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NeurIPS workshop paper: Simplicial 2-Complex Convolutional Neural Networks ; Authors: Eric Bunch, Qian You, Glenn Fung, Vikas Singh

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simplicial-2-complex-cnns

NeurIPS workshop paper: Simplicial 2-Complex Convolutional Neural Networks ; Authors: Eric Bunch, Qian You, Glenn Fung, Vikas Singh

Accepted at Topological Data Analysis and Beyond: Workshop at NeurIPS 2020.

arXiv entry here.

Setup

First configure the config/config.yaml file with db_path, output_dir_path, and project_dir appropriately. db_path should be the path to a sqlite3 database that will contain metadata about experiments. output_dir_path should be a directory that will store the output files from each experiment. project_dir should be a directory that will be the destination for the preprocessed data.

Once this is configured, run bash setup.sh.

Run

To run an experiment, configure the config/config.yaml file appropriately, and run bash run.sh.

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NeurIPS workshop paper: Simplicial 2-Complex Convolutional Neural Networks ; Authors: Eric Bunch, Qian You, Glenn Fung, Vikas Singh

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