XGBoost
https://xgboost.ai/
Distributed on Cloud. Supports distributed training on multiple machines, including AWS, GCE, Azure, and Yarn clusters. Can be integrated with Flink, Spark and other cloud dataflow systems.
GitHub - dmlc/xgboost: Scalable, Portable and Distributed Gradient...
https://github.com/dmlc/xgboost
XGBoost is an optimized distributed gradient boosting library designed to be highly efficient, flexible and portable. XGBoost provides a parallel tree boosting (also known as GBDT, GBM) that solve...
xgboost · PyPI
https://pypi.org/project/xgboost/
XGBoost Python Package. Navigation. Project description. If you want to run XGBoost process in parallel using the fork backend for joblib/multiprocessing, you must build XGBoost without support for...
Fine-tuning XGBoost in Python like a boss - Towards Data Science
https://towardsdatascience.com/fine-tuning-xgboost-in-python-like-a-boss-b4543ed8b1e
XGBoost (or eXteme Gradient Boosting) is not to be introduced anymore, proved relevant in only too many data science competitions, is still one model that is tricky to fine-tune if you have only been...
Predictions with scikit-learn and XGBoost | AI Platform | Google Cloud
https://cloud.google.com/ml-engine/docs/scikit/quickstart
The AI Platform online prediction service manages computing resources in the cloud to run your models. These models can be scikit-learn or XGBoost models that you have trained elsewhere...
Xgboost presentation
https://cran.r-project.org/web/packages/xgboost/vignettes/xgboostPresentation.html
Xgboost presentation. Tianqi Chen, Tong He, Michaël Benesty. Xgboost is short for eXtreme Gradient Boosting package. The purpose of this Vignette is to show you how to use Xgboost to build...
XGBoost Algorithm - Amazon SageMaker
https://docs.aws.amazon.com/sagemaker/latest/dg/xgboost.html
XGBoost (eXtreme Gradient Boosting) is a popular and efficient open-source implementation of the gradient boosted trees algorithm. Gradient boosting is a supervised learning algorithm that attempts to...
Using XGBoost in Python (article) - DataCamp
https://www.datacamp.com/community/tutorials/xgboost-in-python
Using XGBoost in Python. XGBoost is one of the most popular machine learning algorithm these days. Regardless of the type of prediction task at hand; regression or classification.
machine learning - GBM vs XGBOOST? Key differences?
https://datascience.stackexchange.com/q/16904
I am trying to understand the key differences between GBM and XGBOOST. I tried to google it, but could not find any good answers explaining the differences between the two algorithms and why...
XGBoost, a Top Machine Learning Method on Kaggle, Explained
https://www.kdnuggets.com/2017/10/xgboost-top-machine-learning-method-kaggle-explained.html
What is XGBoost? XGBoost has become a widely used and really popular tool among Kaggle competitors and Data Scientists in industry, as it has been battle tested for production on large-scale...
Imbalanced Data XGBoost Tunning | Kaggle
https://www.kaggle.com/saxinou/imbalanced-data-xgboost-tunning
Imbalanced Data XGBoost Tunning Python notebook using data from no data sources · 18,581 views · 2y ago·xgboost. Create Train et test set. XGBoost.
XGBoost — H2O 3.26.0.2 documentation
http://docs.h2o.ai/h2o/latest-stable/h2o-docs/data-science/xgboost.html
XGBoost¶. Note: This section is a work in progress. Introduction¶. XGBoost is a supervised learning algorithm that implements a process called boosting to yield accurate models.
Hyperparameter tuning in XGBoost - Cambridge Spark
https://blog.cambridgespark.com/hyperparameter-tuning-in-xgboost-4ff9100a3b2f
Tuning XGboost hyperparameters Using a watchlist and early_stopping_round with XGBoost's native API Although the scikit-learn API of XGBoost (shown in the previous tutorial)...
r - AUC metrics on XGBoost - Stack Overflow
https://stackoverflow.com/questions/45834111/auc-metrics-on-xgboost
But after that i don't know how to make a prediction concerning AUC metrics. I need your help, because its my first experience with XGBoost.
A Guide to Gradient Boosted Trees with XGBoost in Python
https://jessesw.com/XG-Boost/
XGBoost has become incredibly popular on Kaggle in the last year for any problems dealing with structured data. You can see from this paper on XGBoost's first major debut in the Higgs-Boson...
XGBoost Tutorial - What is XGBoost in Machine Learning? - DataFlair
https://data-flair.training/blogs/xgboost-tutorial/
In this XGBoost Tutorial, we will study What is XGBoosting. Also, will learn the features of XGBoosting and why we need XGBoost Algorithm.
xgboost documentation
https://rdrr.io/cran/xgboost/man/
xgboost: eXtreme Gradient Boosting. Understand your dataset with Xgboost. XGBoost from JSON. Parse a boosted tree model text dump. xgboost-deprecated. Deprecation notices. xgb.parameters.
This page provides Python code examples for xgboost.XGBClassifier.
https://www.programcreek.com/python/example/99824/xgboost.XGBClassifier
The following are code examples for showing how to use xgboost.XGBClassifier(). They are extracted from open source Python projects. You can vote up the examples you like or vote down the ones you...