#deep-learning #machine-learning #data

burn-dataset

Library with simple dataset APIs for creating ML data pipelines

10 breaking releases

new 0.11.0 Dec 1, 2023
0.10.0 Oct 24, 2023
0.9.0 Sep 6, 2023
0.8.0 Jul 25, 2023
0.3.0 Nov 20, 2022

#368 in Machine learning

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10,239 downloads per month
Used in 3 crates (via burn-core)

MIT/Apache

80KB
1.5K SLoC

Burn Dataset

Burn dataset library

Current Crates.io Version license

The Burn Dataset library is designed to streamline your machine learning (ML) data pipeline creation process. It offers a variety of dataset implementations, transformation functions, and data sources.

Feature Flags

  • audio - enables audio dataset (SpeechCommandsDataset). Run the following example to try it out:

    cargo run --example speech_commands --features audio
    

lib.rs:

Burn Dataset

Burn Dataset is a library for creating and loading datasets.

Dependencies

~6–24MB
~305K SLoC