| **Indicator Name** | **Libraries** | | ---------------------------------------------------------------------------- | --------------------------------------------- | | **Aroon** – measures trend strength (Aroon Up/Down) | TA-Lib, Tulip, Skender, PineScript, Pandas-TA | | **Average True Range (ATR)** – volatility measure | TA-Lib, Tulip, Skender, PineScript, Pandas-TA | | **Balance of Power (BOP)** – momentum indicator | TA-Lib, Tulip, Skender, PineScript, Pandas-TA | | **Bollinger Bands** – volatility bands around moving average | TA-Lib, Tulip, Skender, PineScript, Pandas-TA | | **Chaikin Oscillator** (Accumulation/Distribution Osc) – volume momentum | TA-Lib, Tulip, Skender, PineScript, Pandas-TA | | **Chande Momentum Oscillator (CMO)** – momentum indicator | TA-Lib, Tulip, Skender, PineScript, Pandas-TA | | **Commodity Channel Index (CCI)** – deviation from mean price | TA-Lib, Tulip, Skender, PineScript, Pandas-TA | | **Double Exponential Moving Average (DEMA)** – a smoother EMA | TA-Lib, Tulip, Skender, PineScript, Pandas-TA | | **Exponential Moving Average (EMA)** – weighted moving average | TA-Lib, Tulip, Skender, PineScript, Pandas-TA | | **Linear Regression** (Line of Best Fit) – trend line value | TA-Lib, Tulip, Skender, PineScript, Pandas-TA | | **Momentum** (Rate of Change) – price change over period | TA-Lib, Tulip, Skender, PineScript, Pandas-TA | | **Money Flow Index (MFI)** – volume-weighted RSI | TA-Lib, Tulip, Skender, PineScript, Pandas-TA | | **Moving Average Convergence Divergence (MACD)** – trend/momentum oscillator | TA-Lib, Tulip, Skender, PineScript, Pandas-TA | | **Normalized ATR (NATR)** – ATR normalized to price | TA-Lib, Tulip, Skender, PineScript, Pandas-TA | | **Parabolic SAR** – stop-and-reverse trend indicator | TA-Lib, Tulip, Skender, PineScript, Pandas-TA | | **Relative Strength Index (RSI)** – momentum oscillator | TA-Lib, Tulip, Skender, PineScript, Pandas-TA | | **Simple Moving Average (SMA)** – arithmetic moving average | TA-Lib, Tulip, Skender, PineScript, Pandas-TA | | **Stochastic Oscillator** (Stoch) – %K and %D oscillators | TA-Lib, Tulip, Skender, PineScript, Pandas-TA | | **Stochastic RSI** – RSI applied to stochastic formula | TA-Lib, Tulip, Skender, PineScript, Pandas-TA | | **Triple Exponential Moving Average (T3)** – Tillson’s T3 MA | TA-Lib, Tulip, Skender, PineScript, Pandas-TA | | **TRIX** (Triple EMA Oscillator) – triple EMA rate-of-change | TA-Lib, Tulip, Skender, PineScript, Pandas-TA | | **True Range (TR)** – high/low range measure | TA-Lib, Tulip, Skender, PineScript, Pandas-TA | | **Ultimate Oscillator** – multi-period oscillator | TA-Lib, Tulip, Skender, PineScript, Pandas-TA | | **Weighted Moving Average (WMA)** – volume/point-weighted MA | TA-Lib, Tulip, Skender, PineScript, Pandas-TA | | **Williams %R** – Larry Williams overbought/oversold oscillator | TA-Lib, Tulip, Skender, PineScript, Pandas-TA | | **Indicator Name** | **Libraries** | | --------------------------------------------------------------------- | ------------------------------------------------------- | | **Arnaud Legoux Moving Average (ALMA)** – smoothing MA | Skender, PineScript, Pandas-TA (not in TA-Lib or Tulip) | | **Average Directional Index (ADX)** – smoothed DMI oscillator | TA-Lib, Skender, PineScript (not in Tulip or Pandas-TA) | | **Average Directional Movement Index Rating (ADXR)** – lagged ADX | TA-Lib, Tulip, PineScript (not in Skender or Pandas-TA) | | **Beta Coefficient** – Beta (relative volatility vs market) | TA-Lib, Skender, PineScript (not in Tulip or Pandas-TA) | | **Chaikin Money Flow (CMF)** – volume flow oscillator | Skender, PineScript, Pandas-TA (not in TA-Lib or Tulip) | | **Choppiness Index** – market choppiness (trend/no-trend) | Skender, PineScript, Pandas-TA (not in TA-Lib or Tulip) | | **Ease of Movement (EMV)** – price/volume change oscillator | Tulip, PineScript, Pandas-TA (not in TA-Lib or Skender) | | **Hull Moving Average (HMA)** – fast smoothing MA | Tulip, PineScript, Pandas-TA (not in TA-Lib or Skender) | | **Kaufman’s Adaptive Moving Average (KAMA)** – volatility-adaptive MA | TA-Lib, PineScript, Pandas-TA (not in Tulip or Skender) | | **Klinger Volume Oscillator (KVO)** – volume force oscillator | Tulip, Skender, PineScript (not in TA-Lib or Pandas-TA) | | **Mass