Home » Oreps » Light Gbm » All Releases » pending_release Release
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.
Watch
0
Commit Activity
Directory Browser
Velocity History
ReleasesLatest Pending
Basic Details Issues Addressed Top Contributors Directory Browser
Light Gbm Latest Pending

Light Gbm: Latest Pending Release

Release date:
Pending release in a future version
Previous version:
v4.5.0 (released July 25, 2024)
Magnitude:
29,514 Diff Delta
Contributors:
31 total committers
Data confidence:
---
Commits:
984 impacting commits

984 Commits in this Release

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

use CUDAVector
Authored October 25, 2024
use template for linear tree learner
Authored October 18, 2024
[python-package] require `scikit-learn>=0.24.2`, make scikit-learn estimators compatible with `scikit-learn>=1.6.0dev` (#6651)
Authored October 9, 2024
get some diagnostic information about the linux runners
Authored September 2, 2024
save for debug
Authored December 17, 2024
[c++] Fix `dump_model()` information for root node (#6569)
Authored October 13, 2024
re-enable all CI
Authored September 2, 2024
add bagging by query for lambdarank
Authored August 27, 2024
revert CI changes
Authored October 28, 2024
[python-package] limit when num_boost_round warnings are emitted (fixes #6324) (#6579)
Authored September 3, 2024
[python-package] stop relying on string concatenation / splitting for cv() eval results (#6761)
Authored December 22, 2024
Add new functionality
Authored October 10, 2024
WIP - seg_fault from mrf but should be close to first sketch \n first sketch relates to global thresholds per feature global feature mapper tree local indices all in bit format and checking bit for columns
Authored November 13, 2024
[cmake] stop using file(GLOB) (#6588)
Authored August 6, 2024
[cmake] stop using file(GLOB)
Authored August 3, 2024
lightgbm_fixes.py
Authored August 30, 2024
[cmake] simplify SWIG config (#6648)
Authored September 26, 2024
[c++] Add Bagging by Query for Lambdarank (#6623)
Authored October 2, 2024
[python-package] adapt to scikit-learn 1.6 testing changes
Authored November 12, 2024
save changes
Authored August 21, 2024
experiments on covtype dataset binarized initialized
Authored October 4, 2024
minimal CPP header file generator
Authored October 17, 2024
[R-package] require lgb.Dataset for lgb.cv(), remove support for passing 'feature_name' and 'categorical_feature' to lgb.train() and lgb.cv()
Authored November 3, 2024
[GPU] Add support for linear tree with device=gpu (#6567)
Authored October 18, 2024
[python-package] adapt to scikit-learn 1.6 testing changes, pin more packages in R 3.6 CI jobs (#6718)
Authored November 15, 2024
Added review suggestions.
Authored December 24, 2024
undo bitwisetreechanges for clean working
Authored November 15, 2024
[ci] use 'Linux' runner selector for CUDA jobs
Authored December 29, 2024
added prototype to incude bit calculation for tree indices. Also subtract float for tree weight
Authored October 16, 2024
[python-package] remove support for passing 'feature_name' and 'categorical_feature' through train() and cv()
Authored October 30, 2024
WIP - saved thresholds and MinMax- somehow sometimes segmentation fault? TODO decide on how to use information
Authored October 1, 2024
use SHA
Authored September 3, 2024
update of parsetrees...
Authored November 13, 2024
improved reuse of data structures in parsemodel loop header generator
Authored November 8, 2024
Init
Authored July 31, 2024
Added lgb.plot.tree function.
Authored November 23, 2024
enabled global threshold and feature tracing via MemoryRestrictedForest class
Authored September 5, 2024
Some Cleanup and Variable for precision - still not found leaf place
Authored October 2, 2024
fix num bin for row wise in pairwise ranking
Authored November 21, 2024
lint js code
Authored November 1, 2024

Browse Other Releases

Latest Pending Unreleased 😎
v4.5.0 Released July 25, 2024
2,043 Ξ”
v4.4.0 Released June 14, 2024
5,695 Ξ”
v4.3.0 Released January 25, 2024
460 Ξ”
v4.2.0 Released December 21, 2023
3,780 Ξ”
v4.1.0 Released September 11, 2023
1,366 Ξ”
v4.0.0 Released July 13, 2023
27,929 Ξ”
v3.3.5 Released January 7, 2023
1,344 Ξ”
v3.3.4 Released December 29, 2022
893 Ξ”
v3.3.3 Released October 10, 2022
295 Ξ”
v3.3.2 Released January 6, 2022
1,124 Ξ”

Top Contributors in Latest Pending

jameslamb
shiyu1994
nina-herrmann-46af
StrikerRUS
neNasko1
jsten07
vnherdeiro
fboudry
jmoralez
raksha-224

Directory Browser for Latest Pending

We haven't yet finished calculating and confirming the files and directories changed in this release. Please check back soon.

GitClear uses cookies to ensure you get the best experience on our website. Learn more