# Indicators in QuanTAlib

⭐= Validation against several TA libraries<br>
✔️= Validation tests passed<br>
❌= Issue

|**BASIC TRANSFORMS**|**QuanTALib**|Skender.Stock|TALib.NETCore|Tulip.NETCore|Trady|
|--|:--:|:--:|:--:|:--:|:--:|
|OC2 - Midpoint price|️`.OC2`|`CandlePart.OC2`|`MidPoint`||
|HL2 - Median Price|️`.HL2`|`CandlePart.HL2`|`MedPrice`||
|HLC3 - Typical Price|️`.HLC3`|`CandlePart.HLC3`|`TypPrice`||
|OHL3 - Mean Price|`️.OHL3`|`CandlePart.OHL3`|||
|OHLC4 - Average Price|`️.OHLC4`|`CandlePart.OHLC4`|`AvgPrice`||
|HLCC4 - Weighted Price|`️.HLCC4`||`WclPrice`||
|<br>||||
|**AVERAGES & TRENDS**|**QuanTALib**|Skender.Stock|TALib.NETCore|Tulip.NETCore|Trady|
|AFIRMA - Autoregressive Finite Impulse Response Moving Average|`Afirma`||||
|ALMA - Arnaud Legoux Moving Average|`Alma`|`✔️`|||
|⭐DEMA - Double EMA Average|`Dema`|`⭐`|`⭐`|`⭐`||
|DSMA - Deviation Scaled Moving Average|`Dsma`||||
|DWMA - Double WMA Average|`Dwma`||||
|⭐EMA - Exponential Moving Average|`Ema`|`⭐`|`⭐`|`⭐`|`⭐`|
|EPMA - Endpoint Moving Average|`Epma`|`✔️`|||
|FRAMA - Fractal Adaptive Moving Average|`Frama`||||
|FWMA - Fibonacci Weighted Moving Average|`Fwma`||||
|HILO - Gann High-Low Activator|||||
|HTIT - Hilbert Transform Instantaneous Trendline|`Htit`|`✔️`|`✔️`||
|GMA - Gaussian-Weighted Moving Average|`Gma`||||
|HMA - Hull  Moving Average|`Hma`|`✔️`||`✔️`|
|HWMA - Holt-Winter Moving Average|`Hwma`||||
|JMA - Jurik Moving Average|`Jma`||||
|KAMA - Kaufman's Adaptive Moving Average|`Kama`|`✔️`|`✔️`|`✔️`|
|KDJ - KDJ Indicator (trend reversal)|||||
|LTMA - Laguerre Transform Moving Average|`Ltma`||||
|MAAF - Median-Average Adaptive Filter|`Maaf`||||
|MACD - Movign Average Convergence/Divergence||`✔️`|`✔️`||
|MAMA - MESA Adaptive Moving Average|`Mama`|`✔️`|`✔️`||
|MGDI - McGinley Dynamic Indicator|`Mgdi`|`✔️`|||
|MMA - Modified Moving Average|`Mma`||||
|PPMA - Pivot Point Moving Average|||||
|PWMA - Pascal's Weighted Moving Average|||||
|QEMA - Quad Exponential Moving Average|`Qema`||||
|RMA - WildeR's Moving Average|`Rma`||||
|SINEMA - Sine Weighted Moving Average|`Sinema`||||
|⭐SMA - Simple Moving Average|`Sma`|`⭐`|`⭐`|`⭐`|`⭐`|
|SMMA - Smoothed Moving Average|`Smma`|`✔️`|||
|SSF - Ehler's Super Smoother Filter|||||
|SUPERTREND - Supertrend||`✔️`|||
|SWMA - Symmetric Weighted Moving Average|||||
|T3 - Tillson T3 Moving Average|`T3`|`✔️`|`✔️`||
|TEMA - Triple EMA Average|`Tema`|`✔️`|`✔️`|`✔️`|
|TRIMA - Triangular Moving Average|`Trima`|`✔️`||`✔️`|
|TSF - Time Series Forecast|||`✔️`|`✔️`|
|VIDYA - Variable Index Dynamic Average|`Vidya`|||`✔️`|
|VORTEX - Vortex Indicator||`✔️`|||
|WMA - Weighted Moving Average|`Wma`|`✔️`|`✔️`|`✔️`|
|ZLEMA - Zero Lag EMA Average|`Zlema`|||`✔️`|
|<br>||||
|**VOLATILITY INDICATORS**|**QuanTALib**|Skender.Stock|TALib.NETCore|Tulip.NETCore|Trady|
|ADL - Chaikin Accumulation Distribution Line||`GetAdl`|`Ad`||
|ADOSC - Chaikin Accumulation Distribution Oscillator||`GetChaikinOsc`|`AdOsc`||
|ATR - Average True Range||`GetAtr`|`Atr`||
|ATRP - Average True Range Percent|||||
|ATRSTOP - ATR Trailing Stop ||`GetAtrStop`|||
|BETA - Beta coefficient|||||
