arcverse 0.0.1a0

arcverse is a library for creating synthesizing arc-agi like datasets with knobs to control different degrees of freedom.

Arcverse

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For now, install from source:

git clone
cd arcverse
pip install -e .

Then, open a notebook and run:

from arcverse import ArcWorld
from arcverse.utils import render

world = ArcWorld(max_rows=10, max_cols=10)

This will create a world that is initialized with a set of random transforms.

print(world.transforms)

Then you can draw samples from this world as a bunch of starting grids and their corresponding transformed grids.

for sample in world.sample(5):
    display(render(sample[0]))
    display(render(sample[1]))
    print("---")

For now, a static arc-like puzzle is created and can be accessed via:

world.get_puzzle()

Since object shapes are random, there is a good chance all five train examples might not converge to an obvious solution but this will be refined over time.

Example