build(deps): bump lightgbm from 4.3.0 to 4.4.0 in /runtimes/lightgbm

[dependabot[bot]]

Bumps lightgbm from 4.3.0 to 4.4.0.

Release notes

Sourced from lightgbm's releases.

v4.4.0

Changes

💡 New Features

• [ci] [python-package] add arm64 macOS wheels @​jameslamb (#6391)
• [python-package] Add support for NumPy 2.0, test against nightly versions of dependencies (fixes #6454) @​jameslamb (#6467)
• [R-package] expose start_iteration to dump/save/lgb.model.dt.tree @​mayer79 (#6398)
• [python-package] Allow to pass early stopping min delta in params @​borchero (#6274)
• [python-package] Allow to pass Arrow table with boolean columns to dataset @​borchero (#6353)
• [c++][fix] Support Quantized Training with Categorical Features on CPU @​shiyu1994 (#6301)

🔨 Breaking

• [python-package] remove uses of deprecated NumPy random number generation APIs, require 'numpy>=1.17.0' @​jameslamb (#6468)
• [python-package] drop Python 3.6 support, add Python 3.12 @​jameslamb (#6459)
• [cmake] [c++] use .dylib extension unconditionally on macOS @​jameslamb (#6418)
• ENH more stable gradient of CrossEntropy @​lorentzenchr (#6327)
• [R-package] Rename slice() to lgb.slice.Dataset() @​david-cortes (#6293)

🚀 Efficiency Improvement

• [R-package] Use ALTREP system to return C++-allocated arrays @​david-cortes (#6213)
• [R-package] Speed-up lgb.importance() @​mayer79 (#6364)
• Fix single row prediction performance in a multi-threaded environment @​Ten0 (#6024)

🐛 Bug Fixes

• [R-package] ensure use of interaction_constraints does not lead to features being ignored @​mayer79 (#6377)
• [R-package] skip integer categorical feature check when building dataset subset (fixes #6412) @​jmoralez (#6442)
• [cmake] always target Windows SDK v10.x when using Visual Studio generators (fixes #6448) @​jameslamb (#6451)
• upgrade CMake in dockerfile-cli (fixes #6420) @​narumiruna (#6426)
• remove unnecessary omp single that cause deadlock (fixes #6273) @​morokosi (#6394)
• [python-package] allow use of early_stopping_round<=0 to turn off early stopping (fixes #6401) @​ddelzell (#6406)
• [c++] Fix memory leak in Arrow table implementation @​borchero (#6314)
• Fix calculation of number of bins in FindGroup @​CVPaul (#6019)

📖 Documentation

• [docs] ensure pkgdown site index accurately reflects R-package public API (fixes #6444) @​jameslamb (#6445)
• [docs] document how to use a custom objective function via the C API @​parsiad (#6396)
• [docs] [ci] encourage use of cmake --build @​jameslamb (#6368)
• [docs] remove language about CUDA version being experimental (fixes #6340) @​jameslamb (#6371)

🧰 Maintenance

• release v4.4.0 @​jameslamb (#6439)
• [python-package] add a few type hints in LGBMModel.fit() @​jameslamb (#6470)
• [python-package] clarify max_depth warning and limit when it is emitted @​jameslamb (#6402)
• [ci] upgrade linters to latest version @​jameslamb (#6472)

... (truncated)

Commits

• 271d1ff release v4.4.0 (#6439)
• ad1237d [ci] [python-package] add arm64 macOS wheels (#6391)
• 4e74403 [R-package] ensure use of interaction_constraints does not lead to features b...
• 1e7ebc5 [python-package] Add support for NumPy 2.0, test against nightly versions of ...
• 6392682 [R-package] skip integer categorical feature check when building dataset subs...
• 4401401 [python-package] add a few type hints in LGBMModel.fit() (#6470)
• 8579d5e [python-package] clarify max_depth warning and limit when it is emitted (#6402)
• e0cda88 [python-package] remove uses of deprecated NumPy random number generation API...
• ebac9e8 [ci] upgrade linters to latest version (#6472)
• 89a4704 [ci] [R-package] add new linters from {lintr} 3.1.1 (#6471)
• Additional commits viewable in compare view

Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting @dependabot rebase.

---

Dependabot commands and options

You can trigger Dependabot actions by commenting on this PR: - `@dependabot rebase` will rebase this PR - `@dependabot recreate` will recreate this PR, overwriting any edits that have been made to it - `@dependabot merge` will merge this PR after your CI passes on it - `@dependabot squash and merge` will squash and merge this PR after your CI passes on it - `@dependabot cancel merge` will cancel a previously requested merge and block automerging - `@dependabot reopen` will reopen this PR if it is closed - `@dependabot close` will close this PR and stop Dependabot recreating it. You can achieve the same result by closing it manually - `@dependabot show ignore conditions` will show all of the ignore conditions of the specified dependency - `@dependabot ignore this major version` will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself) - `@dependabot ignore this minor version` will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself) - `@dependabot ignore this dependency` will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself)