GitHub / microsoft/LightGBM issues and pull requests
#6463 - [ci] further simplify CI configurations
Pull Request -
State: closed - Opened by jameslamb about 1 year ago
- 5 comments
Labels: maintenance
#6462 - Uncertainty in LightGBM (again)
Issue -
State: open - Opened by francescomandruvs about 1 year ago
- 4 comments
Labels: question
#6461 - [python-package] How to refit a classifier?
Issue -
State: open - Opened by TheLegendAli about 1 year ago
- 4 comments
Labels: question
#6460 - Any suggestions for predicting all values to be 0?
Issue -
State: closed - Opened by MatthewZhuang about 1 year ago
- 2 comments
Labels: question
#6459 - [python-package] drop Python 3.6 support, add Python 3.12
Pull Request -
State: closed - Opened by jameslamb about 1 year ago
- 5 comments
Labels: breaking
#6458 - [ci] simplify CI configurations, parallelize compilation, test CUDA on Ubuntu 22.04
Pull Request -
State: closed - Opened by jameslamb about 1 year ago
- 2 comments
Labels: maintenance
#6457 - [cmake] switch to FindCUDAToolkit
Pull Request -
State: closed - Opened by characat0 about 1 year ago
- 4 comments
Labels: maintenance
#6456 - Lightgbm trains much slower than catboost.
Issue -
State: closed - Opened by fengshansi about 1 year ago
- 16 comments
Labels: question, awaiting response
#6455 - LightGBM failed to testlightgbm.exe on MSVC
Issue -
State: closed - Opened by Shinoyang about 1 year ago
- 2 comments
#6454 - [python-package] NumPy 2.0 support
Issue -
State: closed - Opened by jameslamb about 1 year ago
- 2 comments
Labels: maintenance
#6453 - [ci]: Bump actions/checkout from 1 to 4 in the ci-dependencies group
Pull Request -
State: closed - Opened by dependabot[bot] about 1 year ago
- 5 comments
Labels: maintenance
#6452 - Update dockerfile.gpu
Pull Request -
State: closed - Opened by NisuSan about 1 year ago
- 8 comments
Labels: awaiting response, in progress, fix
#6451 - [cmake] always target Windows SDK v10.x when using Visual Studio generators (fixes #6448)
Pull Request -
State: closed - Opened by jameslamb about 1 year ago
- 6 comments
Labels: fix
#6450 - [docker] Update Tutorial for Installing LightGBM GPU on Docker Environment
Issue -
State: open - Opened by NisuSan about 1 year ago
- 3 comments
Labels: bug
#6449 - [ci] Add dependabot configuration
Pull Request -
State: closed - Opened by borchero about 1 year ago
- 1 comment
Labels: maintenance
#6448 - CMake `__BUILD_FOR_R` fails to find R source files
Issue -
State: closed - Opened by david-cortes about 1 year ago
- 5 comments
Labels: r-package
#6447 - [python-package] make LGBMDeprecationWarning inherit from FutureWarning
Pull Request -
State: closed - Opened by jameslamb about 1 year ago
- 8 comments
Labels: maintenance
#6446 - [R-package] [python-package] deprecate Dataset arguments to cv() and train()
Pull Request -
State: closed - Opened by jameslamb about 1 year ago
- 4 comments
Labels: maintenance
#6445 - [docs] ensure pkgdown site index accurately reflects R-package public API (fixes #6444)
Pull Request -
State: closed - Opened by jameslamb about 1 year ago
- 2 comments
Labels: doc
#6444 - [docs] readthedocs builds are broken
Issue -
State: closed - Opened by jameslamb about 1 year ago
- 2 comments
Labels: bug, r-package, doc
#6443 - deprecate HDFS support
Pull Request -
State: closed - Opened by jameslamb about 1 year ago
- 2 comments
Labels: maintenance
#6442 - [R-package] skip integer categorical feature check when building dataset subset (fixes #6412)
Pull Request -
State: closed - Opened by jmoralez about 1 year ago
- 10 comments
Labels: fix
#6441 - [python-package] Error in installation in github MacOS runners
Issue -
State: closed - Opened by shreyasvinaya about 1 year ago
- 3 comments
Labels: question
#6440 - [RFC] provide Python/R implementations of all the built-in objectives?
Issue -
State: open - Opened by jameslamb about 1 year ago
- 5 comments
Labels: feature request, doc
#6439 - release v4.4.0
Pull Request -
State: closed - Opened by jameslamb about 1 year ago
- 22 comments
Labels: maintenance
#6438 - WIP: [ci] update GitHub Actions
Pull Request -
State: closed - Opened by jameslamb about 1 year ago
- 3 comments
Labels: maintenance
#6437 - (transferred) [python-package] how to install the Python package from source?
