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Top 5 ensemble-model open source projects

💪 🤔 Modern Super Learning with Machine Learning Pipelines

✭ 93

javascript r HTML CSS data-science machine-learning statistics regression model-selection ensemble-learning r-package ensemble-model stacking

mesa

NeurIPS’20 | Build powerful ensemble class-imbalanced learning models via meta-knowledge-powered resampler. | 设计元知识驱动的采样器解决类别不平衡问题

✭ 88

Jupyter Notebook python ensemble class-imbalance ensemble-model imbalanced-data mesa imbalanced-learning ensemble-machine-learning imbalance-classification meta-learning-algorithms imbalanced-learn meta-sampler meta-training

forecastVeg

A Machine Learning Approach to Forecasting Remotely Sensed Vegetation Health in Python

✭ 44

python r machine-learning h2o prediction artificial-intelligence hyperparameters forecasting gbm ensemble satellite-imagery modis drought ensemble-model landuse vegetation-health

imbalanced-ensemble

Class-imbalanced / Long-tailed ensemble learning in Python. Modular, flexible, and extensible. | 模块化、灵活、易扩展的类别不平衡/长尾机器学习库

✭ 199

python data-science machine-learning data-mining scikit-learn sklearn classification ensemble ensemble-learning class-imbalance ensemble-model imbalanced-data imbalanced-learning long-tail multi-class-classification imbalanced-classification ensemble-imbalanced-learning

Stacking-Blending-Voting-Ensembles

This repository contains an example of each of the Ensemble Learning methods: Stacking, Blending, and Voting. The examples for Stacking and Blending were made from scratch, the example for Voting was using the scikit-learn utility.

✭ 34

python machine-learning voting ensemble-learning ensemble-model stacking blending ensemble-classifier ensemble-machine-learning stacking-ensemble

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