Xorbits Data

Xorbits Data is a scalable data processing library for ML and DS workloads.

Xorbits Data can leverage multi cores or GPUs to accelerate computation on a single machine, or scale out up to thousands of machines to support processing terabytes of data.

All APIs in Xorbits Data library implemented or planned include:

API	Implemented version or plan
xorbits.pandas	v0.1.0
xorbits.numpy	v0.1.0
xorbits.xarray	Planned in the future

• 10 minutes to xorbits.pandas
  • Object creation
  • Viewing data
  • Selection
  • Operations
  • Merge
  • Grouping
  • Plotting
  • Getting data in/out
• 10 minutes to xorbits.numpy
  • Array Creation
  • Printing Arrays
  • Basic Operations
  • Universal Functions
  • Indexing, Slicing and Iterating
  • Changing the shape of an array
  • Stacking together different arrays
  • Splitting one array into several smaller ones
• 10 minutes to xorbits.datasets
  • Datasets Creation
  • Datasets Processing
  • Datasets Outputs