LIBRARY
AdaptiveMovingAverages
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AdaptiveMovingAverages Library Documentation
This library provides functions for adaptive moving averages using various adaptation styles.
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get_coeff
*Description:
Calculates the adaptation coefficient based on the selected adaptation style.
*Usage:
*Parameters:
- src: *(series float)* Input price series or data (e.g., `close`, `high`, or a custom calculation).
- length: *(simple int)* Length of the adaptation calculation.
- style: *(AdaptationStyle)* Selected adaptation style:
- AdaptationStyle.atr: Average True Range
- AdaptationStyle.roc: Rate of Change
- AdaptationStyle.stddev: Standard Deviation
- AdaptationStyle.rsi: Relative Strength Index
- AdaptationStyle.bbw: Bollinger Band Width
- AdaptationStyle.hv: Historical Volatility
- AdaptationStyle.fdi: Fractal Dimension Index
- AdaptationStyle.volumen: Volume-Based
*Returns:
*(float)* Adaptation coefficient in the range [0.01, 1.0].
---
adaptive_ema
*Description:
Calculates an Adaptive Exponential Moving Average (Adaptive EMA) using the specified adaptation style.
*Usage:
*Parameters:
- src: *(series float)* Input price series or data.
- length: *(int)* EMA length.
- adaptation_style: *(AdaptationStyle)* Adaptation style (e.g., AdaptationStyle.atr, AdaptationStyle.roc).
- adaptation_length: *(int)* Length used for calculating the adaptation coefficient.
*Returns:
*(float)* Adaptive EMA value.
---
adaptive_dema
*Description:
Calculates an Adaptive Double Exponential Moving Average (Adaptive DEMA).
*Usage:
*Parameters:
- src: *(series float)* Input price series or data.
- length: *(int)* DEMA length.
- adaptation_style: *(AdaptationStyle)* Adaptation style.
- adaptation_length: *(int)* Length used for calculating the adaptation coefficient.
*Returns:
*(float)* Adaptive DEMA value.
---
adaptive_tema
*Description:
Calculates an Adaptive Triple Exponential Moving Average (Adaptive TEMA).
*Usage:
*Parameters:
- src: *(series float)* Input price series or data.
- length: *(int)* TEMA length.
- adaptation_style: *(AdaptationStyle)* Adaptation style.
- adaptation_length: *(int)* Length used for calculating the adaptation coefficient.
*Returns:
*(float)* Adaptive TEMA value.
---
adaptive_wma
*Description:
Calculates an Adaptive Weighted Moving Average (Adaptive WMA).
*Usage:
*Parameters:
- src: *(series float)* Input price series or data.
- length: *(int)* WMA length.
- adaptation_style: *(AdaptationStyle)* Adaptation style.
- adaptation_length: *(int)* Length used for calculating the adaptation coefficient.
*Returns:
*(float)* Adaptive WMA value.
---
adaptive_hma
*Description:
Calculates an Adaptive Hull Moving Average (Adaptive HMA) using a combination of adaptive WMA and adaptive EMA.
*Usage:
*Parameters:
- src: *(series float)* Input price series or data.
- length: *(int)* HMA length.
- adaptation_style: *(AdaptationStyle)* Adaptation style.
- adaptation_length: *(int)* Length used for calculating the adaptation coefficient.
*Returns:
*(float)* Adaptive HMA value.
---
AdaptationStyle Enum
*Description:
The `AdaptationStyle` enum provides predefined options for selecting the adaptation method.
*Options:
- AdaptationStyle.atr: Average True Range
- AdaptationStyle.roc: Rate of Change
- AdaptationStyle.stddev: Standard Deviation
- AdaptationStyle.rsi: Relative Strength Index
- AdaptationStyle.bbw: Bollinger Band Width
- AdaptationStyle.hv: Historical Volatility
- AdaptationStyle.fdi: Fractal Dimension Index
- AdaptationStyle.volumen: Volume-Based
---
Example Usage
This library provides functions for adaptive moving averages using various adaptation styles.
