Ray Data Examples

Tip

Check out the Datasets User Guide to learn more about Dataset features in-depth.

Ray Data is a data processing engine that supports multiple data modalities and types. Here you will find a few end-to-end examples of some basic data processing with Ray Data on tabular data, text (coming soon), and images.

Computer Vision

Image Classification Batch Inference with Huggingface Vision Transformer

Image Classification Batch Inference with PyTorch ResNet152

Object Detection Batch Inference with PyTorch FasterRCNN_ResNet50

Simple Data Processing

Processing the NYC taxi dataset

Batch Training with Ray Data

Scaling OCR with Ray Data

Other Examples

Random Data Access (Experimental)

Implementing a Custom Datasource