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Updated 10 months ago

xgboost • Rank 34.6 • Science 64%

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

distributed-systems gbdt gbm gbrt machine-learning xgboost

Updated 10 months ago

lightgbm • Rank 33.1 • Science 46%

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

data-mining decision-trees distributed gbdt gbm gbrt gradient-boosting kaggle lightgbm machine-learning microsoft parallel python r

Updated 10 months ago

robusttrees • Science 28%

[ICML 2019, 20 min long talk] Robust Decision Trees Against Adversarial Examples

adversarial-examples decision-trees gbdt gbm gbrt robust-decision-trees xgboost

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xgboost • Rank 34.6 • Science 64%

lightgbm • Rank 33.1 • Science 46%

robusttrees • Science 28%