Technical Indicators for financial analysis
This is a collection of technical indicators collected or developed for freqtrade as well as utilities such as timeframe resampling.
What does it do for you
We basically provide you with easy to use indicators, collected from all over github and custom methods. Over time we plan to provide a simple API wrapper around TA-Lib, PyTi and others, as we find them. So you have one place, to find 100s of indicators.
Consensus - an indicator which is based on a consensus model, across several indicators you can easily customize these. It is based on the tradinvg view buy/sell graph. - MovingAverage Consensus - Oscillator Consensus - Summary Consensus
volume weighted moving average
trendlines, 2 different algorithms to calculate trendlines
- resample - easily resample your dataframe to a larger interval
- merge - merge your resampled dataframe into your original dataframe, so you can build triggers on more than 1 interval!
The following indicators are available and have been 'wrapped' to be used on a dataframe with the standard open/close/high/low/volume columns:
- cmf - chaikow money flow, requires dataframe and period
- accumulation_distribtuion - requires a dataframe
- osc - requires a dataframe and the periods
- aroon - dataframe, period, field
- atr - dataframe, period, field
- atr_percent - dataframe, period, field
- bollinger_bands - dataframe, period, stdv, field, prefix
- cmo - dataframe, period, field
- cci - dataframe, period
- williams percent
- momentum oscilator
- hull moving average
- ultimate oscillator
We will try to add more and more wrappers as we get to it, but please be patient or help out with PR's! It's super easy, but also super boring work.
to use the library, please install it with pip
pip install technical
To get the latest version, install directly from github:
pip install git+https://github.com/freqtrade/technical
and than import the required packages
from technical.indicators import accumulation_distribution, ... from technical.util import resample_to_interval, resampled_merge
We will happily add your custom indicators to this repo! Just clone this repository and implement your favorite indicator to use with freqtrade.
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
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