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Rubik-Tensor
Setup
This project uses uv 0.7 as environment & dependency manager, and python 3.11 as core interpreter. Install the project with
uv venv
(Activate env)
uv sync
pre-commit install
Usage
Create a cube
from rubik.cube import Cube
cube = Cube(['U', 'L', 'C', 'R', 'B', 'D'], size = 3)
# display the cube state and history of moves
print(cube)
# UUU
# UUU
# UUU
# LLL CCC RRR BBB
# LLL CCC RRR BBB
# LLL CCC RRR BBB
# DDD
# DDD
# DDD
print(cube.history)
# []
Perform basic moves
# shuffle the cube using 1000 random moves
cube.shuffle(num_moves=1000, seed=0)
# rotate it in some way
cube.rotate('X2 X1i Y1i Z1i Y0 Z0i X2 X1i Y1i Z1i Y0 Z0i')
Roadmap
Fully tensorized Rubik Cube model
- ☑️ Tensorized states.
- ☑️ Tensorized actions.
- ☑️ Interface for performing actions.
- ⬜ Tensor operations moved to cuda.
Movement explorer
- ⬜ Explore result of an input sequences of moves.
- ⬜ Find sequences of moves satisfying input constrains.
Base solvers following rule-based policies
Visualization interface
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