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XGBoost - Wikipedia
...XGBoost[2] (eXtreme Gradient Boosting) is an open-source software library which provides a regularizing gradient boosting framework for C++, Java, Python, [3] R, [4] Julia, [5] Perl, [6] and Scala....
https://en.wikipedia.org/wiki/XGBoost

XGBoost - GeeksforGeeks
...Traditional machine learning models like decision trees and random forests are easy to interpret but often struggle with accuracy on complex datasets. XGBoost short form for eXtreme Gradient Boosting is an advanced machine learning algorithm designed for efficiency, speed and high performance....
https://www.geeksforgeeks.org/machine-learning/xgboost/

About - XGBoost
...XGBoost is an optimized distributed gradient boosting library designed to be highly efficient, flexible and portable. It implements machine learning algorithms under the Gradient Boosting framework....
https://xgboost.ai/about

GitHub - dmlc/xgboost: Scalable, Portable and Distributed Gradient ...
...XGBoost is an optimized distributed gradient boosting library designed to be highly efficient, flexible and portable. It implements machine learning algorithms under the Gradient Boosting framework....
https://github.com/dmlc/xgboost

XGBoost Documentation ? xgboost 0.4 documentation
...This section is about blogposts, presentation and videos discussing how to use xgboost to solve your interesting problem. If you think something belongs to here, send a pull request....
http://xgboost-clone.readthedocs.io/

XGBoost Deep Dive: From Decision Trees to Gradient Boosted Power
...You?ve likely heard the name XGBoost mentioned in machine learning circles, often in the context of winning competitions or powering recommendation engines. But what exactly is XGBoost, and how does it achieve such remarkable performance?...
http://quantitative-thinking.com/2025/05/XGBoost/

A Deep Dive into XGBoost With Code and Explanation - DZone
...Explore the fundamentals and advanced features of XGBoost, a powerful boosting algorithm. Includes practical code, tuning strategies, and visualizations....
https://dzone.com/articles/xgboost-deep-dive

XGBoost Tutorial - Online Tutorials Library
...XGBoost (Extreme Gradient Boosting) is the optimized distributed gradient boosting toolkit which trains machine learning models in an efficient and scalable way. It is a form of ensemble learning that combines the predictions of several weak models to produce a more robust prediction....
https://www.tutorialspoint.com/xgboost/index.htm

What Is XGBoost and Why Does It Matter? | NVIDIA Glossary
...XGBoost, which stands for Extreme Gradient Boosting, is a scalable, distributed gradient-boosted decision tree (GBDT) machine learning library. It provides parallel tree boosting and is the leading machine learning library for regression, classification, and ranking problems....
https://www.nvidia.com/en-us/glossary/xgboost/

What is XGBoost | XGBoosting
...XGBoost is a powerful and popular gradient boosting library for machine learning. It is widely used by data scientists and machine learning engineers for supervised learning tasks, offering high performance, efficiency, and accuracy compared to other machine learning algorithms....
https://xgboosting.com/what-is-xgboost/

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