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indicators.md

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Indicators in QuanTAlib

Category Status Completion
Basic Transforms 6 of 6 100%
Averages & Trends 33 of 33 100%
Momentum 16 of 16 100%
Oscillators 24 of 29 83%
Volatility 29 of 35 83%
Volume 19 of 19 100%
Numerical Analysis 15 of 19 79%
Errors 16 of 16 100%
Patterns 0 of 8 0%
Total 158 of 181 87%
Technical Indicator Name Class Name
BASIC TRANSFORMS
OC2 - Midpoint price .OC2
HL2 - Median Price .HL2
HLC3 - Typical Price .HLC3
OHL3 - Mean Price .OHL3
OHLC4 - Average Price .OHLC4
HLCC4 - Weighted Price .HLCC4
AVERAGES & TRENDS
AFIRMA - Adaptive FIR Moving Average Afirma
ALMA - Arnaud Legoux Moving Average Alma
DEMA - Double Exponential Moving Average Dema
DSMA - Dynamic Simple Moving Average Dsma
DWMA - Dynamic Weighted Moving Average Dwma
EMA - Exponential Moving Average Ema
EPMA - Endpoint Moving Average Epma
FRAMA - Fractal Adaptive Moving Average Frama
FWMA - Forward Weighted Moving Average Fwma
GMA - Gaussian Moving Average Gma
HMA - Hull Moving Average Hma
HTIT - Hilbert Transform Instantaneous Trendline Htit
HWMA - Hann Weighted Moving Average Hwma
JMA - Jurik Moving Average Jma
KAMA - Kaufman Adaptive Moving Average Kama
LTMA - Linear Time Moving Average Ltma
MAAF - Moving Average Adaptive Filter Maaf
MAMA* - MESA Adaptive Moving Average (MAMA, FAMA) Mama
MGDI - McGinley Dynamic Indicator Mgdi
MMA - Modified Moving Average Mma
PWMA - Parabolic Weighted Moving Average Pwma
QEMA - Quick Exponential Moving Average Qema
REMA - Regularized Exponential Moving Average Rema
RMA - Running Moving Average Rma
SINEMA - Sine-weighted Moving Average Sinema
SMA - Simple Moving Average Sma
SMMA - Smoothed Moving Average Smma
T3 - Triple Exponential Moving Average (T3) T3
TEMA - Triple Exponential Moving Average Tema
TRIMA - Triangular Moving Average Trima
VIDYA - Variable Index Dynamic Average Vidya
WMA - Weighted Moving Average Wma
ZLEMA - Zero-Lag Exponential Moving Average Zlema
MOMENTUM INDICATORS
ADX - Average Directional Movement Index Adx
ADXR - Average Directional Movement Index Rating Adxr
APO - Absolute Price Oscillator Apo
DMI* - Directional Movement Index (DI+, DI-) Dmi
DMX - Jurik Directional Movement Index Dmx
DPO - Detrended Price Oscillator Dpo
MACD* - Moving Average Convergence/Divergence Macd
MOM - Momentum Mom
PMO - Price Momentum Oscillator Pmo
PO - Price Oscillator Po
PPO - Percentage Price Oscillator Ppo
PRS - Price Relative Strength Prs
ROC - Rate of Change Roc
TRIX - 1-day ROC of TEMA Trix
VEL - Jurik Signal Velocity Vel
VORTEX* - Vortex Indicator (VI+, VI-) Vortex
OSCILLATORS
AC - Acceleration Oscillator Ac
AO - Awesome Oscillator Ao
AROON* - Aroon oscillator (Up, Down) Aroon
BOP - Balance of Power Bop
CCI - Commodity Channel Index Cci
CFO - Chande Forcast Oscillator Cfo
CMO - Chande Momentum Oscillator Cmo
CHOP - Choppiness Index Chop
COG - Ehler's Center of Gravity Cog
COPPOCK - Coppock Curve Coppock
CRSI - Connor RSI Crsi
🚧 CTI - Ehler's Correlation Trend Indicator Cti
DOSC - Derivative Oscillator Dosc
EFI - Elder Ray's Force Index Efi
🚧 FISHER - Fisher Transform Fisher
🚧 FOSC - Forecast Oscillator Fosc
🚧 GATOR* - Williams Alliator Oscillator (Upper Jaw, Lower Jaw, Teeth) Gator
🚧 KDJ* - KDJ Indicator (K, D, J lines) Kdj
🚧 KRI - Kairi Relative Index Kri
RSI - Relative Strength Index Rsi
RSX - Jurik Trend Strength Index Rsx
🚧 RVGI* - Relative Vigor Index (RVGI, Signal) Rvgi
SMI - Stochastic Momentum Index Smi
