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v0.4.4

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@qinxuye qinxuye released this 29 Jul 06:57
· 19 commits to v0.4 since this release
46acc59

This is the release notes of v0.4.4. See here for the complete list of solved issues and merged PRs.

New Features

  • Learn
    • Add mars.learn.cluster.KMeans support (#1428)

Enhancements

  • Optimize to_pandas and to_numpy etc that fetch first, if failed, call execute().fetch() instead (#1410)
  • Create backup CalcActor when spawning a new graph in mars.remote (#1412)
  • Skip rechunk when DataFrame has unknown shape in sort_values (#1420)

Bug fixes

  • Fix worker assign when no evaluation sets specified in LGBM training (#1408)
  • Fix query alias & add estimation for object types (#1417)
  • Fix the dtype of LightGBM model's predicted results (#1421)
  • Fix the error raised when inferring dtype in DataFrame.transform (#1427)
  • Fix crash when storing data inside Docker containers (#1432)