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QuanTAlib/docs/indicators/indicators.md
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2024-10-26 23:54:55 -07:00

7.7 KiB

Indicators in QuanTAlib

= Validation against several TA libraries
✔️= Validation tests passed
= Issue

MOMENTUM INDICATORS Class Name Skender.Stock TALib.NETCore
DMI - Directional Movement Index ? GetDmi
DMX - Jurik Directional Movement Index ?
MOM - Momentum ?
VEL - Jurik Signal Velocity ?
ADX - Average Directional Movement Index ? GetAdx Adx
ADXR - Average Directional Movement Index ? Rating Adxr
APO - Absolute Price Oscillator ? Apo
DPO - Detrended Price Oscillator ? GetDpo
MACD - Moving Average Convergence/Divergence ?
PO - Price Oscillator ?
PPO - Percentage Price Oscillator ?
PMO - Price Momentum Oscillator ? GetPmo
PRS - Price Relative Strength ? GetPrs
ROC - Rate of Change ? GetRoc
TRIX - 1-day ROC of TEMA ? GetTrix
VORTEX - Vortex Indicator ?

VOLATILITY INDICATORS Class Name Skender.Stock TALib.NETCore
ADR - Average Daily Range ?
ANDREW - Andrew's Pitchfork ?
ATR - Average True Range Atr GetAtr Atr
ATRP - Average True Range Percent ?
ATRSTOP - ATR Trailing Stop ? GetAtrStop
BBANDS - Bollinger Bands® ? BollingerBands
CHAND - Chandelier Exit ? GetChandelier
CVI - Chaikins Volatility ?
DON - Donchian Channels ? GetDonchian
FCB - Fractal Chaos Bands ? GetFcb
HV - Historical Volatility Hv
ICH - Ichimoku Cloud ? GetIchimoku
KEL - Keltner Channels ? GetKeltner
NATR - Normalized Average True Range ? GetAtr
CHN - Price Channel Indicator ?
SAR - Parabolic Stop and Reverse ? GetParabolicSar
STARC - Starc Bands ? GetStarcBands
TR - True Range ?
UI - Ulcer Index ? GetUlcerIndex
VSTOP - Volatility Stop ? GetVolatilityStop

OSCILLATORS Class Name Skender.Stock TALib.NETCore
RSI - Relative Strength Index Rsi GetRsi
RSX - Jurik Trend Strength Index Rsx
AC - Acceleration Oscillator ?
AO - Awesome Oscillator ? GetAwesome
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 Cmo GetCmo Cmo
CHOP - Choppiness Index ? GetChop
COG - Ehler's Center of Gravity ?
COPPOCK - Coppock Curve ?
CRSI - Connor RSI ? GetConnorsRsi
CTI - Ehler's Correlation Trend Indicator ?
DOSC - Derivative Oscillator ?
EFI - Elder Ray's Force Index ? GetElderRay
FISHER - Fisher Transform ?
FOSC - Forecast Oscillator ?
GATOR - Williams Alliator Oscillator ? GetGator
KDJ - KDJ Indicator (trend reversal) ?
KRI - Kairi Relative Index ?
RVGI - Relative Vigor Index ?
SMI - Stochastic Momentum Index ? GetSmi
SRSI - Stochastic RSI ? GetStochRsi
STC - Schaff Trend Cycle ? GetStc
STOCH - Stochastic Oscillator ? GetStoch
TSI - True Strength Index ? GetTsi
UO - Ultimate Oscillator ? GetUltimate
WILLR - Larry Williams' %R ? GetWilliamsR

VOLUME INDICATORS Class Name Skender.Stock TALib.NETCore
ADL - Chaikin Accumulation Distribution Line ? GetAdl Ad
ADOSC - Chaikin Accumulation Distribution Oscillator ? GetChaikinOsc AdOsc
AOBV - Archer On-Balance Volume ?
CMF - Chaikin Money Flow ? GetCmf
EOM - Ease of Movement ?
KVO - Klinger Volume Oscillator ? GetKvo
MFI - Money Flow Index ? GetMfi
NVI - Negative Volume Index ?
OBV - On-Balance Volume ? GetObv
PVI - Positive Volume Index ?
PVOL - Price-Volume ?
PVO - Percentage Volume Oscillator ? GetPvo
PVR - Price Volume Rank ?
PVT - Price Volume Trend ?
TVI - Trade Volume Index ?
VP - Volume Profile ?
VWAP - Volume Weighted Average Price ? GetVwap
VWMA - Volume Weighted Moving Average ? GetVwma

NUMERICAL ANALYSIS Class Name Skender.Stock TALib.NETCore
BETA - Beta coefficient ?
CORR - Correlation Coefficient ?
CURVATURE - Rate of Change in Direction or Slope Curvature
ENTROPY - Measure of Uncertainty or Disorder Entropy
KURTOSIS - Measure of Tails/Peakedness Kurtosis
HUBER - Huber Loss Huber
HURST - Hurst Exponent ? GetHurst
MAX - Maximum with exponential decay Max
MEDIAN - Middle value Median
MIN - Minimum with exponential decay Min
MODE - Most Frequent Value Mode
PERCENTILE - Rank Order Percentile
RSQUARED - Coefficient of Determination R-Squared ?
SKEW - Skewness, asymmetry of distribution Skew
SLOPE - Rate of Change, Linear Regression Slope
STDDEV - Standard Deviation, Measure of Spread Stddev
THEIL - Theil's U Statistics ?
TSF - Time Series Forecast ? ✔️ ✔️
VARIANCE - Average of Squared Deviations Variance
ZSCORE - Standardized Score Zscore

ERRORS Class Name Skender.Stock TALib.NETCore
MAE - Mean Absolute Error Mae
MAPD - Mean Absolute Percentage Deviation Mapd
MAPE - Mean Absolute Percentage Error Mape
MASE - Mean Absolute Scaled Error Mase
MDA - Mean Directional Accuracy Mda
ME - Mean Error Me
MPE - Mean Percentage Error Mpe
MSE - Mean Squared Error Mse
MSLE - Mean Squared Logarithmic Error Msle
RAE - Relative Absolute Error Rae
RMSE - Root Mean Squared Error Rmse
RSE - Relative Squared Error Rse
RMSLE - Root Mean Squared Logarithmic Error Rmsle
SMAPE - Symmetric Mean Absolute Percentage Error Smape

AVERAGES & TRENDS Class Name Skender.Stock TALib.NETCore
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
JORDAN - Jordan Moving Average ?
KAMA - Kaufman's Adaptive Moving Average Kama ✔️ ✔️
LTMA - Laguerre Transform Moving Average Ltma
MAAF - Median-Average Adaptive Filter Maaf
MAMA - MESA Adaptive Moving Average Mama ✔️ ✔️
MGDI - McGinley Dynamic Indicator Mgdi ✔️
MLMA - Minimal Lag Moving Average ?
MMA - Modified Moving Average Mma
PPMA - Pivot Point Moving Average ?
PWMA - Pascal's Weighted Moving Average Pwma
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 ? ✔️
T3 - Tillson T3 Moving Average T3 ✔️ ✔️
TEMA - Triple EMA Average Tema ✔️ ✔️
TRIMA - Triangular Moving Average Trima ✔️
VIDYA - Variable Index Dynamic Average Vidya
WMA - Weighted Moving Average Wma ✔️
ZLEMA - Zero Lag EMA Average Zlema

BASIC TRANSFORMS Class Name Skender.Stock TALib.NETCore
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