Wordle Guesser
A little python script for finding the best word choice in a Wordle game, by assuming that at each step you want to minimise the average number of possible answers left after guessing that word (note this is a greedy assumption and not fully correct, but as a TikTok user pointed out, this is the best you can do before it gets NP-hard).
Finding the best first word
To find the best first word, run the following in python:
import wordle
guesser = wordle.WordleGuesser(full_vocab=False, only_guess_from_answers=False)
best_word, min_length = guesser.get_smart_guess(outfile="best_words.txt", verbose=True)
print("Best word: {}, gives {} possible answers left".format(best_word, min_length))
full_vocab=False means we evaluate against the possible answers and only_guess_from_answers=False means we guess from all the possible guesses, not just the possible answers. The example above saves all the words in a file called best_words.txt.
Finding the best next word
After getting a response from your guess in wordle, you can update your guesser as follows:
import wordle
guesser = wordle.WordleGuesser(full_vocab=False, only_guess_from_answers=False)
# If the game responded with Orange, Black, Orange, Black, Green
guesser.update("roate", "obobg")
You can then either print out the possible answers left, or find the next best word to guess:
print(guesser.possible_answers)
best_word, _ = guesser.get_smart_guess()
1 Jan 29, 2022
4 Feb 3, 2022
1 Jan 31, 2022
1 Feb 4, 2022
3 Feb 26, 2022
1 Feb 8, 2022
2 Dec 15, 2022
1 Jan 26, 2022
1 Mar 17, 2022
4 Oct 6, 2022
2 Feb 8, 2022
2 Mar 25, 2022
7 Feb 10, 2022
11 Mar 4, 2022
3 Feb 4, 2022
1 Feb 9, 2022
1 Feb 15, 2022
20 Jul 7, 2022
3 Oct 25, 2022