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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 v2.1.0

Light Gbm: v2.1.0 Release

Release date:
January 25, 2018
Previous version:
v2.0.12 (released December 26, 2017)
Magnitude:
3,311 Diff Delta
Contributors:
10 total committers
Data confidence:
Commits:
47 impacting commits

47 Commits in this Release

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

Fix objective functions with zero hessian (#1199)
Authored January 16, 2018
Refine reduce scatter (#1179)
Authored January 5, 2018
[python] added option to install python-package with mpi version and possibility to pass CMake options (#1034)
Authored December 31, 2017
add gamma and tweedie regression.
Authored January 21, 2018
try to fix problem with multi-dimensional sliced object. (#1210)
Authored January 24, 2018
fix a multi-thread bug in pred_contrib
Authored January 24, 2018
fix `max_drop`. add many checks for parameters.
Authored December 29, 2017
fix #1174
Authored January 4, 2018
clean code for Dense4bitsBin
Authored January 1, 2018
Refine allgather (#1175)
Authored January 5, 2018
support use objective name to create metric.
Authored January 21, 2018
update network for non powers of 2 workers (#1178)
Authored January 5, 2018
refine output message of loading model.
Authored January 12, 2018
[python] updated multiclass objective in sklearn (#1218)
Authored January 25, 2018
[python] avoid to set all weight to 1. (#1152)
Authored December 29, 2017
[docs] aliases (#1209)
Authored January 22, 2018
[ci] boost_root and opencl_include_dir as pip options (#1161)
Authored January 3, 2018
fix #1153
Authored December 29, 2017
fix a bug in `ArgMaxAtK` (#1196)
Authored January 12, 2018
It fixes the bug in ResetGoss (issue #1192) (#1193)
Authored January 11, 2018
remove a unused variable.
Authored January 11, 2018
[R-package] Singlethread make to lower RAM usage significantly (#1141)
Authored December 27, 2017
Fix typo #1148 (#1149)
Authored December 28, 2017
[docs] added aliases for MAPE and MAP (#1204)
Authored January 18, 2018
update version
Authored January 25, 2018
fixed typos in checks (#1158)
Authored December 31, 2017
fix a bug in goss
Authored January 15, 2018
fix `output_freq` alias.
Authored January 1, 2018
[python] output warning when `silent=True` in sklern
Authored December 31, 2017
fix a silly bug (#1142)
Authored January 22, 2018
quick fix #1147
Authored December 27, 2017
add notes for ArgMaxAtK and MaxK
Authored January 15, 2018
fix a warning.
Authored December 29, 2017
fix a warning
Authored January 22, 2018
[docs] Typo (#1162)
Authored January 1, 2018
[docs] Update GPU documentations
Authored January 9, 2018
add file to vc project.
Authored January 12, 2018
[docs] Minor fix (#1164)
Authored January 2, 2018
added output_freq to aliases (#1169)
Authored January 2, 2018
[docs] Typo on #119 (#1166)
Authored January 1, 2018

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Top Contributors in v2.1.0

guolinke
StrikerRUS
qrqpjxq
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Laurae2
lgrz
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dzzxjl
ianlini
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