ruda-dataset 0.21.2

Library with simple dataset APIs for creating ML data pipelines
Documentation

ruda-dataset

Dataset interfaces and data-source adapters for Ruda machine-learning pipelines. It separates indexed item access and transformations from the model layer's batching and loading.

Interfaces

  • Dataset<I> supplies get, len, is_empty, and iteration.
  • source and transform provide data sources and transformations.
  • audio, vision, nlp, and network download utilities are feature-selected.

Usage

Cargo package: ruda-dataset. Rust import: ruda_dataset.

[dependencies]
ruda-dataset = "0.21"

Features

Default features: sqlite-bundled.

Feature Purpose
sqlite-bundled Enable the bundled SQLite dataset source.
sqlite Enable SQLite using the system library.
vision Enable vision dataset utilities.
audio Enable audio dataset utilities.
dataframe Enable Polars dataframe support.

Links