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Awesome Machine Learning

A curated list of awesome Machine Learning frameworks, libraries and software.

josephmisiti/awesome-machine-learning
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3 repos matching these filters.

Topic: gbm
Latest repo push 2026-07-17

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dmlc/xgboost

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

Stack
C++ CMake Maven PEP 517
GitHub topics
#distributed-systems #gbdt #gbm #gbrt #machine-learning #xgboost
Updated
2026-07-14
Lists
4 list mentions
First commit
2014-02-06
License
Apache-2.0
Issues
474 open
Sign in to like dmlc/xgboost
28,561
stars
Forks
8,879
Commits
7,868 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
Website GitHub
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, R, Java, C++. Supports computation on CPU and GPU.

Stack
C++ Cargo CMake Conan
GitHub topics
#big-data #catboost #categorical-features #coreml #cuda #data-mining
Updated
2026-07-15
Lists
4 list mentions
First commit
2017-07-18
License
Apache-2.0
Issues
710 open
Sign in to like catboost/catboost
9,025
stars
Forks
1,312
Commits
50,592 commits
Star growth, last 7 days
0 0.0%
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0 0.0%
Website GitHub
h2oai/h2o-3

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

AI dev
Stack
Jupyter Notebook Bundler Gradle npm
GitHub topics
#automl #big-data #data-science #deep-learning #distributed #ensemble-learning
Updated
2026-07-12
Lists
3 list mentions
First commit
2014-03-03
License
Apache-2.0
Issues
2,879 open
Sign in to like h2oai/h2o-3
7,498
stars
Forks
2,030
Commits
32,791 commits
Star growth, last 7 days
0 0.0%
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0 0.0%
Website GitHub