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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.
https://lightgbm.readthedocs.io/en/latest/
MIT License
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[ci] aarch64 python-package job failing: "cannot allocate memory in static TLS block"
#6509
jameslamb
opened
1 day ago
1
WIP: [ci] [R-package] run 'R CMD check' as a foreground task
#6508
jameslamb
opened
1 day ago
0
Integration of lightgbmmodeloptimizer package
#6507
Rajat376
opened
3 days ago
2
unclear how to prepare data for `lambdarank_position_bias_regularization` option
#6506
greyowl
opened
4 days ago
2
LightGBM\include\LightGBM/utils/common.h(33,10): fatal error C1083: Cannot open include file: 'fast_double_pa rser.h': No such file or directory
#6505
CRossel87a
closed
4 days ago
6
[ci] fix some shellcheck errors in scripts
#6504
shreyash2002
opened
5 days ago
2
[ci] resolve shellcheck errors in .ci/check_python_dists.sh
#6503
Kunal-Singh-Dadhwal
opened
5 days ago
0
[R-package] Use `Rf_`-prefixed versions of protect/unprotect
#6502
david-cortes
closed
1 week ago
0
[ci] resolve shellcheck errors in .ci/test_r_packages.sh
#6501
Kunal-Singh-Dadhwal
closed
6 days ago
14
[R-package]: add num_trees_per_iter, num_trees, and num_iter methods
#6500
mayer79
opened
1 week ago
1
[docs] [R-package] update cran-comments.md
#6499
jameslamb
closed
1 week ago
0
[ci] enforce 'shellcheck' checks
#6498
jameslamb
opened
1 week ago
0
[ci] reduce repetition of BUILD_DIRECTORY in CI scripts
#6497
jameslamb
closed
1 week ago
1
[ci] remove OpenMP / MKL workaround in CI jobs
#6496
jameslamb
closed
1 week ago
0
[ci] [docs] fix link-checks job
#6495
jameslamb
closed
1 week ago
0
WIP: [ci] [R-package] add arm64 macOS R-package CI job (fixes #6481)
#6494
jameslamb
opened
1 week ago
0
[python-package] Change build settings to set strict-config to false
#6493
Jorricks
closed
1 week ago
2
Error while using "LightGMB" on Fabric
#6492
promisinganuj
closed
1 week ago
1
[c++] Segmentation fault when use parallel_tree_learner method when number of categories of one feature larger than 28 (default max_cat_to_onehot-4).
#6491
moming39
opened
1 week ago
0
[docs] remove pmml redirect, simplify some other docs
#6490
jameslamb
closed
1 week ago
2
Some improvements to handling of OpenMP on macOS
#6489
barracuda156
opened
1 week ago
9
[ci] remove unnecessary package installations in CI
#6488
jameslamb
closed
1 week ago
1
[ci] [python-package] run macOS x86_64 tests on macOS 12 (Monterey), stop manually setting macOS wheel tags
#6487
jameslamb
closed
1 week ago
0
Tests fail to open the file examples/binary_classification/binary.test
#6486
yurivict
opened
1 week ago
1
bump development version to 4.4.0.99
#6485
jameslamb
closed
1 week ago
0
[CMake] Use CMAKE_MSVC_RUNTIME_LIBRARY to apply /MT
#6484
hcho3
opened
2 weeks ago
0
chore: update dataset_loader.cpp
#6483
eltociear
closed
1 week ago
3
LightGBM contributions
#6482
Arup-Chauhan
closed
2 weeks ago
2
[ci] [R-package] Add a CI job testing the R package on arm64 macOS
#6481
jameslamb
opened
2 weeks ago
0
Inquiry about Release Date for GPU Training Bug "bin size 257" FIX
#6480
RunxingZhong
closed
2 weeks ago
1
[python-package] reset_parameter() segfaults when passing an unrecognized parameter
#6479
chris-hite-akuna
opened
2 weeks ago
3
Avoid copy on Refit
#6478
cbourjau
opened
2 weeks ago
3
Windows 7 runtime error
#6477
ruisnowy
opened
2 weeks ago
3
[DO NOT MERGE] [R-package] [ci] investigate R CI failures
#6476
jameslamb
closed
2 weeks ago
2
Clarification on Early Stopping Behavior with Multiple eval_set in LightGBM
#6475
JuseTiZ
closed
2 weeks ago
2
[docs] add recommendations on memory management / reducing memory usage
#6474
jameslamb
opened
2 weeks ago
0
[ci]: Bump actions/checkout from 3 to 4 in the ci-dependencies group
#6473
dependabot[bot]
closed
3 weeks ago
2
[ci] upgrade linters to latest version
#6472
jameslamb
closed
3 weeks ago
0
[ci] [R-package] add new linters from {lintr} 3.1.1
#6471
jameslamb
closed
3 weeks ago
0
[python-package] add a few type hints in LGBMModel.fit()
#6470
jameslamb
closed
3 weeks ago
0
[GPU] lightgbm.basic.LightGBMError: Check failed: (best_split_info.left_count) > (0), lightgbm.basic.LightGBMError: Check failed: (best_split_info.right_count) > (0)
#6469
Oct4Pie
opened
4 weeks ago
0
[python-package] remove uses of deprecated NumPy random number generation APIs, require 'numpy>=1.17.0'
#6468
jameslamb
closed
3 weeks ago
1
[python-package] Add support for NumPy 2.0, test against nightly versions of dependencies (fixes #6454)
#6467
jameslamb
closed
2 weeks ago
1
[ci] CUDA 11.8 wheel (gcc) CI jobs failing: 'libomp.so.5: no such file or directory'
#6466
jameslamb
closed
1 month ago
0
[ci] fix CUDA 11.8 builds (fixes #6466)
#6465
jameslamb
closed
1 month ago
5
Can not predict with multithread?
#6464
Jason0401
opened
1 month ago
5
[ci] further simplify CI configurations
#6463
jameslamb
closed
1 month ago
4
Uncertainty in LightGBM (again)
#6462
francescomandruvs
opened
1 month ago
4
[python-package] How to refit a classifier?
#6461
TheLegendAli
opened
1 month ago
4
Any suggestions for predicting all values to be 0?
#6460
MatthewZhuang
closed
1 month ago
1
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