Library "ta"
Collection of all custom and enhanced TA indicators. Same as enhanced_ta. But, removed all the displays to make it faster.
ma(source, maType, length)
returns custom moving averages
Parameters:
source: Moving Average Source
maType: Moving Average Type : Can be sma, ema, hma, rma, wma, vwma, swma, highlow, linreg, median
length: Moving Average Length
Returns: moving average for the given type and length
atr(maType, length)
returns ATR with custom moving average
Parameters:
maType: Moving Average Type : Can be sma, ema, hma, rma, wma, vwma, swma, highlow, linreg, median
length: Moving Average Length
Returns: ATR for the given moving average type and length
atrpercent(maType, length)
returns ATR as percentage of close price
Parameters:
maType: Moving Average Type : Can be sma, ema, hma, rma, wma, vwma, swma, highlow, linreg, median
length: Moving Average Length
Returns: ATR as percentage of close price for the given moving average type and length
bb(source, maType, length, multiplier, sticky)
returns Bollinger band for custom moving average
Parameters:
source: Moving Average Source
maType: Moving Average Type : Can be sma, ema, hma, rma, wma, vwma, swma, highlow, linreg, median
length: Moving Average Length
multiplier: Standard Deviation multiplier
sticky: - sticky boundaries which will only change when value is outside boundary.
Returns: Bollinger band with custom moving average for given source, length and multiplier
bbw(source, maType, length, multiplier, sticky)
returns Bollinger bandwidth for custom moving average
Parameters:
source: Moving Average Source
maType: Moving Average Type : Can be sma, ema, hma, rma, wma, vwma, swma, highlow, linreg, median
length: Moving Average Length
multiplier: Standard Deviation multiplier
sticky: - sticky boundaries which will only change when value is outside boundary.
Returns: Bollinger Bandwidth for custom moving average for given source, length and multiplier
bpercentb(source, maType, length, multiplier, sticky)
returns Bollinger Percent B for custom moving average
Parameters:
source: Moving Average Source
maType: Moving Average Type : Can be sma, ema, hma, rma, wma, vwma, swma, highlow, linreg, median
length: Moving Average Length
multiplier: Standard Deviation multiplier
sticky: - sticky boundaries which will only change when value is outside boundary.
Returns: Bollinger Percent B for custom moving average for given source, length and multiplier
kc(source, maType, length, multiplier, useTrueRange, sticky)
returns Keltner Channel for custom moving average
Parameters:
source: Moving Average Source
maType: Moving Average Type : Can be sma, ema, hma, rma, wma, vwma, swma, highlow, linreg, median
length: Moving Average Length
multiplier: Standard Deviation multiplier
useTrueRange: - if set to false, uses high-low.
sticky: - sticky boundaries which will only change when value is outside boundary.
Returns: Keltner Channel for custom moving average for given souce, length and multiplier
kcw(source, maType, length, multiplier, useTrueRange, sticky)
returns Keltner Channel Width with custom moving average
Parameters:
source: Moving Average Source
maType: Moving Average Type : Can be sma, ema, hma, rma, wma, vwma, swma, highlow, linreg, median
length: Moving Average Length
multiplier: Standard Deviation multiplier
useTrueRange: - if set to false, uses high-low.
sticky: - sticky boundaries which will only change when value is outside boundary.
Returns: Keltner Channel Width for custom moving average
kpercentk(source, maType, length, multiplier, useTrueRange, sticky)
returns Keltner Channel Percent K Width with custom moving average
Parameters:
source: Moving Average Source
maType: Moving Average Type : Can be sma, ema, hma, rma, wma, vwma, swma, highlow, linreg, median
length: Moving Average Length
multiplier: Standard Deviation multiplier
useTrueRange: - if set to false, uses high-low.
sticky: - sticky boundaries which will only change when value is outside boundary.
