TA-Box
This is a Python implementation for TA-LIB based on Cython.
TA-Lib is widely used by trading software developers requiring to perform technical analysis of financial market data.
- Includes 150+ indicators such as ADX, MACD, RSI, Stochastic, Bollinger Bands, etc.
- Candlestick pattern recognition
- Open-source API for C/C++, Java, Perl, Python and 100% Managed .NET
Installation
You can install from PyPI:
$ python3 -m pip install TA-Lib-py
Or checkout the sources and run setup.py yourself:
$ python setup.py install
Function List
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Cycle Indicators
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HT_DCPERIOD
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HT_DCPHASE
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HT_PHASOR
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HT_SINE
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HT_TRENDMODE
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Math Operators
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ADD✓
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DIV✓
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MAX✓
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MAXINDEX
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MIN✓
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MININDEX
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MINMAX
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MINMAXINDEX
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MULT✓
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SUB✓
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SUM
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Math Transform
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ACOS✓
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ASIN✓
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ATAN✓
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CEIL
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COS
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COSH
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EXP
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FLOOR
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LN
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LOG10
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SIN✓
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SINH
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SQRT✓
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TAN✓
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TANH
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Momentum Indicators
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ADX
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ADXR
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APO
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AROON
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AROONOSC
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BOP
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CCI
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CMO
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DX
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MACD
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MACDEXT
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MACDFIX
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MFI
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MINUS_DI
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MINUS_DM
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MOM
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PLUS_DI
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PLUS_DM
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PPO
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ROC
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ROCP
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ROCR
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ROCR100
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RSI
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STOCH
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STOCHF
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STOCHRSI
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TRIX
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ULTOSC
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WILLR
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-
Overlap Studies
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BBANDS
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DEMA
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EMA
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HT_TRENDLINE
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KAMA
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MA
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MAMA
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MAVP
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MIDPOINT
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MIDPRICE
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SAR
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SAREXT
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SMA✓
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T3
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TEMA
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TRIMA
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WMA
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-
Pattern Recognition
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CDL2CROWS
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CDL3BLACKCROWS
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CDL3INSIDE
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CDL3LINESTRIKE
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CDL3OUTSIDE
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CDL3STARSINSOUTH
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CDL3WHITESOLDIERS
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CDLABANDONEDBABY
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CDLADVANCEBLOCK
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CDLBELTHOLD
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CDLBREAKAWAY
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CDLCLOSINGMARUBOZU
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CDLCONCEALBABYSWALL
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CDLCOUNTERATTACK
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CDLDARKCLOUDCOVER
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CDLDOJI
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CDLDOJISTAR
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CDLDRAGONFLYDOJI
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CDLENGULFING
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CDLEVENINGDOJISTAR
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CDLEVENINGSTAR
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CDLGAPSIDESIDEWHITE
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CDLGRAVESTONEDOJI
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CDLHAMMER
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CDLHANGINGMAN
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CDLHARAMI
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CDLHARAMICROSS
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CDLHIGHWAVE
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CDLHIKKAKE
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CDLHIKKAKEMOD
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CDLHOMINGPIGEON
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CDLIDENTICAL3CROWS
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CDLINNECK
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CDLINVERTEDHAMMER
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CDLKICKING
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CDLKICKINGBYLENGTH
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CDLLADDERBOTTOM
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CDLLONGLEGGEDDOJI
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CDLLONGLINE
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CDLMARUBOZU
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CDLMATCHINGLOW
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CDLMATHOLD
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CDLMORNINGDOJISTAR
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CDLMORNINGSTAR
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CDLONNECK
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CDLPIERCING
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CDLRICKSHAWMAN
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CDLRISEFALL3METHODS
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CDLSEPARATINGLINES
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CDLSHOOTINGSTAR
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CDLSHORTLINE
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CDLSPINNINGTOP
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CDLSTALLEDPATTERN
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CDLSTICKSANDWICH
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CDLTAKURI
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CDLTASUKIGAP
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CDLTHRUSTING
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CDLTRISTAR
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CDLUNIQUE3RIVER
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CDLUPSIDEGAP2CROWS
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CDLXSIDEGAP3METHODS
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Price Transform
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AVGPRICE
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MEDPRICE
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TYPPRICE
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WCLPRICE
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Statistic Functions
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BETA
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CORREL
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LINEARREG
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LINEARREG_ANGLE
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LINEARREG_INTERCEPT
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LINEARREG_SLOPE
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STDDEV
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TSF
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VAR
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Volatility Indicators
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ATR
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NATR
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TRANGE✓
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-
Volume Indicators
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AD
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ADOSC
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OBV
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