Start of the code

start.py

import numpy as np
import pandas as pd
import yfinance as yf
import datetime as dt
import matplotlib.pyplot as plt
import mplfinance as mpf
from finta import TA
from pylab import rcParams
from yahoo_fin import stock_info as si
import talib
import ta

pd.set_option('display.max_columns', None)

# define stock and time range
stock = input('Enter a stock ticker: ')

num_of_years = input('Enter number of years: ')
num_of_years = float(num_of_years)
start = dt.date.today() - dt.timedelta(days = int(365.25*num_of_years))
end = dt.datetime.now()

current_price = round(si.get_live_price(stock), 2)
df = yf.download(stock,start, end, interval='1d')

signals = ['Moving Average', 'Relative Strength Index', 'Bollinger Bands', 'MACD', 'Commodity Channel Index']
change = []
num_of_trades = []
last_sell = []
last_buy = []
average_gain = []
average_loss = []
max_return = []
max_loss = []
gain_loss = []
success_rate  = []