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Support graded (mean) average precision metric for ranking

feature request

Status: Open.

#7021 In microsoft/LightGBM;

· pgrinspan opened on Sep 5, 2025

logging improvements

feature request

Status: Open.

#6984 In microsoft/LightGBM;

· AnyCPU opened on Jul 28, 2025

Built-in R2 (R-squared) metric

feature request

Status: Open.

#6983 In microsoft/LightGBM;

· jameslamb opened on Jul 28, 2025

[c++] update Boost to at least 1.86

feature request

Status: Open.

#6968 In microsoft/LightGBM;

· jameslamb opened on Jul 10, 2025

[ci] [python-package] support Windows on arm64

feature request

maintenance

Status: Open.

#6967 In microsoft/LightGBM;

· jameslamb opened on Jul 9, 2025

[CUDA] RollbackOneIter is not supported for CUDA version with multi-GPU

feature request

gpu (CUDA)Issue is related to the CUDA GPU variant.Issue is related to the CUDA GPU variant.

Status: Open.

#6944 In microsoft/LightGBM;

· shiyu1994 opened on Jun 17, 2025

[CUDA] support leaf value renewing for CUDA version with multi-GPU

feature request

gpu (CUDA)Issue is related to the CUDA GPU variant.Issue is related to the CUDA GPU variant.

Status: Open.

#6943 In microsoft/LightGBM;

· shiyu1994 opened on Jun 17, 2025

[CUDA] support bagging in multi-GPU mode

feature request

gpu (CUDA)Issue is related to the CUDA GPU variant.Issue is related to the CUDA GPU variant.

Status: Open.

#6942 In microsoft/LightGBM;

· shiyu1994 opened on Jun 17, 2025

[ci] [python-package] [R-package] support MUSL-based Linux distributions (like Alpine)

feature request

maintenance

r-package

Status: Open.

#6829 In microsoft/LightGBM;

· jameslamb opened on Feb 15, 2025

[RFC] [CUDA] distribute Python wheels with CUDA support

feature request

gpu (CUDA)Issue is related to the CUDA GPU variant.Issue is related to the CUDA GPU variant.

Status: Open.

#6828 In microsoft/LightGBM;

· jameslamb opened on Feb 15, 2025

[R-package] Support installing from GitHub repo via <code>remotes::install_github()</code> or <code>pak::pak()</code>

feature request

r-package

Status: Open.

#6809 In microsoft/LightGBM;

· eitsupi opened on Feb 1, 2025

Implement out of bag predictions in Random Forest mode

feature request

Status: Open.

#6805 In microsoft/LightGBM;

· oliviermeslin opened on Jan 28, 2025