Skip to main content

A Python implementation for TA-LIB

Project description

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

Because TA-Box is written in pure Python, you do not have to install the TA-Lib. TA-Box also supports Cython compilation. With the support of cython, the speed of TA-Box is comparable to TA-LIB.

Installation

You can install from PyPI:

$ python3 -m pip install TA-Box

Or checkout the sources and run setup.py yourself:

$ python setup.py install

Function List

  • Cycle Indicators

    • HT_DCPERIOD

    • HT_DCPHASE

    • HT_PHASOR

    • HT_SINE

    • HT_TRENDMODE

  • Math Operators

    • ADD✓

    • DIV✓

    • MAX✓

    • MAXINDEX

    • MIN✓

    • MININDEX

    • MINMAX

    • MINMAXINDEX

    • MULT✓

    • SUB✓

    • SUM

  • Math Transform

    • ACOS✓

    • ASIN✓

    • ATAN✓

    • CEIL

    • COS

    • COSH

    • EXP

    • FLOOR

    • LN

    • LOG10

    • SIN✓

    • SINH

    • SQRT✓

    • TAN✓

    • TANH

  • Momentum Indicators

    • ADX

    • ADXR

    • APO

    • AROON

    • AROONOSC

    • BOP

    • CCI

    • CMO

    • DX

    • MACD

    • MACDEXT

    • MACDFIX

    • MFI

    • MINUS_DI

    • MINUS_DM

    • MOM

    • PLUS_DI

    • PLUS_DM

    • PPO

    • ROC

    • ROCP

    • ROCR

    • ROCR100

    • RSI

    • STOCH

    • STOCHF

    • STOCHRSI

    • TRIX

    • ULTOSC

    • WILLR

  • Overlap Studies

    • BBANDS

    • DEMA

    • EMA

    • HT_TRENDLINE

    • KAMA

    • MA

    • MAMA

    • MAVP

    • MIDPOINT

    • MIDPRICE

    • SAR

    • SAREXT

    • SMA✓

    • T3

    • TEMA

    • TRIMA

    • WMA

  • Pattern Recognition

    • CDL2CROWS

    • CDL3BLACKCROWS

    • CDL3INSIDE

    • CDL3LINESTRIKE

    • CDL3OUTSIDE

    • CDL3STARSINSOUTH

    • CDL3WHITESOLDIERS

    • CDLABANDONEDBABY

    • CDLADVANCEBLOCK

    • CDLBELTHOLD

    • CDLBREAKAWAY

    • CDLCLOSINGMARUBOZU

    • CDLCONCEALBABYSWALL

    • CDLCOUNTERATTACK

    • CDLDARKCLOUDCOVER

    • CDLDOJI

    • CDLDOJISTAR

    • CDLDRAGONFLYDOJI

    • CDLENGULFING

    • CDLEVENINGDOJISTAR

    • CDLEVENINGSTAR

    • CDLGAPSIDESIDEWHITE

    • CDLGRAVESTONEDOJI

    • CDLHAMMER

    • CDLHANGINGMAN

    • CDLHARAMI

    • CDLHARAMICROSS

    • CDLHIGHWAVE

    • CDLHIKKAKE

    • CDLHIKKAKEMOD

    • CDLHOMINGPIGEON

    • CDLIDENTICAL3CROWS

    • CDLINNECK

    • CDLINVERTEDHAMMER

    • CDLKICKING

    • CDLKICKINGBYLENGTH

    • CDLLADDERBOTTOM

    • CDLLONGLEGGEDDOJI

    • CDLLONGLINE

    • CDLMARUBOZU

    • CDLMATCHINGLOW

    • CDLMATHOLD

    • CDLMORNINGDOJISTAR

    • CDLMORNINGSTAR

    • CDLONNECK

    • CDLPIERCING

    • CDLRICKSHAWMAN

    • CDLRISEFALL3METHODS

    • CDLSEPARATINGLINES

    • CDLSHOOTINGSTAR

    • CDLSHORTLINE

    • CDLSPINNINGTOP

    • CDLSTALLEDPATTERN

    • CDLSTICKSANDWICH

    • CDLTAKURI

    • CDLTASUKIGAP

    • CDLTHRUSTING

    • CDLTRISTAR

    • CDLUNIQUE3RIVER

    • CDLUPSIDEGAP2CROWS

    • CDLXSIDEGAP3METHODS

  • Price Transform

    • AVGPRICE

    • MEDPRICE

    • TYPPRICE

    • WCLPRICE

  • Statistic Functions

    • BETA

    • CORREL

    • LINEARREG

    • LINEARREG_ANGLE

    • LINEARREG_INTERCEPT

    • LINEARREG_SLOPE

    • STDDEV

    • TSF

    • VAR

  • Volatility Indicators

    • ATR

    • NATR

    • TRANGE✓

  • Volume Indicators

    • AD

    • ADOSC

    • OBV

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

TA-Box-0.0.1a1.dev1.tar.gz (1.5 MB view hashes)

Uploaded source

Built Distribution

Supported by

AWS AWS Cloud computing Datadog Datadog Monitoring Facebook / Instagram Facebook / Instagram PSF Sponsor Fastly Fastly CDN Google Google Object Storage and Download Analytics Huawei Huawei PSF Sponsor Microsoft Microsoft PSF Sponsor NVIDIA NVIDIA PSF Sponsor Pingdom Pingdom Monitoring Salesforce Salesforce PSF Sponsor Sentry Sentry Error logging StatusPage StatusPage Status page