shashankvemuri’s gists

shashankvemuri / algo_trading.py

Created August 4, 2020 17:54

	import yfinance as yf
	import datetime as dt
	import warnings
	import talib
	import pandas as pd
	import time
	from yahoo_fin import stock_info as si
	from scipy.stats import zscore
	import numpy as np

shashankvemuri / end.py

Created August 3, 2020 01:32

End of code

	prices = df['Adj Close'].tolist()
	first_price = prices[0]

	new_col = [current_price, current_price, current_price, current_price, current_price, current_price]

	if hold > 0:
	holding = [['Buy and Hold', hold, 1, first_price, np.nan, hold, np.nan, hold, np.nan, np.inf, 1]]
	else:
	holding = [['Buy and Hold', hold, 1, first_price, np.nan, np.nan, hold, np.nan, hold, 0, 0]]

shashankvemuri / for_loop.py

Created August 3, 2020 01:17

Backtest

	for signal in signals:
	if signal.lower() == 'moving average':
	print ('-'*60)
	print ('Simple Moving Average: ')
	# Let's calulate Simple Moving Average(SMA)
	short_sma= 20
	long_sma = 50
	SMAs=[short_sma, long_sma]

	for i in SMAs:

shashankvemuri / start.py

Last active August 3, 2020 01:12

Start of the code

	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

shashankvemuri / code.py

Last active February 3, 2021 09:25

Backtest Strategies using Python

	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

shashankvemuri / html_code.html

Created August 2, 2020 15:49

HTML Code

	<!DOCTYPE html>
	<html lang="en">
	<head>
	<meta charset="UTF-8">
	<meta name="viewport" content="width=device-width, initial-scale=1.0">
	<meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1">
	<title>TradeView - Balance Sheet</title>
	<script src="sort-table.js"></script>
	<link rel="stylesheet" href="sort-table.css">
	<link rel="stylesheet" href="https://unpkg.com/[email protected]/build/pure-min.css" integrity="sha384-cg6SkqEOCV1NbJoCu11+bm0NvBRc8IYLRGXkmNrqUBfTjmMYwNKPWBTIKyw9mHNJ" crossorigin="anonymous">

shashankvemuri / python.py

Created August 2, 2020 15:46

Python Code

	import requests
	import yahoo_fin.stock_info as si
	from flask import render_template

	def get_balance_sheet(ticker):
	try:
	def get_symbol(symbol):
	url = "http://d.yimg.com/autoc.finance.yahoo.com/autoc?query={}&region=1&lang=en".format(symbol)
	result = requests.get(url).json()
	for x in result['ResultSet']['Result']:

shashankvemuri / all.py

Last active November 13, 2022 05:17

all the code for the project

shashankvemuri / rest.py

Last active August 8, 2020 06:50

Rest of code

	# Adjusted Close Price
	st.header(f"Adjusted Close Price\n {company_name}")
	st.line_chart(data['Adj Close'])

	# ## SMA and EMA
	#Simple Moving Average
	data['SMA'] = talib.SMA(data['Adj Close'], timeperiod = 20)

	# Exponential Moving Average
	data['EMA'] = talib.EMA(data['Adj Close'], timeperiod = 20)

shashankvemuri / intro.py

Last active August 8, 2020 06:52

Introduction to the web app

	st.write("""
	# Technical Analysis Web Application
	Shown below are the Moving Average Crossovers, Bollinger Bands, MACD's, Commodity Channel Indexes, and Relative Strength Indexes of any stock!
	""")

	st.sidebar.header('User Input Parameters')

	today = datetime.date.today()
	def user_input_features():
	ticker = st.sidebar.text_input("Ticker", 'AAPL')

Shashank Vemuri shashankvemuri