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An open API service indexing awesome lists of open source software.
awesome-xgboost
This page contains a curated list of examples, tutorials, blogs about XGBoost usecases.
https://github.com/the-black-knight-01/awesome-xgboost
Last synced: 2 days ago
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Machine Learning Challenge Winning Solutions
- CERN LHCb experiment Flavour of Physics competition - of-physics-winners-interview-3rd-place-josef-slavicek/).
- 2017 ACM RecSys challenge
- KDD Cup 2016 competition
- Dato Truely Native? competition - winners-interview-1st-place-mad-professors/).
- Caterpillar Tube Pricing competition - winners-interview-1st-place-gilberto-josef-leustagos-mario/).
- Liberty Mutual Property Inspection - mutual-property-inspection-winners-interview-qingchen-wang/).
- Crowdflower Search Results Relevance - search-relevance/forums/t/15186/1st-place-winner-solution-chenglong-chen/).
- Grasp-and-Lift EEG Detection - and-lift-eeg-winners-interview-1st-place-cat-dog/).
- Recruit Coupon Purchase Prediction Challenge - coupon-purchase-winners-interview-2nd-place-halla-yang/).
- Avito Context Ad Clicks competition - winners-interview-1st-place-owen-zhang/).
- Airbnb New User Bookings - new-user-bookings-winners-interview-2nd-place-keiichi-kuroyanagi-keiku/).
- Homesite Quote Conversion - quote-conversion-winners-write-up-1st-place-kazanova-faron-clobber/).
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- Kaggle Tradeshift winning solution by daxiongshu
- Benchmarking the most commonly used open source tools for binary classification
- Kaggle Tradeshift winning solution by daxiongshu
- Benchmarking the most commonly used open source tools for binary classification
- Kaggle Tradeshift winning solution by daxiongshu
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Tutorials
- Open Source Tools & Data Science Competitions - XGBoost parameter tuning tips
- Feature Importance Analysis with XGBoost in Tax audit
- Machine Learning with XGBoost on Qubole Spark Cluster
- XGBoost Official RMarkdown Tutorials
- Youtube Link
- XGBoost Rossman Parameter Tuning
- Winning solution of Kaggle Higgs competition: what a single model can do
- XGBoost - eXtreme Gradient Boosting
- How to use XGBoost algorithm in R in easy steps
- Featurizing log data before XGBoost
- Kaggle Solution: What’s Cooking ? (Text Mining Competition)
- Ensemble Decision Tree with XGBoost
- Notes on eXtreme Gradient Boosting
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Talks
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