Giter VIP home page Giter VIP logo

wordle-ai's Introduction

Wordle AI

A machine learning model for solving Wordle puzzles.

Getting Started

Create an environment and install dependencies with conda

conda env create --file environment.yml
pre-commit install

Design Documents

Resources

Documentation links to tools used in the project

  • Miro: Design documents and brainstorming
  • TensorFlow: Neural Network Library

wordle-ai's People

Contributors

mreminent42 avatar philippews avatar waidhoferj avatar

Stargazers

 avatar

Watchers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

wordle-ai's Issues

Load Wordle Word Data

Create a data loading script from an online source of Wordle words. Script will place data in the data directory, creating it if it doesn't already exist.

Preprocessing data: Green, Yellow, and Grey vectors

Preprocess data into an input vector that is 26 + 26 + 26 in length. This is because we need:

  • Grey vector (Not-in): 26 boolean spots for each letter, a-z, that are not in the word;
  • Yellow vector (Somewhere-in): 26 boolean spots for each letter, a-z, that are
  • Green vector (Confirmed)

We are not sure whether how to handle the yellow vector after a letter has been confirmed. Should we:

  • Leave the letter in the yellow vector with the confirmed position?
  • Remove the letter in the yellow vector from the confirmed position?
  • Somehow denote in the yellow vector that the letter is confirmed (i.e. combine the yellow and green vector?)

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.