Momentum Indicators¶

Awesome Oscillator¶

fast_ta.momentum.AO(high : np.array, low : np.array, s : int = 5, l : int = 34) → np.array¶

Compute the Awesome Oscillator Indicator.

Parameters:	high (np.array) – High Time Series low (np.array) – Low Time Series s (int) – Short Period l (int) – Long Period
Returns:	Awesome Oscillator Indicator
Return type:	np.array

KAMA¶

fast_ta.momentum.KAMA(close : np.array, n : int = 10, f : int = 2, s : int = 30) → np.array¶

Compute the KAMA Indicator.

Parameters:	close (np.array) – Close Time Series n (int) – Period f (int) – Fast EMA Periods s (int) – Slow EMA Periods
Returns:	KAMA Indicator
Return type:	np.array

ROC¶

fast_ta.momentum.ROC(close : np.array, n : int = 12) → np.array¶

Compute the ROC Indicator.

Parameters:	close (np.array) – Close Time Series n (int) – Period
Returns:	ROC Indicator
Return type:	np.array

RSI¶

fast_ta.momentum.RSI(close : np.array, n : int = 14, threads : int = 1) → np.array¶

Compute the Relative Strength Indicator.

Parameters:	close (np.array) – Close Time Series n (int) – Period threads (int) – Number of Threads to Use During Computation (Experimental)
Returns:	Relative Strength Indicator
Return type:	np.array

Stochastic Oscillator¶

fast_ta.momentum.StochasticOscillator(high : np.array, low : np.array, close : np.array, n : int = 14, d_n : int = 3) → np.array¶

Compute the Stochastic Oscillator Indicator.

Parameters:	high (np.array) – High Time Series low (np.array) – Low Time Series close (np.array) – Close Time Series n (int) – Period d_n (int) – SMA Period
Returns:	Stochastic Oscillator Indicator And Signal Line
Return type:	(np.array, np.array)

TSI¶

fast_ta.momentum.TSI(close : np.array, r : int = 25, s : int = 13) → np.array¶

Compute the True Strength Indicator.

Parameters:	close (np.array) – Close Time Series r (int) – First EMA Period s (int) – Second EMA Period
Returns:	True Strength Indicator
Return type:	np.array

Ultimate Oscillator¶

fast_ta.momentum.UltimateOscillator(high : np.array, low : np.array, close : np.array, s : int = 7, m : int = 14, l : int = 28, ws : float = 4, wm : float = 2, wl : float = 1) → np.array¶

Compute the Ultimate Oscillator Indicator.

Parameters:	high (np.array) – High Time Series low (np.array) – Low Time Series close (np.array) – Close Time Series s (int) – Short Period m (int) – Medium Period l (int) – Long Period ws (float) – Short Period Weight wm (float) – Medium Period Weight wl (float) – Long Period Weight
Returns:	Ultimate Oscillator Indicator
Return type:	np.array

Williams %R¶

fast_ta.momentum.WilliamsR(high : np.array, low : np.array, close : np.array, n : int = 14) → np.array¶

Compute the Williams %R Indicator.

Parameters:	high (np.array) – High Time Series low (np.array) – Low Time Series close (np.array) – Close Time Series n (int) – Period
Returns:	Williams %R Indicator
Return type:	np.array