The Python's Nest

No, no, this is not a Python module or a video game.
This is simply a compilation of some of the many, many small programming projects I created since the year of 2018.

What projects can be found here?

I include in this repository a variety of light Python programs which I might have used one way or another out of my own interests or for learning something.
These programs include:

• Algorithms in performing statistical analysis procedures
• Webpage Scraper which extracts data from a large table
• A Computed Tomography Simulator

Occasionally, I also add in files using other languages, especially in HTML and CSS, that may be worth keeping in this directory.

Which modules do you use in your Python programs?

import math
  # How would I perform sines, cosines, complex numbers, floors and ceilings without this important module?
 
import random
  # Simple randomizing functionality which is useful in Monte Carlo Simulations.
  
import numpy
  # This module, particularly the array class, is utilized in some of my mathematics-heavy programs.
  # Performs data manipulation and operations involving matrices and vectors.
  
import PIL
  # Provides useful tools for manipulating existing images and generating new images from arrays of numbers.

import pandas, requests, lxml.html
  # Pandas handles large dataframes with a focus on presenting the data other than just computing with it.
  # The latter two allow for data scraping from a website, which results in a large amount of data for Pandas.
  
import matplotlib
  # A great library that makes plotting data (with matplotlib.pyplot) simple to execute.
  
import scipy
  # Offers advanced statistical methods, such as probability distributions, in scipy.stats.
  
import pygame
  # Used this before to create a simple bullet hell game, but it was prone to lag and became cluttery to code.

import perfplot
  # Useful when comparing the runtimes of selected functions or algorithms.
  
import PyQt5
  # A good GUI builder for Python that might get unwieldy for me due to clutteriness and complexity.