Returns: Keltner Percent K for given moving average, source, length and multiplier
dc(length, useAlternateSource, alternateSource, sticky)
returns Custom Donchian Channel
Parameters:
length: - donchian channel length
useAlternateSource: - Custom source is used only if useAlternateSource is set to true
alternateSource: - Custom source
sticky: - sticky boundaries which will only change when value is outside boundary.
Returns: Donchian channel
dcw(length, useAlternateSource, alternateSource, sticky)
returns Donchian Channel Width
Parameters:
length: - donchian channel length
useAlternateSource: - Custom source is used only if useAlternateSource is set to true
alternateSource: - Custom source
sticky: - sticky boundaries which will only change when value is outside boundary.
Returns: Donchian channel width
dpercentd(useAlternateSource, alternateSource, length, sticky)
returns Donchian Channel Percent of price
Parameters:
useAlternateSource: - Custom source is used only if useAlternateSource is set to true
alternateSource: - Custom source
length: - donchian channel length
sticky: - sticky boundaries which will only change when value is outside boundary.
Returns: Donchian channel Percent D
oscillatorRange(source, method, highlowLength, rangeLength, sticky)
oscillatorRange - returns Custom overbought/oversold areas for an oscillator input
Parameters:
source: - Osillator source such as RSI, COG etc.
method: - Valid values for method are : sma, ema, hma, rma, wma, vwma, swma, highlow, linreg, median
highlowLength: - length on which highlow of the oscillator is calculated
rangeLength: - length used for calculating oversold/overbought range - usually same as oscillator length
sticky: - overbought, oversold levels won't change unless crossed
Returns: Dynamic overbought and oversold range for oscillator input
oscillator(type, length, shortLength, longLength, source, highSource, lowSource, method, highlowLength, sticky)
oscillator - returns Choice of oscillator with custom overbought/oversold range
Parameters:
type: - oscillator type. Valid values : cci, cmo, cog, mfi, roc, rsi, stoch, tsi, wpr
length: - Oscillator length - not used for TSI
shortLength: - shortLength only used for TSI
longLength: - longLength only used for TSI
source: - custom source if required
highSource: - custom high source for stochastic oscillator
lowSource: - custom low source for stochastic oscillator
method: - Valid values for method are : sma, ema, hma, rma, wma, vwma, swma, highlow, linreg, median
highlowLength: - length on which highlow of the oscillator is calculated
sticky: - overbought, oversold levels won't change unless crossed
Returns: Oscillator value along with dynamic overbought and oversold range for oscillator input
multibands(bandType, source, maType, length, useTrueRange, sticky, numberOfBands, multiplierStart, multiplierStep)
multibands - returns Choice of oscillator with custom overbought/oversold range
Parameters:
bandType: - Band type - can be either bb or kc
source: - custom source if required
maType: Moving Average Type : Can be sma, ema, hma, rma, wma, vwma, swma, highlow, linreg, median
length: - Oscillator length - not used for TSI
useTrueRange: - if set to false, uses high-low.
sticky: - for sticky borders which only change upon source crossover/crossunder
numberOfBands: - Number of bands to generate
multiplierStart: - Starting ATR or Standard deviation multiplier for first band
multiplierStep: - Incremental value for multiplier for each band
Returns: array of band values sorted in ascending order
mbandoscillator(bandType, source, maType, length, useTrueRange, stickyBands, numberOfBands, multiplierStart, multiplierStep)
mbandoscillator - Multiband oscillator created on the basis of bands
Parameters:
bandType: - Band type - can be either bb or kc
source: - custom source if required
maType: Moving Average Type : Can be sma, ema, hma, rma, wma, vwma, swma, highlow, linreg, median
length: - Oscillator length - not used for TSI
useTrueRange: - if set to false, uses high-low.
stickyBands: - for sticky borders which only change upon source crossover/crossunder for band detection
numberOfBands: - Number of bands to generate
multiplierStart: - Starting ATR or Standard deviation multiplier for first band
multiplierStep: - Incremental value for multiplier for each band
Returns: oscillator currentStates - Array containing states for last n bars