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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 v2.1.2

Light Gbm: v2.1.2 Release

Release date:

June 22, 2018

Previous version:

v2.1.1 (released May 1, 2018)

Magnitude:

3,161 Diff Delta

Contributors:

9 total committers

Data confidence:

Commits:

60 Commits in this Release

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

[python] decode error description (#1362)

Authored May 11, 2018

[python] tests for plot tree functions and module_INSTALLED variables (#1438)

Authored June 20, 2018

add per-feature-penalites (#1449)

Authored June 14, 2018

[python][docs] reworked predict method in sklearn wrapper and docs improvements (#1351)

Authored May 10, 2018

[docs] generate parameters description from config file. Stage 1 (#1409)

Authored June 2, 2018

[docs] generate parameters description from config file. Final stage (#1421)

Authored June 6, 2018

[docs][examples] Clarify relationship between `xentropy` and `binary` (#1382)

Authored May 22, 2018

[docs][python] made OS detection more reliable and little docs improvements (#1414)

Authored June 3, 2018

[docs] generate parameters description from config file. Stage 3 (#1415)

Authored June 4, 2018

[ci] refined Travis tests (#1437)

Authored June 10, 2018

[python] make tree rendering more clear (#1424)

Authored June 9, 2018

[docs] generate parameters description from config file. Stage 2 (#1413)

Authored June 3, 2018

[ci] bring GPU tests back to Travis (#1428)

Authored June 9, 2018

use double type for parameters.

Authored May 8, 2018

[docs] generate parameters description from config file. Stage 5 (#1417)

Authored June 4, 2018

[ci][python] updated pep8 to pycodestyle (#1358)

Authored May 8, 2018

[docs] generate parameters description from config file. Stage 4 (#1416)

Authored June 4, 2018

[docs][ci] updated link to AMD APP SDK in docs and Travis cleanup (#1447)

Authored June 12, 2018

[ci] simplified Travis setup stage (#1434)

Authored June 9, 2018

run all python examples at CI side (#1422)

Authored June 6, 2018

Enable boost_from_average as default for binary objective (#1361)

Authored May 18, 2018

fix a bug in ConstructHistograms (#1400)

Authored May 25, 2018

[ci] simplified and speeded up Travis (#1429)

Authored June 9, 2018

[docs] multiple documents improvements (#1378)

Authored May 19, 2018

fix #1461

Authored June 20, 2018

added check for pandas DataFrame dimentions (#1402)

Authored May 29, 2018

[docs] Add more winning solutions

Authored May 23, 2018

remove a omp critical region

Authored June 13, 2018

fix macOS builds in travis (#1357)

Authored May 5, 2018

Shut up warnings (#1363)

Authored May 11, 2018

[ci] run all examples at Appveyor (#1432)

Authored June 9, 2018

ignore tableau site (#1430)

Authored June 8, 2018

fix max_drop checking

Authored May 4, 2018

Revert "[ci] simplified and speeded up Travis" (#1433)

Authored June 9, 2018

[docs] clarified CLI-only params in docs (#1436)

Authored June 10, 2018

fix #1426

Authored June 11, 2018

updated Boost Compute submodule (#1435)

Authored June 11, 2018

[ci] update AMD APP SDK version (#1443)

Authored June 12, 2018

[python][docs] add info on adaptive learning rate in the sklearn API (#1354)

Authored May 5, 2018

fix bagging_freq checking

Authored May 3, 2018

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Top Contributors in v2.1.2

StrikerRUS

guolinke

zkurtz

henry0312

mlisovyi

firasrb

fujii

lancifollia

ClimbsRocks

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