LightGBM
lightgbm-org
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and…
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18.5KGitHub
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Results · “gradient”
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Results: 9
Ngboost
stanfordmlgroup
Natural Gradient Boosting for Probabilistic Prediction
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1.9KGitHub
Benchm Ml
szilard
A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of…
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1.9KGitHub
Lleaves
siboehm
Compiler for LightGBM gradient-boosted trees, based on LLVM. Speeds up prediction by ≥10x.
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475GitHub
Xgboost
dmlc
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,…
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28.5KGitHub
Catboost
catboost
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python,…
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9KGitHub
H2o 3
h2oai
H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeli…
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7.5KGitHub
Optax
google-deepmind
Optax is a gradient processing and optimization library for JAX.
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2.3KGitHub
Chefboost
serengil
A Lightweight Decision Tree Framework supporting regular algorithms: ID3, C4.5, CART, CHAID and Regression Trees; some advanced techniques: Gradient Boosting, Random For…
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488GitHub
External platform skills
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