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chore(deps): bump lightgbm from 4.6.0 to 4.7.0#132

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chore(deps): bump lightgbm from 4.6.0 to 4.7.0#132
github-actions[bot] merged 1 commit into
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dependabot/pip/lightgbm-4.7.0

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Bumps lightgbm from 4.6.0 to 4.7.0.

Release notes

Sourced from lightgbm's releases.

v4.7.0

Highlights

The Python package now supports polars inputs, thanks to narwhals. Thanks to @​borchero for the main implementation and to everyone who contributed design work, especially on lightgbm-org/LightGBM#6204 (@​maxzw @​detrin @​jmoralez @​lcrmorin @​Ic3fr0g @​MarcoGorelli @​kylebarron @​vyasr).

Significantly improved GPU support including the first ROCm builds (lightgbm-org/LightGBM#6086) and multi-GPU support for NVIDIA GPUs via NCCL (lightgbm-org/LightGBM#6138). (@​jeffdaily @​shiyu1994 @​StrikerRUS)

Improvements to distributed training / Dask. Lots of bugfixes in this area, still ongoing work, thanks especially to @​wagner-austin for all the help.

Some organizational changes. The project has changed GitHub orgs (Microsoft -> lightgbm-org) and default branch names (master -> main).

Changes

💡 New Features

🔨 Breaking

... (truncated)

Commits
  • 8f7036f release v4.7.0 (#7129)
  • 497b57f [python-package] allow access to eval result attributes by name (#7161)
  • 96dfee9 [python-package] Allow to pass Arrow array & Polars series as position (#7260)
  • b97453d [python-package] Add pandas tests for categorical handling and dtype validati...
  • e455031 [ci] add ppc64le C++ test job (#7345)
  • 18810cb [ci] remove lingering references to 'master' branch (#7353)
  • 0704724 [ci] [R-package] use a Windows-specific download link for SWIG, stop using '<...
  • 75c0190 [python-package] remove unnecessary old import paths in compat.py (#7358)
  • 688d789 [ci] avoid overwriting installed 'build' in build-python.sh (#7356)
  • cf16013 change default branch from 'master' to 'main' (#7287)
  • Additional commits viewable in compare view

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Bumps [lightgbm](https://github.com/lightgbm-org/LightGBM) from 4.6.0 to 4.7.0.
- [Release notes](https://github.com/lightgbm-org/LightGBM/releases)
- [Commits](lightgbm-org/LightGBM@v4.6.0...v4.7.0)

---
updated-dependencies:
- dependency-name: lightgbm
  dependency-version: 4.7.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
@dependabot dependabot Bot added dependencies Pull requests that update a dependency file python Pull requests that update python code labels Jul 20, 2026
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dependabot Bot requested a review from Pigbibi as a code owner July 20, 2026 17:35
@dependabot dependabot Bot added dependencies Pull requests that update a dependency file python Pull requests that update python code labels Jul 20, 2026
@github-actions
github-actions Bot removed the request for review from Pigbibi July 20, 2026 17:35
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🤖 Codex PR Review

Merge allowed: No issues found


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@github-actions
github-actions Bot merged commit 95e9a48 into main Jul 20, 2026
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@github-actions
github-actions Bot deleted the dependabot/pip/lightgbm-4.7.0 branch July 20, 2026 17:36
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