calculate_sma

.calculate_sma(
   df, window = 3, inplace = True
)

---

Simple Moving Average (SMA)

---

calculate_ema

.calculate_ema(
   df, window = 3, inplace = True
)

---

Exponential Moving Average (EMA)

---

calculate_bollinger_bands

.calculate_bollinger_bands(
   df, window = 3, num_std = 2, inplace = True
)

---

Bollinger Bands

---

calculate_rsi

.calculate_rsi(
   df, window = 3, inplace = True
)

---

Relative Strength Index (RSI)

---

calculate_macd

.calculate_macd(
   df, short_window = 12, long_window = 26, signal_window = 9, inplace = True
)

---

Moving Average Convergence Divergence (MACD)

---

calculate_stochastic_oscillator

.calculate_stochastic_oscillator(
   df, k_window = 5, d_window = 3, inplace = True
)

---

Stochastic Oscillator

---

calculate_atr

.calculate_atr(
   df, window = 14, inplace = True
)

---

Average True Range (ATR)

---

calculate_williams_r

.calculate_williams_r(
   df, window = 14, inplace = True
)

---

Williams %R

---

calculate_cmf

.calculate_cmf(
   df, window = 20, inplace = True
)

---

Chaikin Money Flow (CMF)

---

calculate_obv

.calculate_obv(
   df, inplace = True
)

---

On-Balance Volume (OBV)

---

calculate_adl

.calculate_adl(
   df, inplace = True
)

---

Accumulation/Distribution Line (ADL)

---

calculate_cci

.calculate_cci(
   df, window = 20, inplace = True
)

---

Commodity Channel Index (CCI)

---

calculate_parabolic_sar

.calculate_parabolic_sar(
   df, af_start = 0.02, af_step = 0.02, af_max = 0.2, inplace = True
)

---

Parabolic SAR

---

calculate_fibonacci_retracement

.calculate_fibonacci_retracement(
   df, start_price = None, end_price = None, inplace = True
)

---

Fibonacci Retracement

---

calculate_ichimoku_cloud

.calculate_ichimoku_cloud(
   df, conversion_window = 9, base_window = 26, leading_span_b_window = 52,
   lagging_span_window = 26, inplace = True
)

---

Ichimoku Cloud

---

calculate_aroon

.calculate_aroon(
   df, window = 5, inplace = True
)

---

Aroon Indicator

---

calculate_vwap

.calculate_vwap(
   df, inplace = True
)

---

Volume Weighted Average Price (VWAP)

---

calculate_mfi

.calculate_mfi(
   df, window = 14, inplace = True
)

---

Money Flow Index (MFI)

---

calculate_roc

.calculate_roc(
   df, window = 3, inplace = True
)

---

Rate of Change (ROC)

---

moving_average_ribbon

.moving_average_ribbon(
   df, window = 10, inplace = True
)

---

Moving Average Ribbon

---

calculate_trix

.calculate_trix(
   df, window = 3, inplace = True
)

---

Trix Indicator

---

calculate_standard_deviation

.calculate_standard_deviation(
   df, window = 3, inplace = True
)

---

Standard Deviation

---

calculate_momentum

.calculate_momentum(
   df, window = 3, inplace = True
)

---

Momentum Indicator

---

calculate_dpo

.calculate_dpo(
   df, window = 10, inplace = True
)

---

Detrended Price Oscillator (DPO)

---

calculate_eom

.calculate_eom(
   df, window = 14, inplace = True
)

---

Ease of Movement (EOM)

---

calculate_keltner_channels

.calculate_keltner_channels(
   df, ema_window = 20, atr_window = 10, atr_multiplier = 2.0, inplace = True
)

---

Keltner Channels

---

ultimate_oscillator

.ultimate_oscillator(
   df, short_window = 7, medium_window = 14, long_window = 28, inplace = True
)

---

Ultimate Oscillator

---

calculate_chaikin_oscillator

.calculate_chaikin_oscillator(
   df, short_span = 3, long_span = 10, inplace = True
)

---

Chaikin Oscillator

---

calculate_adx

.calculate_adx(
   df, window = 14, inplace = True
)

---

Average Directional Index (ADX)

---

calculate_tma

.calculate_tma(
   df, window = 3, inplace = True
)

---

Triangular Moving Average (TMA)