Markus Rene Pae markusrenepae

math + finance + coding -> what could ever go wrong?

markusrenepae / taylor.py

Created April 17, 2020 18:09

See programmilõik käib kaasas minu kodutööga, mille eesmärgiks oli lähendada Taylori valemiga funktsiooni f(x) = ln(x).

	import matplotlib
	import numpy as np
	from math import *
	import matplotlib.pyplot as plt


	'''Funktsioon, mida peame lähendama: f(x) = ln(x)'''
	def f(x):
	output = []
	for elem in x:

markusrenepae / numpy2.py

Last active January 18, 2020 00:31

First code snippet for Medium article about Numpy

markusrenepae / numpy1.py

Created January 18, 2020 00:26

First code snippet for Medium article about Numpy

	import numpy as np
	import time

	length = 10
	native_lst = [i for i in range(length)]

	numpy_lst = np.array(native_lst)

markusrenepae / mc.py

Created January 16, 2020 22:55

This gist is for MC simulation, at least the basics of it. Usage: Medium article

	import numpy as np
	import pandas as pd
	from pandas_datareader import data as wb
	import matplotlib.pyplot as plt
	from scipy.stats import norm

	ticker = 'BA'
	data = pd.DataFrame()
	data[ticker] = wb.DataReader(ticker, data_source='yahoo', start='2015-1-1')['Adj Close']
	plt.figure(figsize=(10,6))

markusrenepae / sudoku.py

Last active September 4, 2020 18:24

This is a sudoku-solving code snippet. Used for my Medium article.

markusrenepae / simulator.py

Created January 2, 2020 22:22

This gist is for another medium article and is about an investment simulator.

	import pandas as pd
	import numpy as np
	import datetime as dt
	import math
	import warnings

	warnings.filterwarnings("ignore")

	prices = pd.read_csv("adjclose.csv", index_col="Date", parse_dates=True)
	volumechanges = pd.read_csv("volume.csv", index_col="Date", parse_dates=True).pct_change()*100

markusrenepae / correlation.py

Created December 31, 2019 01:07

Code for medium correlation article.

	import pandas as pd

	stocks = []
	f = open("symbols.txt", "r")
	for line in f:
	stocks.append(line.strip())

	f.close()

	volumes = pd.read_csv("volume.csv")

markusrenepae / symbols.txt

Created December 31, 2019 00:33

List of symbols for medium article

markusrenepae / gifcreator.py

Last active December 29, 2019 21:48

This gist is for my medium article about creating GIF images.

	import imageio
	import os
	import matplotlib.pyplot as plt

	lst1 = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12]
	lst2 = [5, 4, 3, 5, 6, 5, 8, 7, 8, 10, 5, 6]
	lst3 = [9, 6, 6, 7, 6, 4, 6, 9, 11, 8, 7, 4]


	def createfiles():

markusrenepae / scores.py

Created December 28, 2019 16:31

This gist is for my Medium article and is about using linear regression in scoring systems.

	import numpy as np
	import matplotlib.pyplot as plt

	def average(lst):
	return sum(lst) / len(lst)


	def findss(lst):
	# finds the sum of squares
	ss = 0