История

Nikita Titov 244db078fc return self (#1602 )		2018-08-25 08:19:22 +09:00
..
binary_classification	[python][examples] Added example of custom feval with sklearn wrapper (#1503 )	2018-07-13 14:24:06 +08:00
lambdarank	[python][examples] Added example of custom feval with sklearn wrapper (#1503 )	2018-07-13 14:24:06 +08:00
multiclass_classification	[python][examples] Added example of custom feval with sklearn wrapper (#1503 )	2018-07-13 14:24:06 +08:00
parallel_learning	[python][examples] Added example of custom feval with sklearn wrapper (#1503 )	2018-07-13 14:24:06 +08:00
python-guide	return self (#1602 )	2018-08-25 08:19:22 +09:00
regression	[python][examples] Added example of custom feval with sklearn wrapper (#1503 )	2018-07-13 14:24:06 +08:00
.gitignore	adding git ignore	2016-10-25 11:25:26 +08:00
README.md	[python][examples] Added example of custom feval with sklearn wrapper (#1503 )	2018-07-13 14:24:06 +08:00

README.md

Examples

You can learn how to use LightGBM by these examples.

Comments in configuration files might be outdated. Actual information about parameters always can be found here.

Machine Learning Challenge Winning Solutions

Place	Competition	Solution	Date
1st	TalkingData AdTracking Fraud Detection Challenge	link	2018.5
1st	DonorsChoose.org Application Screening	link	2018.4
1st	Toxic Comment Classification Challenge	link	2018.3
1st	Mercari Price Suggestion Challenge	link	2018.2
1st	IEEE's Signal Processing Society, Camera Model Identification	link	2018.2
1st	Recruit Restaurant Visitor Forecasting	link	2018.2
1st	WSDM CUP 2018 - KKBox's Music Recommendation Challenge	link	2017.12
1st	Porto Seguro’s Safe Driver Prediction	link	2017.11
1st	Quora Question Pairs	link	2017.6
1st	Two Sigma Connect: Rental Listing Inquiries	link	2017.4
1st	CIKM2017 AnalytiCup - Lazada Product Title Quality Challenge	link	2017.9
2nd	Two Sigma Connect: Rental Listing Inquiries	link	2017.4
3rd	Two Sigma Connect: Rental Listing Inquiries	link	2017.4
3rd	Dogs vs. Cats Redux: Kernels Edition	link	-
3rd	Bosch Production Line Performance	link	2016.11
1st	The 1st Di-Tech Competitions	-	2016.7