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bfx-hf-indicators-py's Introduction

Bitfinex Indicator Library for Python

Build Status

This repo contains a collection of trading indicators implemented to support incremental updates, both from trade and candle data (depending on the indicator). All indicators provide the same set of base methods:

Features

  • Absolute True Range
  • Acceleration
  • Accumulation/Distribution
  • Accumulative Swing Index
  • Arnoud Legoux Moving Average
  • Awesome Oscillator
  • Balance of Power
  • Bollinger Bands
  • Chaikin Money Flow
  • Chaikin Oscillator
  • Chande Momentum Oscillator
  • Coppock Curve
  • Detrended Price Oscillator
  • Donchian Channels
  • Ease of Movement
  • Envelope
  • Exponential Moving Average
  • EMA Volume
  • Know Sure Thing
  • MACD
  • Mass Index
  • Momentum
  • Net Volume
  • On Balance Volume
  • Price Channel
  • Price Oscillator
  • Price Volume Trend
  • RSI
  • Rate of Change
  • Relative Vigor Index
  • Relative Volatility Index
  • Simple Moving Average
  • Standard Deviation
  • Stochastic
  • Stochastic RSI
  • TRIX
  • True Strength Index
  • VWAP
  • Volume Oscillator
  • Volume Weighted Moving Average
  • Weighted Moving Average
  • Williams %R

Installation

Clone package into PYTHONPATH:

git clone https://github.com/bitfinexcom/bfx-hf-indicators-py.git
cd bfx-hf-indicators-py

Or via pip/pip3:

pip3 install -r requirements.txt
python3 setup.py install
pip3 install git+https://github.com/bitfinexcom/bfx-hf-indicators-py.git@master

Quickstart

from bfxhfindicators import RSI

rsi = RSI(14)

rsi.add(14000)
rsi.add(14010)
rsi.add(14025)
rsi.add(14035)
# ...
# 8 more data points
# ...
rsi.add(13998)
rsi.add(13952)

v = rsi.v() # query current RSI(14) value

Docs

Contributing

  1. Fork it
  2. Create your feature branch (git checkout -b my-new-feature)
  3. Commit your changes (git commit -am 'Add some feature')
  4. Push to the branch (git push origin my-new-feature)
  5. Create a new Pull Request

bfx-hf-indicators-py's People

Contributors

jacobplaster avatar f3rno avatar zjhmale avatar quadramadery avatar

Stargazers

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Watchers

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