v0.7.5

This is the release notes of v0.7.5. See here for the complete list of solved issues and merged PRs.

New Features

• Tensor
  • Add preliminary implementations for ufunc methods (#2513)
  • Add partial support for setitem with fancy indexing (#2544)
• DataFrame
  • Implements md.get_dummies (#2534, thanks @hoarjour!)
• Learn
  • Add make_regression support for learn module (#2517)
  • Implements mars.learn.preprocessor.LabelEncoder (#2545)
• Services
  • Add web API for scheduling (#2535)
• Web
  • Display tileable properties on web (#2539, thanks @RandomY-2!)
• Others
  • Add experimental support for CUDA under WSL for Windows 11 (#2543)

Enhancements

• Reduce indentation of frontend code (#2541)

Bug fixes

• Fix output of df.groupby(as_index=False).size() (#2508)
• Fix reduction result on empty series (#2522)
• Fix df.loc when df is empty (#2526)
• [Ray] Fix serializing lambdas in web (#2529)
• Fix df.loc when providing empty list (#2532)

Documentation

• Add doc for reading csv in oss (#2530, thanks @Catch-Bull!)