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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 v2.2.0

Light Gbm: v2.2.0 Release

Release date:
September 18, 2018
Previous version:
v2.1.2 (released June 22, 2018)
Magnitude:
5,962 Diff Delta
Contributors:
16 total committers
Data confidence:
Commits:
111 impacting commits

111 Commits in this Release

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

[R-package] CRAN fixes (#1499)
Authored August 29, 2018
return self (#1602)
Authored August 24, 2018
add start_iteration in model saving (#1565)
Authored August 22, 2018
add vsts ci (#1497)
Authored July 12, 2018
add support of refit-decay (#1603)
Authored August 25, 2018
Support creating Dataset from list of matrices (#1474)
Authored July 7, 2018
various improvements around metric param and early_stopping_rounds param description (#1589)
Authored August 27, 2018
fix RF's bug with MAPE & support RF with multi-class (#1637)
Authored September 11, 2018
[ci] merged CI test scripts into one (#1671)
Authored September 17, 2018
[python][examples] Added example of custom feval with sklearn wrapper (#1503)
Authored July 13, 2018
[ci] added tests with Clang/AppleClang compilation at Travis (#1522)
Authored August 13, 2018
Revert "add simple definition to vsts-ci" (#1479)
Authored June 29, 2018
[ci] rebalanced Linux tests (#1663)
Authored September 12, 2018
[test] slight C_API test refactoring (#1655)
Authored September 10, 2018
[docs] added new parameters aliases (#1537)
Authored July 25, 2018
add NumModelPerIteration and NumberOfTotalModel in C_API (#1613)
Authored August 27, 2018
[python] add possibility to predict dataset with nrow > max_int32 (#1615)
Authored August 29, 2018
fix nuget (#1569)
Authored August 26, 2018
[ci] rebalanced Windows tests (#1660)
Authored September 12, 2018
[python] fixed one-column DataFrame label and clarified input types in docstrings (#1648)
Authored September 8, 2018
[ci] merged CI setup scripts into one (#1669)
Authored September 15, 2018
[R-package] updated examples and removed dontrun guards on them in roxygen (#1626)
Authored August 31, 2018
[python] use kwargs in tree plotting functions (#1630)
Authored September 2, 2018
[python] pass params to _InnerPredictor in train and cv and verbose fix (#1628)
Authored September 6, 2018
remove unnecessary std::move & unused capture (#1596)
Authored August 21, 2018
fix load parameter (#1495)
Authored July 8, 2018
[python] Configure choice of `feature_importance_` in sklearn API (#1470)
Authored July 11, 2018
[ci] added test for parameters consistency (#1520)
Authored July 15, 2018
updated R dependencies (#1619)
Authored August 27, 2018
[ci] remove duplicated variable definitions (#1656)
Authored September 10, 2018
[test] added regression test for subsetting with group (#1654)
Authored September 10, 2018
[python] minor fixes in sklearn wrapper (#1572)
Authored August 7, 2018
Add R package test cases for feature penalties (#1484)
Authored July 4, 2018
fix include (#1586)
Authored August 16, 2018
[docs] added possibility for collapsing sections (#1594)
Authored August 23, 2018
[ci] split mpi version test into two: source and pip (#1658)
Authored September 10, 2018
support clang with openmp in vsts-ci test (#1606)
Authored August 25, 2018
updated params aliases in Python (#1549)
Authored July 31, 2018
fix lgb.cv with ndcg (#1646)
Authored September 8, 2018
Added LightGBM JAVA SWIG wrapper support for windows (#1599)
Authored August 28, 2018

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Top Contributors in v2.2.0

StrikerRUS
guolinke
jameslamb
slon
chivee
mlisovyi
imatiach-msft
rgranvil
fanliwen-8ccf
SixiangHu

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