---
get_coeff
*Description:
Calculates the adaptation coefficient based on the selected adaptation style.
*Usage:
*Parameters:
- src: *(series float)* Input price series or data (e.g., `close`, `high`, or a custom calculation).
- length: *(simple int)* Length of the adaptation calculation.
- style: *(AdaptationStyle)* Selected adaptation style:
- AdaptationStyle.atr: Average True Range
- AdaptationStyle.roc: Rate of Change
- AdaptationStyle.stddev: Standard Deviation
- AdaptationStyle.rsi: Relative Strength Index
- AdaptationStyle.bbw: Bollinger Band Width
- AdaptationStyle.hv: Historical Volatility
- AdaptationStyle.fdi: Fractal Dimension Index
- AdaptationStyle.volumen: Volume-Based
*Returns:
*(float)* Adaptation coefficient in the range [0.01, 1.0].
---
adaptive_ema
*Description:
Calculates an Adaptive Exponential Moving Average (Adaptive EMA) using the specified adaptation style.
*Usage:
*Parameters:
- src: *(series float)* Input price series or data.
- length: *(int)* EMA length.
- adaptation_style: *(AdaptationStyle)* Adaptation style (e.g., AdaptationStyle.atr, AdaptationStyle.roc).
- adaptation_length: *(int)* Length used for calculating the adaptation coefficient.
*Returns:
*(float)* Adaptive EMA value.
---
adaptive_dema
*Description:
Calculates an Adaptive Double Exponential Moving Average (Adaptive DEMA).
*Usage:
*Parameters:
- src: *(series float)* Input price series or data.
- length: *(int)* DEMA length.
- adaptation_style: *(AdaptationStyle)* Adaptation style.
- adaptation_length: *(int)* Length used for calculating the adaptation coefficient.
*Returns:
*(float)* Adaptive DEMA value.
---
adaptive_tema
*Description:
Calculates an Adaptive Triple Exponential Moving Average (Adaptive TEMA).
*Usage:
*Parameters:
- src: *(series float)* Input price series or data.
- length: *(int)* TEMA length.
- adaptation_style: *(AdaptationStyle)* Adaptation style.
- adaptation_length: *(int)* Length used for calculating the adaptation coefficient.
*Returns:
*(float)* Adaptive TEMA value.
---
adaptive_wma
*Description:
Calculates an Adaptive Weighted Moving Average (Adaptive WMA).
*Usage:
*Parameters:
- src: *(series float)* Input price series or data.
- length: *(int)* WMA length.
- adaptation_style: *(AdaptationStyle)* Adaptation style.
- adaptation_length: *(int)* Length used for calculating the adaptation coefficient.
*Returns:
*(float)* Adaptive WMA value.
---
adaptive_hma
*Description:
Calculates an Adaptive Hull Moving Average (Adaptive HMA) using a combination of adaptive WMA and adaptive EMA.
*Usage:
*Parameters:
- src: *(series float)* Input price series or data.
- length: *(int)* HMA length.
- adaptation_style: *(AdaptationStyle)* Adaptation style.
- adaptation_length: *(int)* Length used for calculating the adaptation coefficient.
*Returns:
*(float)* Adaptive HMA value.
---
AdaptationStyle Enum
*Description:
The `AdaptationStyle` enum provides predefined options for selecting the adaptation method.
*Options:
- AdaptationStyle.atr: Average True Range
- AdaptationStyle.roc: Rate of Change
- AdaptationStyle.stddev: Standard Deviation
- AdaptationStyle.rsi: Relative Strength Index
- AdaptationStyle.bbw: Bollinger Band Width
- AdaptationStyle.hv: Historical Volatility
- AdaptationStyle.fdi: Fractal Dimension Index
- AdaptationStyle.volumen: Volume-Based
---
Example Usage
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