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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 v2.2.3

Light Gbm: v2.2.3 Release

Release date:
February 5, 2019
Previous version:
v2.2.2 (released November 6, 2018)
Magnitude:
2,436 Diff Delta
Contributors:
14 total committers
Data confidence:
Commits:
65 impacting commits

65 Commits in this Release

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

[tests][python] added tests for metrics' behavior and fixed case for multiclass task with custom objective (#1954)
Authored January 27, 2019
Fix bugs in RF (#1906)
Authored December 17, 2018
support to override some parameters in Dataset (#1876)
Authored January 23, 2019
improved model loading routines (#1979)
Authored February 2, 2019
[python] added get_data() method to Dataset class (#1870)
Authored December 20, 2018
[python] convert datatable to numpy directly (#1970)
Authored February 4, 2019
fix nan in eval results (#1973)
Authored January 30, 2019
[R] Fix multiclass demo (#1940)
Authored January 19, 2019
[tests][python] added test for huge string model (#1964)
Authored January 30, 2019
[python] added OpenMP options for python-package installation (#1975)
Authored February 2, 2019
fix #1981
Authored January 31, 2019
[docs] added download artifacts badge (#1883)
Authored December 8, 2018
fix trival typo (#1915)
Authored December 20, 2018
fix bug for one-class binary (#1877)
Authored November 25, 2018
Reserve vectors, to save reallocation costs. (#1949)
Authored January 16, 2019
[python] fix creating train_set in fit (#1916)
Authored December 20, 2018
[ci][docs] updated temp fix for warning written to stderr, fixed conda permissions and updated bench link (#1849)
Authored November 21, 2018
[ci] Change conda install location (#1855)
Authored November 21, 2018
[CPP] disable early stopping in dart (#1894)
Authored December 10, 2018
fix #1994
Authored February 3, 2019
[docs] updated list of external repos in README (#1848)
Authored November 21, 2018
add average_output & objective fields to JSON format (#1850)
Authored November 23, 2018
fix more edge cases in mape (#1977)
Authored January 29, 2019
fix R's overflow (#1960)
Authored January 30, 2019
[docs] fixed minor typos in documentation (#1959)
Authored January 22, 2019
fix offset in score_updater.
Authored November 25, 2018
When loading a binary file, take feature penalty and monotone constraints from config if given there. (#1881)
Authored January 16, 2019
autoincrement year in NuGet description (#1948)
Authored January 15, 2019
[R-package] Fix demos not using lgb.Dataset.create.valid (#1993)
Authored February 4, 2019
removed warnings about types in comparison ([-Wsign-compare]) (#1953)
Authored January 18, 2019
[python][R][docs] added possibility to install with Visual Studio 2019 Preview (#1956)
Authored January 27, 2019
update Xcode on Travis (#1825)
Authored November 6, 2018
[python] disabled early stopping in dart mode (#1895)
Authored December 10, 2018
[R] add reset_data in lgb.cv (#1874)
Authored December 1, 2018
use latest Sphinx with rstcheck (#1836)
Authored November 11, 2018
slightly refactored ci tests script (#1827)
Authored November 6, 2018
Update build_r.R (#1918)
Authored December 24, 2018
[ci] refined command status check (#1980)
Authored February 2, 2019
Found error from #1939 (#1974)
Authored January 28, 2019
new version for master branch (#1824)
Authored November 7, 2018

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Top Contributors in v2.2.3

guolinke
StrikerRUS
maximilianeber
henry0312
lingxz
shahzadlone
Laurae2
dmitryikh
jameslamb
remcob-gr

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