https://github.com/bcorfman/pgx-connectfour

PGX - MCTX - JAX ConnectFour example converted to use a browser interface instead of a Jupyter notebook
https://github.com/bcorfman/pgx-connectfour

connect-four jax mcts mctx monte-carlo-tree-search nicegui pgx python rye svg

Last synced: 17 days ago
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PGX - MCTX - JAX ConnectFour example converted to use a browser interface instead of a Jupyter notebook

• Host: GitHub
• URL: https://github.com/bcorfman/pgx-connectfour
• Owner: bcorfman
• License: mit
• Created: 2024-06-06T01:38:51.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2024-06-28T05:46:35.000Z (about 2 years ago)
• Last Synced: 2024-06-29T04:49:45.848Z (about 2 years ago)
• Topics: connect-four, jax, mcts, mctx, monte-carlo-tree-search, nicegui, pgx, python, rye, svg
• Language: Python
• Homepage:
• Size: 106 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# PgxConnectFour

A version of this example game that uses Google's [PGX](https://github.com/sotetsuk/pgx) and [Monte-Carlo Tree Search in JAX](https://github.com/google-deepmind/mctx) to play Connect Four. The [original Jupyter notebook version](https://colab.research.google.com/github/sotetsuk/pgx/blob/main/colab/mcts_connect_four.ipynb#scrollTo=aPYOMRQZamsk) had stopped working over time. I reimplemented it as a real browser-based game using [NiceGUI](https://nicegui.io/). 



## To run the game

* At a command prompt, type `make install` to install the [Rye dependency manager](https://rye.astral.sh/) on your system (if needed). After Rye is installed, it will download the supporting Python libraries inside a virtual environment.

* Once the install has completed, type `make run` to launch the game.