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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 v2.1.1

Light Gbm: v2.1.1 Release

Release date:

May 1, 2018

Previous version:

v2.1.0 (released January 25, 2018)

Magnitude:

4,707 Diff Delta

Contributors:

19 total committers

Data confidence:

Commits:

52 Commits in this Release

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

add force_split functionality (#1310)

Authored April 24, 2018

Experimental support for HDFS (#1243)

Authored February 27, 2018

Monotone Constraint (#1314)

Authored April 18, 2018

Fixed misc CRAN issues (#1260)

Authored March 16, 2018

Auto set `objective=None` when using fobj (#1231)

Authored February 8, 2018

fix R build for version 3.5 and above (#1346)

Authored April 28, 2018

fix a bug when using label_idx

Authored April 17, 2018

Adding SWIG Java wrappers to LightGBM (#1223)

Authored January 31, 2018

max tree output ( max_delta_step) (#1322)

Authored April 18, 2018

fix the name of custom objective function (#1234)

Authored February 7, 2018

Permit use of custom objective function in multiclass problem. (#1229)

Authored February 5, 2018

added info and possibility to install Python-package HDFS version (#1252)

Authored February 28, 2018

[R] Use NA_real_ to initialize handle (#1255)

Authored March 4, 2018

Add R authors to the list (#1285)

Authored March 25, 2018

bug fixed for num_total_features.

Authored April 17, 2018

added code to expose c_api_pred_contrib in the R package (#1259)

Authored March 11, 2018

Bump LightGBM version to 2.1.1, fix R integer input crash (#1347)

Authored April 29, 2018

fix #1321

Authored April 18, 2018

fixed imports (#1220)

Authored January 26, 2018

minor change for #1243 (#1250)

Authored February 27, 2018

Update README.md

Authored February 13, 2018

[R Package] remove default metrics since we have this in cpp side.

Authored March 22, 2018

[docs] add winning solutions (#1241)

Authored February 13, 2018

Do not map NaN in pandas categorical columns to -1 (#1226)

Authored February 2, 2018

Fix argument "params" is missing, with no default when using custom (#1254)

Authored February 28, 2018

[R-package] add missing objectives

Authored March 22, 2018

[python] use raw string to show label (#1274)

Authored March 21, 2018

[typo] s/overrided/overridden (#1263)

Authored March 14, 2018

Update README.md

Authored March 13, 2018

fix #1338

Authored April 26, 2018

fix #1318

Authored April 17, 2018

Update README.md

Authored February 28, 2018

[docs] fixed PyPI version badge (#1319)

Authored April 17, 2018

Update README.md

Authored February 13, 2018

fix #1258

Authored March 10, 2018

[R] fix warning at prediction (#1323)

Authored April 19, 2018

update version in appveyor build

Authored May 1, 2018

[R-package] Fixed version number in README (#1276)

Authored March 21, 2018

[docs] fix broken url (#1295)

Authored April 5, 2018

Update engine.py

Authored March 28, 2018

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Top Contributors in v2.1.1

jerryjliu

guolinke

ebernhardson

jameslamb

imatiach-msft

StrikerRUS

Laurae2

jtilly

randxie

chivee

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