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GraphMuse First Release 0.0.1
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@manoskary manoskary released this 18 Jul 10:25
· 69 commits to main since this release
v0.0.1
a4b6e5f

GraphMuse Release Notes

Version 1.0.0 - Initial Release

Release Date: July 18, 2024

Highlights

  • Core Functionality:

    • Introduction of core graph-based music representations using PyTorch Geometric Data and HeteroData classes.
    • Sampling strategies for Music Score Graphs.
    • Dataloaders and Graph Creation classes.
    • Integration with the Partitura library for parsing symbolic music.

  • Graph Neural Networks:

    • Implemented MusGConv, NoteGNN, MeasureGNN, BeatGNN, MetricalGNN, and HybridGNN models.

  • Utilities:

    • Dataloader for sampling and batching music graphs.
    • Accelerated graph creation for music scores.

Installation

  • Available via pip.
  • Detailed installation steps for dependencies provided.

Documentation

  • Examples and usage instructions available in the README.

Future Improvements

  • Planned enhancements include additional graph convolutional layers and extended dataset support.

For more information, visit the GraphMuse GitHub repository.

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