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Rakesh9100 / ML-Project-Drug-Review-Dataset

This is an innovative machine learning project that utilizes patient reviews with many other attributes to analyze and evaluate the effectiveness of drugs.
https://ml-project-drug-review-dataset.streamlit.app
Apache License 2.0
87 stars 117 forks source link

Bump optuna from 3.4.0 to 3.5.0 #191

Closed dependabot[bot] closed 10 months ago

dependabot[bot] commented 10 months ago

Bumps optuna from 3.4.0 to 3.5.0.

Release notes

Sourced from optuna's releases.

v3.5.0

This is the release note of v3.5.0.

Highlights

This is a maintenance release with various bug fixes and improvements to the documentation and more.

Breaking Changes

New Features

  • Support constraints in plot contour (#4975, thanks @​y-kamiya!)
  • Support infeasible coloring for plot_timeline (#5014)
  • Support constant_liar in multi-objective TPESampler (#5021)
  • Add optuna study-names cli (#5029)
  • Use ExpectedHypervolumeImprovement candidates function for BotorchSampler (#5065, thanks @​adjeiv!)
  • Fix logei_candidates_func in botorch.py (#5094, thanks @​sousu4!)
  • Report CV scores from within OptunaSearchCV (#5098, thanks @​adjeiv!)

Enhancements

  • Support constant_liar in multi-objective TPESampler (#5021)
  • Make positional args to kwargs in suggest_int (#5044)
  • Ensure n_below is never negative in TPESampler (#5074, thanks @​p1kit!)
  • Improve visibility of infeasible trials in plot_contour (#5107)

Bug Fixes

  • Fix random number generator of NSGAIIChildGenerationStrategy (#5003)
  • Return trials for above in MO split when n_below=0 (#5079)
  • Enable loading of read-only files (#5103, thanks @​Guillaume227!)
  • Fix logpdf for scaled truncnorm (#5110)
  • Fix the bug of matplotlib's plot_rank function (#5133)

Documentation

  • Add the table of dependencies in each integration module (#5005)
  • Enhance the documentation of LightGBM tuner and separate train() from __init__.py (#5010)
  • Update link to reference (#5064)
  • Update the FAQ on reproducible optimization results to remove note on HyperbandPruner (#5075, thanks @​felix-cw!)
  • Remove MOTPESampler from index.rst file (#5084, thanks @​Ashhar-24!)
  • Add a note about the deprecation of MOTPESampler to the doc (#5086)
  • Add the TPE tutorial paper to the doc-string (#5096)
  • Update README.md to fix the installation and integration (#5126)
  • Clarify that Recommended budgets include n_startup_trials (#5137)

Examples

... (truncated)

Commits
  • b51db34 Merge pull request #5144 from nabenabe0928/release-v3.5.0
  • 702ce73 Bump up version number to 3.5.0
  • 6079b79 Revert "Pin the version of PyQt6-Qt6" (#5140)
  • 44ad029 [hotfix] Fix the bug of matplotlib's plot_rank function (#5133)
  • cebffe9 Clarify Recommended budgets (#5137)
  • bc4ee3e Fix logei_candidates_func in botorch.py (#5094)
  • f1754e8 Merge pull request #5135 from not522/fix-pyqt6-qt6
  • c1d671c Merge pull request #5134 from nabenabe0928/reduce-tests-to-oldest-and-latest
  • 12e0c50 Pin the version of PyQt6-Qt6
  • 11afa29 Merge pull request #5105 from Alnusjaponica/fix-type-annotation
  • Additional commits viewable in compare view


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