technicalmethods
A collection of Technical Analysis tools
The library currently provides methods for:
- RSI
- Bollinger Bands
- MACD
- ADX
- Williams %R
- Stochastics
- ATR
- EMA
- Trend Channel
Installation
Install from PyPI:
$ pip install technicalmethods
Install in a new environment using Python venv:
Create base environment of Python 3.11
$ py -3.11 -m venv .venv
Activate new environment
$ .venv\scripts\activate
Ensure pip is up to date
$ (.venv) python -m pip install --upgrade pip
Install Spyder
$ (.venv) python -m pip install spyder
Install package
$ (.venv) python -m pip install technicalmethods
To install in new environment using anaconda:
$ conda create --name techmeth
Activate new environment
$ activate techmeth
Install Python
(techmeth) $ conda install python==3.9
Install Spyder
(techmeth) $ conda install spyder
Install technicalmethods
(techmeth) $ python -m pip install technicalmethods
Setup
Import csv of OHLC data using pandas
import pandas as pd
msft = pd.read_csv('MSFT.csv')
Import technicalmethods and initialize an Indicators object
import technicalmethods.methods as meth
ind = meth.Indicators()
Calculate a 14 day RSI on the closing prices
msft['RSI14'] = ind.RSI(close=msft['Close'], time_period=14)