Issue -
State: closed - Opened by jameslamb about 1 year ago
- 7 comments
Labels: question
#6436 - [RFC] remove HDFS support?
Issue -
State: closed - Opened by jameslamb about 1 year ago
- 3 comments
Labels: question
#6435 - [RFC] remove 'categorical_feature' and 'feature_name' parameters in cv() and train()
Issue -
State: closed - Opened by jameslamb about 1 year ago
- 8 comments
Labels: question, awaiting review
#6434 - [R-package] [ci] Manually install 'Matrix' (fixes #6433)
Pull Request -
State: closed - Opened by jameslamb about 1 year ago
- 3 comments
Labels: maintenance
#6433 - [R-package] latest {Matrix} requires R>=4.4.0
Issue -
State: closed - Opened by jameslamb about 1 year ago
- 1 comment
Labels: r-package
#6432 - [R-package] always name the shared library 'lightgbm', not 'lib_lightgbm'
Pull Request -
State: closed - Opened by jameslamb about 1 year ago
- 1 comment
Labels: maintenance
#6431 - [python-package] bug : dump_model json loads failed
Issue -
State: closed - Opened by Fhwang0926 about 1 year ago
- 3 comments
#6430 - C API refitting
Issue -
State: open - Opened by eightreal about 1 year ago
- 6 comments
Labels: question
#6429 - Change cxx standard from 11 to 14 in CMake
Pull Request -
State: closed - Opened by donaldkuck over 1 year ago
- 6 comments
Labels: breaking
#6428 - [python-package] respect 'verbose' setting when using custom objective function (fixes #6014)
Pull Request -
State: closed - Opened by jameslamb over 1 year ago
- 1 comment
Labels: fix
#6427 - GPU-built classifier crashes on "Compiling OpenCL Kernel with x bins"
Issue -
State: closed - Opened by dmedora over 1 year ago
- 1 comment
Labels: question
#6426 - upgrade CMake in dockerfile-cli (fixes #6420)
Pull Request -
State: closed - Opened by narumiruna over 1 year ago
- 2 comments
Labels: fix
#6425 - [ci] Skip Arrow tests on AppVeyor, use Intel macOS runners, upgrade to XCode 14.3 on macOS jobs, disable MacOS MPI jobs
Pull Request -
State: closed - Opened by borchero over 1 year ago
- 13 comments
Labels: maintenance
#6424 - [WIP] Add chosen metric argument to clarify early stopping behaviour
Pull Request -
State: open - Opened by sami-ka over 1 year ago
- 3 comments
Labels: in progress, feature
#6423 - [python-package] First metric is not used for early stopping
Issue -
State: open - Opened by sami-ka over 1 year ago
Labels: feature request
#6422 - checkpoint can't be loaded on MacOS with M3
Issue -
State: closed - Opened by guxiaobo over 1 year ago
- 13 comments
Labels: bug
#6421 - Memory not being returned to OS on calling C.LGBM_BoosterFree
Issue -
State: closed - Opened by alzio2607 over 1 year ago
- 17 comments
Labels: question
#6420 - Failed to build by docker
Issue -
State: closed - Opened by BrikeX over 1 year ago
- 4 comments
Labels: bug
#6419 - Continue traing by C_API
Issue -
State: open - Opened by eightreal over 1 year ago
- 3 comments
Labels: question
#6418 - [cmake] [c++] use .dylib extension unconditionally on macOS
Pull Request -
State: closed - Opened by jameslamb over 1 year ago
- 4 comments
Labels: breaking
#6417 - [python-package] CUDA version not truly installing
Issue -
State: closed - Opened by T-Flet over 1 year ago
- 5 comments
Labels: duplicate, question
#6416 - [ci] clean source directory at the beginning of every Azure DevOps build
Pull Request -
State: closed - Opened by jameslamb over 1 year ago
- 9 comments
Labels: maintenance
#6415 - Q：error in predict
Issue -
State: closed - Opened by JankinTian over 1 year ago
- 1 comment
Labels: question
#6414 - [python-package] fix retrain on sequence dataset
Pull Request -
State: open - Opened by eromoe over 1 year ago
- 5 comments
Labels: fix
#6413 - [python-package] Can't continued training on Dataset with SequenceDataset(lgb.Sequence)
Issue -
State: open - Opened by eromoe over 1 year ago
Labels: bug
#6412 - [R-package] lgb.cv() fails with categorical features
Issue -
State: closed - Opened by MathiasAmbuehl over 1 year ago
