techfin 0.0.1

techfin : A package for technical analysis

A package that implements technical indicators and plotting functions of them

Indicators implemented in the package

1. Simple Moving Average
2. Exponential Moving Average
3. Bollinger Bands
4. Simple Relative Strength Index
5. Exponential Relative Strength Index
6. Moving Average Convergence Divergence
7. Money Flow Index

Installation

• Make sure you have numpy, pandas, yfinance, matplotlib installed

• Run Following command to install the package

  pip install techfin

How to import

• Run Following command to import

  import techfin

  # The following packages are also necessary
  import pandas as pd
  import numpy as np
  import yfinance as yf
  import matplotlib.pylot as plt

Example

  data = yf.download('HDFC.NS', start=2021-01-01, end=2022-01-01, interval='1d', auto_adjust=True)
  
  techfin.plot_Close(data)        # to plot close price of data
  
  n = [10, 50, 100]
  data_SMA = techfin.SMA(data, n) # to calulate simple moving average
  techfin.plot_SMA(data_SMA, n)   # to plot Simple moving average on the Close price graph

List of Functions

Sr.	Function	Discription
1.	plot_Close (data)	Plot Close Price
2.	SMA (data, n)	Calculate Simple Moving Average
3.	plot_SMA (data, n)	Plot Simple Moving Average
4.	EMA (data, n)	Calculate Exponential Moving Average
5.	plot_EMA (data)	Plot Exponential Moving Average
6.	BollingerBands (data, n, factor)	Calculate Bollinger Bands
7.	plot_BollingerBands (data)	Plot Bollinger Bands
8.	Simple_RSI (data, n)	Calculate Simple RSI
9.	plot_S_RSI (data, overbought, oversold)	Plot Simple RSI, highlighting overbought & oversold zones
10.	Exponential_RSI (data, n)	Calculate Exponential RSI
11.	plot_E_RSI (data, overbought, oversold)	Plot Exponential RSI, highlighting overbought & oversold zones
12.	MACD (data, longEMA, shortEMA, signalEMA)	Calculate MACD indicator
13.	plot_MACD (data)	Plot MACD indicator along with bars for Convergence/Divergence
14.	Money_Flow_Index (data, n)	Calculate Money Flow Index
15.	plot_MFI (data, overbought, oversold)	Plot MFI, highlighting overbought & oversold zones