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Ensemble Learning Python Packages

Python packages with the GitHub topic ensemble-learning. Sorted by relevance, with stars and monthly downloads.
autogluon
autogluon-tabular

Fast and Accurate ML in 3 Lines of Code

1.2M 10K 1K
autogluon
autogluon-core

Fast and Accurate ML in 3 Lines of Code

1.2M 10K 1K
autogluon
autogluon-features

Fast and Accurate ML in 3 Lines of Code

1.1M 10K 1K
autogluon
autogluon-common

Fast and Accurate ML in 3 Lines of Code

1.1M 10K 1K
autogluon
autogluon-timeseries

Fast and Accurate ML in 3 Lines of Code

512K 10K 1K
autogluon
autogluon

Fast and Accurate ML in 3 Lines of Code

504K 10K 1K
autogluon
autogluon-multimodal

Fast and Accurate ML in 3 Lines of Code

447K 10K 1K
h2oai
h2o

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.

235K 7K 2K
autogluon
autogluon-vision

Fast and Accurate ML in 3 Lines of Code

95K 10K 1K
autogluon
autogluon-text

Fast and Accurate ML in 3 Lines of Code

71K 10K 1K
awslabs
autogluon-extra

Fast and Accurate ML in 3 Lines of Code

29K 10K 1K
awslabs
autogluon-mxnet

Fast and Accurate ML in 3 Lines of Code

29K 10K 1K
yzhao062
combo

(AAAI' 20) A Python Toolbox for Machine Learning Model Combination

21K 661 105
aertslab
arboreto

A scalable python-based framework for gene regulatory network inference using tree-based ensemble regressors.

13K 67 37
pycroscopy
atomai

Deep and Machine Learning for Microscopy

13K 229 42
salesforce
salesforce-merlion

Merlion: A Machine Learning Framework for Time Series Intelligence

13K 4K 357
autogluon
autogluon-eda

AutoML for Image, Text, and Tabular Data

8K 10K 1K
ravaghi
hill-climbing

A python package for ensembling machine learning predictions using hill climbing optimization

5K 2 0
ZhiningLiu1998
imbalanced-ensemble

[NeurIPS'25]🛠️Class-imbalanced Ensemble Learning Toolbox. | 类别不平衡/长尾机器学习库

5K 424 59
sun1638650145
classicml

An easy-to-use ML framework

3K 10 2
konodyuk
kts

Interactive ML Toolset

3K 17 2
skblaz
autobotlib

AutoBOT: Explainable AutoML for texts

3K 11 4
dPys
pynets

A Reproducible Workflow for Structural and Functional Connectome Ensemble Learning

3K 125 41
Minqi824
adbench

Official Implement of "ADBench: Anomaly Detection Benchmark", NeurIPS 2022.

3K 1K 151
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