Index** – price range compression index | Tulip, PineScript, Pandas-TA (not in TA-Lib or Skender) | | **Negative Volume Index (NVI)** – volume-based index | Tulip, PineScript, Pandas-TA (not in TA-Lib or Skender) | | **On-Balance Volume (OBV)** – cumulative volume | TA-Lib, Skender, Pandas-TA (not in Tulip or PineScript) | | **Positive Volume Index (PVI)** – volume-based index | Tulip, PineScript, Pandas-TA (not in TA-Lib or Skender) | | **Qstick** – price change oscillator (candlestick average) | Tulip, PineScript, Skender (not in TA-Lib or Pandas-TA) | | **Schaff Trend Cycle** – cycle oscillator by Schaff | Skender, PineScript, Pandas-TA (not in TA-Lib or Tulip) | | **Smoothed Moving Average (SMMA)** – Wilder’s smoothing (RMA) | Skender, PineScript, Pandas-TA (not in TA-Lib or Tulip) | | **SuperTrend** – ATR-based trend indicator | Skender, PineScript, Pandas-TA (not in TA-Lib or Tulip) | | **Volatility (Historical Volatility)** – statistical volatility | Tulip, PineScript, Pandas-TA (not in TA-Lib or Skender) | | **Volume Oscillator (PVO/VOSC)** – difference in EMAs of volume | Tulip, PineScript, Pandas-TA (not in TA-Lib or Skender) | | **Williams Alligator** – Bill Williams’ Alligator (3 MAs) | Skender, PineScript, Tulip (not in TA-Lib or Pandas-TA) | | **Williams Fractal** – Bill Williams’ fractal pattern | Skender, PineScript, Pandas-TA (not in TA-Lib or Tulip) | | **Indicator Name** | **Libraries** | | ------------------------------------------------------------------------------------------------------- | --------------------- | | **ATR Trailing Stop** – ATR-based stop indicator | Skender, PineScript | | **Aberration** – trend-following band indicator | PineScript, Pandas-TA | | **Acceleration Bands** – Bollinger-type bands by Price Headley | PineScript, Pandas-TA | | **Archer Moving Averages Trends (AMAT)** – Archer’s composite trend MA | PineScript, Pandas-TA | | **Archer On-Balance Volume (AOBV)** – Archer’s OBV variation | PineScript, Pandas-TA | | **BRAR** – Bull Ratio & Bear Ratio indicator | PineScript, Pandas-TA | | **Bias (BIAS)** – price bias from MA (percentage) | PineScript, Pandas-TA | | **Bull and Bear Power** – Elder’s bull power and bear power | Skender, PineScript | | **Center of Gravity** – Ehlers’ center-of-gravity oscillator | PineScript, Pandas-TA | | **Chande Forecast Oscillator (CFO)** – deviation from linear regression forecast | PineScript, Pandas-TA | | **Chande Kroll Stop (CKSP)** – volatility stop by Chande & Kroll | Skender, Pandas-TA | | **Chandelier Exit** – ATR-based stop by Chuck LeBeau | Skender, PineScript | | **ConnorsRSI** – Connors’ 3-component RSI | Skender, PineScript | | **Dominant Cycle Periods** – dominant cycle period (Ehlers) | Skender, Pandas-TA | | **Elder-ray Index (ERI)** – measures bull and bear pressure | Skender, Pandas-TA | | **Endpoint Moving Average (EPMA)** – end-point linear regression MA | Skender, PineScript | | **Entropy** – Shannon entropy of returns | PineScript, Pandas-TA | | **Even Better Sinewave (EBSW)** – improved MESA cycle indicator | PineScript, Pandas-TA | | **Fractal Chaos Bands** – price bands using fractal geometry | Skender, PineScript | | **Gator Oscillator** – Bill Williams’ Gator (Alligator derivative) | Skender, PineScript | | **Gann High-Low Activator (HiLo)** – trend indicator by Gann | PineScript, Pandas-TA | | **Heikin-Ashi** (HA candles) – averaged candlestick values | Skender, Pandas-TA | | **Historical Volatility (HV)** – statistical volatility (std dev) | Skender, PineScript | | **Holt-Winter Moving Average (HWMA)** – Holt-Winters double EMA | PineScript, Pandas-TA | | **Inertia** – RSI-based trend inertia indicator | PineScript, Pandas-TA | | **Increasing/Decreasing** – price increase/decrease streak | PineScript, Pandas-TA | | **Ichimoku Cloud** (Ichimoku Kinkō Hyō) – five-line system | Skender, Pandas-TA | | **Least Squares Moving Average (LSMA)** – linear regression line as MA | Skender, PineScript | | **Long Run / Short Run** – long-term and short-term trend lines | PineScript, Pandas-TA | | **Market Facilitation Index (MFI)** – volume-price efficiency (Bill Williams) | Tulip, PineScript | | **McGinley Dynamic** – adaptive moving average by McGinley | Skender, Pandas-TA | | **Median Price** – (High+Low)/2 series | TA-Lib, Tulip | | **Modified