v0.8.0b2

This is the release notes of v0.8.0b2. See here for the complete list of solved issues and merged PRs.

New Features

• Learn
  • Implements glm.LogisticRegression (#2466, thanks @Fernadoo!)
  • Implements bagging sampling (#2496)
• Services
  • Basic reschedule subtask (#2467)
• Web
  • Split tileable information and subtask graph into two tabs (#2480, thanks @RandomY-2!)
  • Include tileable property in detail api (#2493, thanks @RandomY-2!)

Enhancements

• Support specified vineyard socket and skip the launching vineyardd process (#2481)
• Refine MarsDMatrix & support more parameters for XGB classifier and regressor (#2498)

Bug fixes

• Compatible with scikit-learn 1.0 (#2486)
• Fix bug that failed to execute query when there are multiple arguments (#2490, thanks @perfumescent!)

Documentation

• Fix wrong translation in cluster deployment. (#2489, thanks @perfumescent!)

Tests

• Fix version of statsmodels to pass CI (#2497)