Home » Oreps » Light Gbm » All Releases » v2.0.12 Release
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.
Watch
0
Commit Activity
Directory Browser
Velocity History
Releasesv2.0.12
Basic Details Issues Addressed Top Contributors Directory Browser Release Notes
Light Gbm v2.0.12

Light Gbm: v2.0.12 Release

Release date:
December 26, 2017
Previous version:
v2.0.11 (released November 25, 2017)
Magnitude:
4,143 Diff Delta
Contributors:
7 total committers
Data confidence:
Commits:
38 impacting commits

38 Commits in this Release

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

Speed up saving and loading model (#1083)
Authored November 26, 2017
refine network interface
Authored December 15, 2017
support label as double type (#1120)
Authored December 17, 2017
Network interface with c_api (#1067)
Authored November 29, 2017
support refit model by new data (#1124)
Authored December 19, 2017
[R] fix EncodeChar
Authored November 27, 2017
[python] added class_weight parameter in sklearn wrapper (#1114)
Authored December 25, 2017
fix network init with extern functions.
Authored December 16, 2017
fix bug in LGBM_NetworkInitWithFunctions
Authored December 15, 2017
fix bug in feature fraction (#1099)
Authored December 4, 2017
[python] add try/except in __del__ (#1095)
Authored December 11, 2017
fix early stopping edge case (#1133)
Authored December 23, 2017
change kZeroThreshold to 1e-35f
Authored December 12, 2017
removed outdated code (#1084)
Authored November 26, 2017
[R] fix encodeChar
Authored December 4, 2017
fix the error message for get_field
Authored December 22, 2017
[ci] [docs] compilation on macOS (#1088)
Authored November 29, 2017
clean code for network functions
Authored December 14, 2017
fix #1142 (feature name with `=` symbol).
Authored December 25, 2017
fix data_filename_ bug with c_api
Authored December 25, 2017
add reference paper
Authored December 5, 2017
fix a potential problem in substr.
Authored December 25, 2017
[CLI][python-package][docs] Add n_estimators as num_iteration alias (#1079)
Authored December 6, 2017
Fix AMD APP SDK download link (#1113)
Authored December 11, 2017
fixed outdated link (#1118)
Authored December 16, 2017
[R] fix EncodeChar
Authored November 30, 2017
update version
Authored December 26, 2017
fix #1089 : voting parallel bug for sparse data
Authored December 1, 2017
fix a warning
Authored November 29, 2017
fix a silly bug in maxK
Authored December 11, 2017
fix a warning
Authored December 5, 2017
Fix Microsoft/LightGBM#1085 (#1094)
Authored December 2, 2017
updated path to Miniconda with Python 3.4 (#1098)
Authored December 4, 2017
added note about max label in rank task (#1092)
Authored December 1, 2017
fix a silly bug.
Authored December 22, 2017
check num_boost_round in python/R package.
Authored December 24, 2017
Metric parameter doc fix (#1140)
Authored December 25, 2017
added NIPS 2017 paper to references in docs (#1111)
Authored December 11, 2017

Browse Other Releases

Latest Pending Unreleased 😎
v2.2.1 Released October 3, 2018
1,212 Ξ”
v2.2.0 Released September 18, 2018
5,962 Ξ”
v2.1.2 Released June 22, 2018
3,161 Ξ”
v2.1.1 Released May 1, 2018
4,707 Ξ”
v2.1.0 Released January 25, 2018
3,311 Ξ”
v2.0.12 Released December 26, 2017
4,143 Ξ”
v2.0.11 Released November 25, 2017
3,107 Ξ”
v2.0.10 Released October 18, 2017
514 Ξ”
v2.0.8 Released October 14, 2017
7,937 Ξ”
v2.0.7 Released September 28, 2017
10,618 Ξ”

Top Contributors in v2.0.12

guolinke
wei-wang-790c
StrikerRUS
wxchan
mathcass
huanzhang12
Laurae2

Directory Browser for v2.0.12

We haven't yet finished calculating and confirming the files and directories changed in this release. Please check back soon.

Release Notes Published

In addition to LightGBM software, this release is used to host some small artifacts used by this project's testing. These components are not LightGBM software:

  • OpenCL AMD App SDK for Linux
    • AMD-APP-SDKInstaller-v3.0.130.136-GA-linux64.tar.bz2
  • OpenCL AMD App SDK for Windows
    • AMD-APP-SDKInstaller-v3.0.130.135-GA-windows-F-x64.exe
  • Rtools (from here):
    • Rtools 3.5: rtools35-x86_64.exe
    • Rtools 4.0v2: rtools40v2-x86_64.exe
  • MiKTeX setup (from here)
    • miktexsetup-4.0-x64.exe
  • SWIG (from here)
    • swigwin-4.0.2.zip
GitClear uses cookies to ensure you get the best experience on our website. Learn more