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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 v2.0.3

Light Gbm: v2.0.3 Release

Release date:
June 25, 2017
Previous version:
v2.0 (released May 3, 2017)
Magnitude:
22,538 Diff Delta
Contributors:
16 total committers
Data confidence:
Commits:
178 impacting commits

178 Commits in this Release

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

Initial GPU acceleration support for LightGBM (#368)
Authored April 9, 2017
Revert "[WIP]faster histogram sum up" (#422)
Authored April 17, 2017
Documentation for GPU installation on Windows (#409)
Authored April 17, 2017
faster histogram sum up (#418)
Authored April 16, 2017
Move all prediction transform to the objective. (#383)
Authored April 6, 2017
Compile R package by custom tool chain. (#584)
Authored June 5, 2017
Handle for missing values (#516)
Authored May 15, 2017
refine prediction logic. (#395)
Authored April 10, 2017
Add Some More GPU documentation (#401)
Authored April 12, 2017
Support early stopping of prediction in CLI (#565)
Authored May 30, 2017
Add more details about GPU (correspondence, targeting) (#423)
Authored April 18, 2017
remove some files.
Authored April 24, 2017
[R-package] Add lgb.convert from smart matrix building (#561)
Authored May 28, 2017
re-write test cases: remove global template (#479)
Authored May 2, 2017
improve speed of regression task. (#381)
Authored April 5, 2017
python: use pytest for tests (#498)
Authored May 11, 2017
[MRG] translate model to if-else (#469)
Authored April 28, 2017
Add key events file (#429)
Authored April 19, 2017
Add prediction early stopping (#550)
Authored May 29, 2017
Initial commit for Read the Docs (#489)
Authored May 4, 2017
Fix compilation problems with MSVC (#443)
Authored April 23, 2017
[python] Submit to PyPI (#635)
Authored June 20, 2017
R-package version to 0.2 (#592)
Authored June 6, 2017
[MRG] auto replace gbdt::prediction with if-else prediction (#482)
Authored May 2, 2017
fix some light omp loop .
Authored April 7, 2017
travis osx support (#642)
Authored June 22, 2017
fix subset bug.
Authored April 26, 2017
Adding ability to load model from string in R (#472)
Authored May 5, 2017
add best score (#413)
Authored April 15, 2017
support release by CI
Authored June 25, 2017
Update parameter values Microsoft/LightGBM@18d6a90 (#414)
Authored April 13, 2017
Add more FAQ issues (#555)
Authored May 27, 2017
support kwargs for sklearn (#577)
Authored June 2, 2017
fix #520
Authored May 16, 2017
[python-package] change default best_iteration to 0 (#495)
Authored May 6, 2017
Instruction for R-package installation with precompiled dll/lib (#598)
Authored June 6, 2017
revert the multi-class loss.
Authored April 17, 2017
fix the split functions.
Authored June 6, 2017
lambdarank cv (#459)
Authored April 26, 2017
fix bug in continued-train.
Authored May 1, 2017

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Top Contributors in v2.0.3

guolinke
Laurae2
huanzhang12
wxchan
henry0312
cbecker
JesseLimtiaco
fstonezst
szilard
chivee

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