SRSI* - Stochastic RSI (SRSI, Signal) Srsi
STC - Schaff Trend Cycle Stc
STOCH* - Stochastic Oscillator (%K, %D) Stoch
TSI - True Strength Index Tsi
UO - Ultimate Oscillator Uo
WILLR - Larry Williams' %R Willr
PATTERNS
🚧 DOJI - Doji Candlestick Pattern Doji
🚧 ER* - Elder Ray Pattern (Bull Power, Bear Power) Er
🚧 MARU - Marubozu Candlestick Pattern Maru
🚧 PIV* - Pivot Points (Support 1-3, Pivot, Resistance 1-3) Piv
🚧 PP* - Price Pivots (Support 1-3, Pivot, Resistance 1-3) Pp
🚧 RPP* - Rolling Pivot Points (Support 1-3, Pivot, Resistance 1-3) Rpp
🚧 WF - Williams Fractal Wf
🚧 ZZ - Zig Zag Pattern Zz
VOLATILITY INDICATORS
ADR - Average Daily Range Adr
AP - Andrew's Pitchfork Ap
ATR - Average True Range Atr
ATRP - Average True Range Percent Atrp
ATRS - ATR Trailing Stop Atrs
BB* - Bollinger Bands® (Upper, Middle, Lower) Bb
CCV - Close-to-Close Volatility Ccv
CE - Chandelier Exit Ce
CV - Conditional Volatility (ARCH/GARCH) Cv
CVI - Chaikin's Volatility Cvi
🚧 DC* - Donchian Channels (Upper, Middle, Lower) Dc
EWMA - Exponential Weighted Moving Average Volatility Ewma
FCB - Fractal Chaos Bands Fcb
GKV - Garman-Klass Volatility Gkv
HLV - High-Low Volatility Hlv
HV - Historical Volatility Hv
🚧 ICH* - Ichimoku Cloud (Conversion, Base, Span A, Span B, Lagging Span) Ich
JVOLTY - Jurik Volatility Jvolty
🚧 KC* - Keltner Channels (Upper, Middle, Lower) Kc
🚧 NATR - Normalized Average True Range Natr
🚧 PCH - Price Channel Indicator Pch
🚧 PSAR* - Parabolic Stop and Reverse (Value, Trend) Psar
🚧 PV - Parkinson Volatility Pv
🚧 RSV - Rogers-Satchell Volatility Rsv
RV - Realized Volatility Rv
RVI - Relative Volatility Index Rvi
🚧 STARC* - Starc Bands (Upper, Middle, Lower) Starc
🚧 SV - Stochastic Volatility Sv
TR - True Range Tr
UI - Ulcer Index Ui
VC* - Volatility Cone (Mean, Upper Bound, Lower Bound) Vc
VOV - Volatility of Volatility Vov
VR - Volatility Ratio Vr
VS* - Volatility Stop (Long Stop, Short Stop) Vs
🚧 YZV - Yang-Zhang Volatility Yzv
VOLUME INDICATORS
ADL - Chaikin Accumulation Distribution Line Adl
ADOSC - Chaikin Accumulation Distribution Oscillator Adosc
AOBV - Archer On-Balance Volume Aobv
CMF - Chaikin Money Flow Cmf
EOM - Ease of Movement Eom
KVO - Klinger Volume Oscillator Kvo
MFI - Money Flow Index Mfi
NVI - Negative Volume Index Nvi
OBV - On-Balance Volume Obv
PVI - Positive Volume Index Pvi
PVOL - Price-Volume Pvol
PVO - Percentage Volume Oscillator Pvo
PVR - Price Volume Rank Pvr
PVT - Price Volume Trend Pvt
TVI - Trade Volume Index Tvi
VF - Volume Force Vf
VP - Volume Profile Vp
VWAP - Volume Weighted Average Price Vwap
VWMA - Volume Weighted Moving Average Vwma
NUMERICAL ANALYSIS
BETA* - Beta coefficient (Beta, R-squared) Beta
CORR* - Correlation Coefficient (Correlation, P-value) Corr
CURVATURE - Rate of Change in Direction or Slope Curvature
ENTROPY - Measure of Uncertainty or Disorder Entropy
HUBER - Huber Loss Huber
HURST - Hurst Exponent Hurst
KURTOSIS - Measure of Tails/Peakedness Kurtosis
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, Adjusted R-squared) Rsquared
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 (U1, U2) Theil
🚧 TSF* - Time Series Forecast (Forecast, Confidence Interval) Tsf
VARIANCE - Average of Squared Deviations Variance
ZSCORE - Standardized Score Zscore
ERRORS
HUBER - Huber Loss Huber
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
RMSLE - Root Mean Squared Logarithmic Error Rmsle
RSE - Relative Squared Error Rse
RSQUARED - R-Squared (Coefficient of Determination) Rsquared
SMAPE - Symmetric Mean Absolute Percentage Error Smape