Welcome to Technical, where things are, well technical. This is a simple collection of indicators and utils to make the day to day operation of working with the freqtrade trading bot easier and more powerful!
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.
We will happily add your custom indicators to this repo!
- 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!
this following indicators are available and have been 'wrapped' to just utilize 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
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 git+https://github.com/berlinguyinca/technicaland than import the required packages
from technical.indicators import accumulation_distribution, ...
from technical.util import resample_to_interval, resampled_mergehave fun!