|BBANDS - Bollinger Bands®||`BollingerBands`|||
|CHAND - Chandelier Exit||`GetChandelier`|||
|CRSI - Connor RSI||`GetConnorsRsi`|||
|CVI - Chaikins Volatility|||||
|DON - Donchian Channels||`GetDonchian`|||
|FCB - Fractal Chaos Bands||`GetFcb`|||
|FISHER - Fisher Transform|||||
|HV - Historical Volatility|||||
|ICH - Ichimoku Cloud||`GetIchimoku`|||
|KEL - Keltner Channels||`GetKeltner`|||
|NATR - Normalized Average True Range||`GetAtr`|||
|CHN - Price Channel Indicator|||||
|RSI - Relative Strength Index||`GetRsi`|||
|SAR - Parabolic Stop and Reverse||`GetParabolicSar`|||
|SRSI - Stochastic RSI||`GetStochRsi`|||
|STARC - Starc Bands||`GetStarcBands`|||
|TR - True Range|||||
|UI - Ulcer Index||`GetUlcerIndex`|||
|VSTOP - Volatility Stop||`GetVolatilityStop`|||
|<br>||||
|**MOMENTUM INDICATORS & OSCILLATORS**|**QuanTALib**|Skender.Stock|TALib.NETCore|Tulip.NETCore|Trady|
|AC - Acceleration Oscillator|||||
|ADX - Average Directional Movement Index||`GetAdx`|`Adx`||
|ADXR - Average Directional Movement Index|| `Rating`|`Adxr`||
|AO - Awesome Oscillator||`GetAwesome`|||
|APO - Absolute Price Oscillator||`Apo`|||
|AROON - Aroon oscillator||`GetAroon`|`Aroon`||
|BOP - Balance of Power||`GetBop`|`Bop`||
|CCI - Commodity Channel Index||`GetCci`|`Cci`||
|CFO - Chande Forcast Oscillator|||||
|CMO - Chande Momentum Oscillator||`GetCmo`|`Cmo`||
|CHOP - Choppiness Index||`GetChop`|||
|COG - Center of Gravity|||||
|COPPOCK - Coppock Curve|||||
|CTI - Ehler's Correlation Trend Indicator|||||
|DPO - Detrended Price Oscillator||`GetDpo`|||
|DMI - Directional Movement Index||`GetDmi`|||
|EFI - Elder Ray's Force Index||`GetElderRay`|||
|FOSC - Forecast oscillator||||||
|GATOR - Gator oscillator||`GetGator`|||
|HURST - Hurst Exponent||`GetHurst`|||
|KRI - Kairi Relative Index|||||
|KVO - Klinger Volume Oscillator||`GetKvo`||||
|MFI - Money Flow Index||`GetMfi`|||
|MOM - Momentum|||||
|NVI - Negative Volume Index|||||
|PO - Price Oscillator|||||
|PPO - Percentage Price Oscillator|||||
|PMO - Price Momentum Oscillator||`GetPmo`|||
|PVI - Positive Volume Index|||||
|ROC - Rate of Change||GetRoc|||
|RVGI - Relative Vigor Index|||||
|SMI - Stochastic Momentum Index||`GetSmi`|||
|STC - Schaff Trend Cycle||`GetStc`|||
|STOCH - Stochastic Oscillator||`GetStoch`|||
|TRIX - 1-day ROC of TEMA||`GetTrix`||`trix.Run`|
|TSI - True Strength Index||`GetTsi`|||
|UO - Ultimate Oscillator||`GetUltimate`|||
|WILLR - Larry Williams' %R||GetWillia`msR`|||
|WGAT - Williams Alligator||`GetAlligator`|||
|<br>||||
|**VOLUME INDICATORS**|**QuanTALib**|Skender.Stock|TALib.NETCore|Tulip.NETCore|Trady|
|AOBV - Archer On-Balance Volume|||||
|CMF - Chaikin Money Flow||`GetCmf`|||
|EOM - Ease of Movement|||||
|KVO - Klinger Volume Oscilaltor|||||
|OBV - On-Balance Volume||`GetObv`|||
|PRS - Price Relative Strength||`GetPrs`|||
|PVOL - Price-Volume|||||
|PVO - Percentage Volume Oscillator||`GetPvo`|||
|PVR - Price Volume Rank|||||
|PVT - Price Volume Trend|||||
|VP - Volume Profile|||||
|VWAP - Volume Weighted Average Price||`GetVwap`|||
|VWMA - Volume Weighted Moving Average||`GetVwma`||||