Examples
========

You can learn how to use LightGBM by these examples.


Machine Learning Challenge Winning Solutions
============================================

| Place         | Competition   | Solution  |
| ------------- |:------------- | --------- |
| 1st     | [Recruit Restaurant Visitor Forecasting](https://www.kaggle.com/c/recruit-restaurant-visitor-forecasting) | [link](https://www.kaggle.com/pureheart/1st-place-lgb-model-public-0-470-private-0-502/comments) |
| 1st     | [WSDM CUP 2018 - KKBox's Music Recommendation Challenge](https://www.kaggle.com/c/kkbox-music-recommendation-challenge) | [link](https://www.kaggle.com/c/kkbox-music-recommendation-challenge/discussion/45942) |
| 1st     | [Porto Seguro’s Safe Driver Prediction](https://www.kaggle.com/c/porto-seguro-safe-driver-prediction) | [link](https://www.kaggle.com/c/kkbox-music-recommendation-challenge/discussion/45942) |
| 1st     | [Quora Question Pairs](https://www.kaggle.com/c/quora-question-pairs) | [link](https://www.kaggle.com/c/porto-seguro-safe-driver-prediction/discussion/44629) |
| 1st     | [Two Sigma Connect: Rental Listing Inquiries](https://www.kaggle.com/c/two-sigma-connect-rental-listing-inquiries) | [link](https://www.kaggle.com/c/two-sigma-connect-rental-listing-inquiries/discussion/32163) |
| 1st     | [CIKM2017 AnalytiCup - Lazada Product Title Quality Challenge](http://cikm2017.org/CIKM_AnalytiCup_task3.html) | [link](https://www.kaggle.com/c/two-sigma-connect-rental-listing-inquiries/discussion/32163) |
| 2nd     | [Two Sigma Connect: Rental Listing Inquiries](https://www.kaggle.com/c/two-sigma-connect-rental-listing-inquiries) | [link](https://www.kaggle.com/c/two-sigma-connect-rental-listing-inquiries/discussion/32148) |
| 3rd     | [Two Sigma Connect: Rental Listing Inquiries](https://www.kaggle.com/c/two-sigma-connect-rental-listing-inquiries) | [link](https://www.kaggle.com/c/two-sigma-connect-rental-listing-inquiries/discussion/32123) |
| 3rd     | [Dogs vs. Cats Redux: Kernels Edition](https://www.kaggle.com/c/dogs-vs-cats-redux-kernels-edition) | [link](http://blog.kaggle.com/2017/04/20/dogs-vs-cats-redux-playground-competition-3rd-place-interview-marco-lugo) |
| 3rd     | [Bosch Production Line Performance](https://www.kaggle.com/c/bosch-production-line-performance) | [link](http://blog.kaggle.com/2016/12/15/bosch-production-line-performance-competition-winners-interview-3rd-place-team-data-property-avengers-darragh-marios-mathias-stanislav) |
