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powerful wordle solver using max entropy written in python on terminal

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Wordle is a popular online word guessing game. To win, you should guess the word in six tries. Each guess must be a valid five-letter word. After each guess, the color of the tiles will change to show how close your guess was to the word. green means the letter is in the word and in the correct spot. yellow means the letter is in the word but in the wrong spot. grey means the letter is not in the word in any spot.

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wordle-solver

This powerful worlde-solver is written in python, run on terminal. Inspired by 3Blue1Brown's work, I use maxmum entropy to generate the next guess. It can help you win with least attempts statistically. And, assuming all target words share the same chance, I do not use word frequency to reweight them. In 2315/2315 words mode, the winning rate is 100%.

You can

1. play: with 3|4|5|6|7|8 (or more) letters of wordle

python play.py

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2. solve: as a good helper to solve online wordle of any version

python solve.py

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3. experiment: get overall performance with all words in the word list

python experiment.py

letters target words legal words win lose winning rate(<=6) avg attempts min/max attempts
4 3076 3076 3051 25 99.19% 4.40 1/7
5 2315 2315 2315 0 100.0% 3.57 1/6
5(*) 2315 12972 2315 0 100.0% 3.54 2/5
5(#) 2315 12972 2315 1 99.96% 4.04 2/7
5 12972 12972 12936 36 99.72% 4.15 1/7
6 7634 7634 7634 0 100.0% 3.40 1/6
7 8981 8981 8981 0 100.0% 3.10 1/5

(*): The computer assumes there are 2315 targets.

(#): The computer assumes there are 12972 targets.

After removing rare words, current online wordle uses 2315 words for the targets, but 12972 words as legal try, as the 3rd line. The only word it fails is jolly. The reason is that there are so many *olly: polly, holly, golly, wolly, folly, jolly, lolly, molly ...

Interestingly, the shorter the words, the harder it grows. Because there are more similar words, for instance: five, bide, tide, aide, kite, wine, wide, pide...

online versions:

official 5-letter: https://www.nytimes.com/games/wordle/index.html

4|5|6|7-letter: https://www.thewordfinder.com/6-letter-wordle/

Try solve them using wordle-solver, feel the accuracy.

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