- 4 comments
Labels: bug, r-package
#6411 - LGBMClassifier gives non-deterministic outputs with very low AUC score compared to xgboost and catboost
Issue -
State: closed - Opened by sktin over 1 year ago
- 3 comments
Labels: question
#6410 - [c++] remove unused variable 'need_connect_cnt'
Pull Request -
State: closed - Opened by jameslamb over 1 year ago
- 1 comment
Labels: maintenance
#6409 - [c++] remove uses of '..' in headers
Pull Request -
State: closed - Opened by jameslamb over 1 year ago
- 3 comments
Labels: maintenance
#6408 - score belong to different target classes. class 0 when init_score is given else 1
Issue -
State: closed - Opened by i-plusplus over 1 year ago
- 3 comments
Labels: question
#6407 - [ci] Fix Azure Pipeline Agents
Pull Request -
State: closed - Opened by shiyu1994 over 1 year ago
- 5 comments
Labels: maintenance
#6406 - [python-package] allow use of early_stopping_round<=0 to turn off early stopping (fixes #6401)
Pull Request -
State: closed - Opened by ddelzell over 1 year ago
- 10 comments
Labels: fix
#6405 - Classifier predict numerical precision issue with large raw_score
Issue -
State: open - Opened by drblarg over 1 year ago
- 4 comments
Labels: question
#6404 - [python-package] `init_score` causes the predictions different
Issue -
State: closed - Opened by oooo26 over 1 year ago
- 7 comments
Labels: question
#6403 - [python-package] prevent build-python.sh from modifying already-installed dependencies
Pull Request -
State: closed - Opened by jameslamb over 1 year ago
- 1 comment
Labels: maintenance
#6402 - [python-package] clarify max_depth warning and limit when it is emitted
Pull Request -
State: closed - Opened by jameslamb over 1 year ago
- 3 comments
Labels: maintenance
#6401 - [python-package] Early stopping callback added when early_stopping_round = 0
Issue -
State: closed - Opened by ddelzell over 1 year ago
- 14 comments
Labels: bug
#6400 - [python-package] LGBM hangs with high number of categories
Issue -
State: closed - Opened by mavillan over 1 year ago
- 3 comments
Labels: duplicate
#6399 - [GPU] Kernel crashed when using GPU
Issue -
State: closed - Opened by JuseTiZ over 1 year ago
- 6 comments
Labels: question
#6398 - [R-package] expose start_iteration to dump/save/lgb.model.dt.tree
Pull Request -
State: closed - Opened by mayer79 over 1 year ago
- 5 comments
Labels: feature
#6397 - [R-package] Expose start_iteration to dump/save/lgb.model.dt.tree
Issue -
State: closed - Opened by mayer79 over 1 year ago
- 1 comment
Labels: feature request, r-package
#6396 - [docs] document how to use a custom objective function via the C API
Pull Request -
State: closed - Opened by parsiad over 1 year ago
- 2 comments
Labels: doc
#6395 - [ci] reduce hard-coding of host architecture
Pull Request -
State: closed - Opened by jameslamb over 1 year ago
- 1 comment
Labels: maintenance
#6394 - remove unnecessary omp single that cause deadlock (fixes #6273)
Pull Request -
State: closed - Opened by morokosi over 1 year ago
- 2 comments
Labels: fix
#6393 - LGBM_BoosterUpdateOneIterCustom requires objective_func_ not null
Issue -
State: closed - Opened by parsiad over 1 year ago
- 3 comments
Labels: question
#6392 - [QUESTION] Adding trees manually on txt file
Issue -
State: closed - Opened by NDanies over 1 year ago
- 3 comments
Labels: question
#6391 - [ci] [python-package] add arm64 macOS wheels
Pull Request -
State: closed - Opened by jameslamb over 1 year ago
- 5 comments
Labels: feature
#6390 - [Question] Setting values for linear coefficient
Issue -
State: open - Opened by velezbeltran over 1 year ago
- 5 comments
Labels: feature request
#6389 - Custom loss for LightGBM lead to negative probability prediction
Issue -
State: closed - Opened by ahalaha over 1 year ago
- 3 comments
Labels: question
#6388 - [Question] SHAP library: Is it possible to have a node in LightGBM that has no coverage (no samples assigned to it)?
