• Home
  • About
    • About The Coder
    • Language List
  • Code Rules
    • #1: Clarity Trumps Everything
    • #2: Source Code is for Humans
    • #3: Don’t Ignore Warnings
    • #4: Comment As You Go
    • #5: Always Use Parentheses
    • #6: Always Define Literals
    • #7: Never Repeat Yourself
  • CS-101
  • Python-101
  • Simple Tricks
  • Guestbook

The Hard-Core Coder

~ I can't stop writing code!

The Hard-Core Coder

Daily Archives: December 21, 2021

Calculating Entropy (in Python)

21 Tuesday Dec 2021

Posted by Wyrd Smythe in Python

≈ 13 Comments

Tags

entropy, Python code, Shannon entropy

I’ve been playing with calculating the entropy of a toy system used to illustrate the connection between “disorder” and entropy. (See Entropy 101 and Entropy 102.) I needed to calculate the minimum number of moves required to sort a disordered collection, but that turns out to be an NP problem (no doubt related to Traveling Salesman).

The illustration bridges Boltzmann and Shannon entropy, which got me playing around with the latter, and that led to some practical results. This article describes the code I used mainly as an excuse to try embedding my own colorized source code blocks.

Continue reading →

Follow The Hard-Core Coder on WordPress.com

The Posts

  • Python Tk Calculator App
  • Tk Windows in Python
  • Dual Numbers in Python
  • Python Decorators, more
  • Python Decorators, redux
  • Byte Multiplication Trick
  • Parsing Multipart Form Data
  • Simple Python Tricks #18
  • Simple Python Tricks #17
  • Simple Python Tricks #16

The Topics

  • Blog (4)
  • CS101 (37)
  • Fun (36)
  • Interesting (5)
  • Opinion (12)
  • Python (59)
  • Stories (15)

The Month

December 2021
M T W T F S S
 12345
6789101112
13141516171819
20212223242526
2728293031  
« Nov   Jan »

The Past

Posts

RSS Feed

Comments

RSS Feed

The Main Blog

Visit Logos con carne

Lots of wyrds... with meat!

The Author

Wyrd Smythe

Wyrd Smythe

The canonical fool on the hill watching the sunset and the rotation of the planet and thinking what he imagines are large thoughts.

View Full Profile →

Create a website or blog at WordPress.com

  • Subscribe Subscribed
    • The Hard-Core Coder
    • Already have a WordPress.com account? Log in now.
    • The Hard-Core Coder
    • Subscribe Subscribed
    • Sign up
    • Log in
    • Report this content
    • View site in Reader
    • Manage subscriptions
    • Collapse this bar