Posts by Alex Wu

02 . 14 . 2022

Ray Datasets for large-scale machine learning ingest and scoring

We're happy to introduce Ray Datasets: A data loading and preprocessing library built on Ray that leverages Ray’s task, actor, and object APIs to enable large-scale machine learning ingest, training, and inference within a single Python application.

02 . 16 . 2021

Data Processing Support in Ray

This blog post highlights two features in the latest Ray 1.2 release: native support for spilling to external storage, and support for libraries from the Python data processing ecosystem, including integrations for PySpark and Dask.