Issue -
State: closed - Opened by NegatedObjectIdentity over 1 year ago
- 3 comments
Labels: question
#6387 - Segmentation fault when use compilation option -DUSE_TIMETAG=ON
Issue -
State: open - Opened by Piao-WU over 1 year ago
- 2 comments
Labels: question
#6386 - Segmentation fault when use compilation option -DUSE_TIMETAG=ON
Issue -
State: closed - Opened by Piao-WU over 1 year ago
- 1 comment
Labels: invalid
#6385 - [python-package] UserWarning with num_iterations
Issue -
State: closed - Opened by JAroyan over 1 year ago
- 4 comments
Labels: duplicate
#6384 - [python-package] Can't retrieve best_iteration after Optuna optimization
Issue -
State: open - Opened by YingJie-Zhao over 1 year ago
- 18 comments
Labels: question
#6383 - Warning when using sparse categorical values
Issue -
State: open - Opened by mjalse over 1 year ago
- 1 comment
Labels: question
#6382 - Uncertainty and Prediction Intervals in LightGBM
Issue -
State: open - Opened by tiagoleonmelo over 1 year ago
- 15 comments
Labels: question
#6381 - WIP: [ci] [R-package] re-enable clang-18 testing (fixes #6369)
Pull Request -
State: closed - Opened by jameslamb over 1 year ago
- 2 comments
Labels: maintenance
#6380 - [R-package] lightgbm::lgb.model.dt.tree() error caused by lgb.dump() error with large models
Issue -
State: open - Opened by p-schaefer over 1 year ago
- 12 comments
Labels: r-package
#6379 - CentOS7 LGBM_BoosterSaveModel succeed but without model files
Issue -
State: open - Opened by ZoeZhang91 over 1 year ago
- 2 comments
Labels: question
#6378 - [R-package] how do I build a GPU-enabled version of the R package?
Issue -
State: closed - Opened by nipnipj over 1 year ago
- 9 comments
Labels: question, r-package
#6377 - [R-package] ensure use of interaction_constraints does not lead to features being ignored
Pull Request -
State: closed - Opened by mayer79 over 1 year ago
- 7 comments
Labels: fix
#6376 - [R-package] [python-package] More convenient API for interaction_constraints
Issue -
State: open - Opened by mayer79 over 1 year ago
- 11 comments
Labels: r-package
#6375 - [ci] raise floors on CI dependencies
Pull Request -
State: closed - Opened by jameslamb over 1 year ago
- 4 comments
Labels: maintenance
#6374 - [ci] [R-package] re-enable r-sanitizers jobs (fixes #6367)
Pull Request -
State: closed - Opened by jameslamb over 1 year ago
- 2 comments
Labels: maintenance
#6373 - [ci] prevent trailing whitespace, ensure files end with newline
Pull Request -
State: closed - Opened by jameslamb over 1 year ago
- 1 comment
Labels: maintenance
#6372 - [ci] [python-package] remove unused flake8 configuration
Pull Request -
State: closed - Opened by jameslamb over 1 year ago
- 1 comment
Labels: maintenance
#6371 - [docs] remove language about CUDA version being experimental (fixes #6340)
Pull Request -
State: closed - Opened by jameslamb over 1 year ago
- 1 comment
Labels: doc
#6370 - [ci] put ceiling on graphviz in Python 3.7 jobs
Pull Request -
State: closed - Opened by jameslamb over 1 year ago
- 3 comments
Labels: maintenance
#6369 - [ci] [R-package] clang-18 jobs failing
Issue -
State: open - Opened by jameslamb over 1 year ago
- 1 comment
Labels: maintenance
#6368 - [docs] [ci] encourage use of `cmake --build`
Pull Request -
State: closed - Opened by jameslamb over 1 year ago
- 5 comments
Labels: doc
#6367 - [ci] [R-package] r-sanitizers jobs segfaulting while installing packages
Issue -
State: closed - Opened by jameslamb over 1 year ago
- 6 comments
Labels: maintenance
#6366 - [ci] [R-package] macOS CI jobs failing: "Download failed on Cask 'basictex'"
Issue -
State: closed - Opened by jameslamb over 1 year ago
- 3 comments
Labels: maintenance
#6365 - [ci] [python-package] [dask] some CI jobs broken, others skipping Dask tests
Issue -
State: closed - Opened by jameslamb over 1 year ago
- 5 comments
Labels: maintenance, dask
#6364 - [R-package] Speed-up lgb.importance()
Pull Request -
State: closed - Opened by mayer79 over 1 year ago
- 9 comments
Labels: efficiency