Moving Average (MMA)** – arithmetic moving average variant | Skender, PineScript | | **Momentum Oscillator** (alternate term for Momentum) | *See Momentum above* | | **Pretty Good Oscillator (PGO)** – distance from EMA in std dev | PineScript, Pandas-TA | | **Price Channels** – highest high/lowest low channel | Skender, PineScript | | **Price Distance (PDIST)** – distance of price from MA | PineScript, Pandas-TA | | **Price Momentum Oscillator (PMO)** – Tushar Chande’s momentum osc | Skender, PineScript | | **Price Relative Strength (PRS)** – ratio of asset to benchmark | Skender, PineScript | | **Pivot Points** (Floor pivots) – support/resistance levels | Skender, PineScript | | **Rolling Pivot Points** – continuously updated pivots | Skender, PineScript | | **Rescaled Range (R/S) Analysis** – Hurst exponent calculation | Skender, PineScript | | **Relative Vigor Index (RVI)** – oscillator of confirmation | PineScript, Pandas-TA | | **Schaff Trend Cycle** – *(see above in 3-library list)* | | | **Sine Weighted MA (SINWMA)** – sine-weighted moving average | PineScript, Pandas-TA | | **Slope** (Linear Regression Slope) – slope of trendline | TA-Lib, Pandas-TA | | **Standard Error** (of price) – std error over period | Tulip, Pandas-TA | | **Super Smoother Filter (SSF)** – Ehlers’ low-pass filter | PineScript, Pandas-TA | | **Summation (SUM)** – cumulative sum over period | TA-Lib, Tulip | | **TTM Trend** – Trend indicator from TradeTheMarkets | PineScript, Pandas-TA | | **Typical Price** – (H+L+C)/3 series | TA-Lib, Tulip | | **Ulcer Index (UI)** – drawdown volatility measure | Skender, Pandas-TA | | **Vertical Horizontal Filter (VHF)** – trend noise filter | Tulip, PineScript | | **Volatility Stop** – ATR-based stop indicator | Skender, PineScript | | **Volume Weighted Average Price (VWAP)** – price weighted by volume | Skender, Pandas-TA | | **Volume Profile (VP)** – volume distribution by price (histogram) | PineScript, Pandas-TA | | **Williams %R (percent Range)** – *listed above in 5-library list* | | | **Zig Zag** – filtered price swings (visual aid) | Skender, PineScript | | **Indicator Name** | **Library** | | ----------------------------------------------------------------------------- | -------------- | | **Hilbert Transform Dominant Cycle Period** – Ehlers’ cycle period | TA-Lib (only) | | **Hilbert Transform Dominant Cycle Phase** – Ehlers’ cycle phase | TA-Lib (only) | | **Hilbert Transform Phasor Components** – In-phase/quadrature components | TA-Lib (only) | | **Hilbert Transform SineWave** – Ehlers’ sine/cosine of cycle | TA-Lib (only) | | **Hilbert Transform Instantaneous Trendline** – Ehlers’ IMAT | TA-Lib (only) | | **Hilbert Transform Trend vs Cycle Mode** – cycle/trend discrimination | TA-Lib (only) | | **Highest/Lowest values over period (MIN/MAX)** – period extrema | TA-Lib (only) | | **Index of Highest/Lowest value (MININDEX/MAXINDEX)** – extrema index | TA-Lib (only) | | **Lowest & Highest values (MINMAX)** – both extrema in one output | TA-Lib (only) | | **Pearson’s Correlation Coefficient (CORREL)** – correlation of two series | TA-Lib (only) | | **Linear Regression Intercept** – intercept of best-fit line | TA-Lib (only) | | **Linear Regression Angle** – angle of best-fit line | TA-Lib (only) | | **Time Series Forecast (TSF)** – forecast of next value via LR | TA-Lib (only) | | **Vector Trigonometric Functions** (SIN, COS, TAN, etc) – elementwise math | Tulip (only) | | **Vector Arithmetic Ops** (ADD, SUB, MUL, DIV, etc) – elementwise math | Tulip (only) | | **Vector Log, Exp, etc** – elementwise transforms (LN, EXP, etc) | Tulip (only) | | **Crossovers** (Crossany/Crossover) – series cross above/below logic | Tulip (only) | | **Mean Deviation (MD)** – mean absolute deviation | Tulip (only) | | **Standard Error (STDERR)** – std error of values | Tulip (only) | | **Decay** (Linear/Exponential) – value decay over time | Tulip (only) | | **Moving Average Envelopes** – percentage envelopes around MA | Skender (only) | | **Donchian Channels** – high/low channel over *n* periods | Skender (only) | | **Fractal Chaos Bands** – *(also listed in 2-library category: Pine)* | | | **Schaff Trend Cycle** – *(also listed in 3-library category)* | | | **ConnorsRSI** – *(if PineScript not included; otherwise 2 libraries)* | |