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Code for the CCE algorithm proposed in "Towards Compositionality in Concept Learning" at ICML 2024.

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adaminsky/compositional_concepts

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Compositional Concept Learning (CCE)

Install

Clone the git repository and run the following to setup the Python environment:

# create a new virtual environment
python -m venv .venv

pip install -r requirements.txt

Once the environment is setup, the necessary data for running the experiments from the paper can be downloaded by running bash download_datasets.sh.

Running experiments from the paper

To run all the experiments from the paper, run bash run_controlled.sh.

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Code for the CCE algorithm proposed in "Towards Compositionality in Concept Learning" at ICML 2024.

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