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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 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:
21,026 Diff Delta
Contributors:
20 total committers
Data confidence:
---
Commits:
607 impacting commits

607 Commits in this Release

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

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
[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
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
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
undo bitwisetreechanges for clean working
Authored November 15, 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
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
lint js code
Authored November 1, 2024
fill out tests
Authored July 31, 2024
[ci] fix shellcheck warnings in CI scripts (#6646)
Authored October 13, 2024
run experiments for multiple no of trees and visualize results
Authored October 24, 2024
introduce memory restricted forest class to store params during serial tree learning and noch use the share_state class
Authored September 5, 2024
check if r-package tests are working
Authored November 12, 2024
recording feature use and split values
Authored August 13, 2024
cleaning up
Authored November 15, 2024
Memory restricted forest now has a function to insert split data and one for estimating a consumed memory of an insertion to allow checking the memory consumption while ponsering the gains of multiple splits
Authored September 16, 2024

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Top Contributors in Latest Pending

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