Published May 24, 2023 | Version v1
Software Open

Point Edge Transformer

Creators

Description

Source code and settings sufficient to reproduce benchmarks reported in the paper, "Smooth, exact rotational symmetrization for deep learning on point clouds."
The lightweight file "source_code_settings.zip" contains 1) the source code of PET, 2) proof-of-principle implementation of ECSE, 3) all the settings for training procedures as a collection of YAML files with hyperparameters, 4) similarly organized parameters of ECSE, and 5) a definition file of the Singularity container (.def) we used for most of the experiments.

In addition to the above, "Source_code_settings_checkpoints.zip" contains 1) all the checkpoints, including all intermediate ones for same calculations, 2) the Singularity container (.sif) itself, and 3) the datasets we used.

Files

source_code_settings.zip

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