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microsoft/lightgbm

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

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Light Gbm v3.3.4

Light Gbm: v3.3.4 Release

Release date:

December 29, 2022

Previous version:

v3.3.3 (released October 10, 2022)

Magnitude:

893 Diff Delta

Contributors:

6 total committers

Data confidence:

Commits:

33 Commits in this Release

Ordered by the degree to which they evolved the repo in this version.

remove pin on scikit-learn and skip all the load_boston() tests

Authored December 29, 2022

[CUDA] Add multiclass_ova objective for cuda_exp (#5491)

Authored November 6, 2022

[python-package] prefix several internal functions with _ (#5545)

Authored November 4, 2022

[ci] switch to manylinux_2_28 for Linux artifacts (fixes #5514, fixes #5589) (#5580)

Authored November 21, 2022

[ci] fix R-package CI jobs and compatibility with OpenMP 15+ (fixes #5549, #5562) (#5563)

Authored November 2, 2022

remove dask pin and use R 4.2.2 in CI

Authored December 6, 2022

Auto-update configure

Authored December 6, 2022

[docs] bump development version to 3.3.3.99 (#5533)

Authored November 3, 2022

try pinning dependencies

Authored December 8, 2022

[ci] prefer CPython in Windows test environment and use safer approach for cleaning up network (fixes #5509) (#5510)

Authored October 7, 2022

more pinning to old versions

Authored December 14, 2022

prefer 'vsnprintf' to 'vsprintf' (#5561)

Authored November 21, 2022

try capping python version

Authored December 14, 2022

ceiling on dask too

Authored December 9, 2022

ceiling on scikit-learn

Authored December 14, 2022

fix R 4.2.2 builds

Authored December 6, 2022

fix detection of QEMU in pinning dependencies

Authored December 29, 2022

looser scikit-learn pin to try to get QEMU builds working

Authored December 29, 2022

fix QEMU

Authored December 24, 2022

update VERSION.txt to 3.3.4

Authored December 6, 2022

use xcode 14.1 on macOS-latest

Authored December 6, 2022

[ci] upgrade macOS_regular job to Python 3.9 (fixes #5569) (#5570)

Authored November 3, 2022

[ci] prefer CPython in Linux and macOS test environment (#5555)

Authored November 3, 2022

[docs] Improve docs: fix consistency of dots in C API and add notes about new ``time-costs`` Python-package build option (#5554)

Authored November 3, 2022

[python-package] remove unused imports (#5559)

Authored November 4, 2022

[tests][dask] fix workers without data test (fixes #5537) (#5544)

Authored November 21, 2022

[ci] switch from MiKTeX to tinytex on Windows R jobs (fixes #5600) (#5602)

Authored November 25, 2022

empty commit

Authored December 6, 2022

[R-package] [docs] use CRAN canonical form for package links (#5504)

Authored October 7, 2022

[ci] [R-package] use R 4.2.1 in Windows CI jobs (fixes #4881) (#5503)

Authored October 9, 2022

[ci] run CI on pull requests targeting release/ branches (#5527)

Authored October 8, 2022

[ci] test against R 4.2 for macOS and Linux CI jobs (#5484)

Authored September 15, 2022

fix numpy constraint

Authored December 14, 2022

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Top Contributors in v3.3.4

jameslamb

shiyu1994

Madnex

GitHubActionsBot

StrikerRUS

jmoralez

Directory Browser for v3.3.4

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Release Notes Published

Changes

This is a special release, put up to prevent the R package from being archived on CRAN.

See #5618 and #5619 for context.

This release only contains the changes, relative to v3.3.3, necessary to prevent removal of the R package from CRAN.

💡 New Features

None

🔨 Breaking

None

🚀 Efficiency Improvement

None

🐛 Bug Fixes

prefer 'vsnprintf' to 'vsprintf' @jameslamb (#5561)

📖 Documentation

None

🧰 Maintenance

[ci] test against R 4.2.2 @jameslamb (#5621)