ensemble-model

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ZhiningLiu1998 /imbalanced-ensemble

Star392

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

python data-science machine-learning data-mining scikit-learn sklearn python3 classification ensemble ensemble-learning class-imbalance ensemble-model imbalanced-data imbalanced-learning long-tail multi-class-classification imbalanced-classification ensemble-imbalanced-learning

UpdatedApr 29, 2025
Python

RGF-team /rgf

Star382

Home repository for the Regularized Greedy Forest (RGF) library. It includes original implementation from the paper and multithreaded one written in C++, along with various language-specific wrappers.

machine-learning ml kaggle decision-trees ensemble-model regularized-greedy-forest decision-forest rgf

UpdatedJan 8, 2022
C++

titu1994 /Snapshot-Ensembles

Star311

Snapshot Ensemble in Keras

deep-learning paper keras ensemble-model

UpdatedAug 24, 2017
Python

ZhiningLiu1998 /self-paced-ensemble

Star257

[ICDE'20] ⚖️ A general, efficient ensemble framework for imbalanced classification. | 泛用，高效，鲁棒的类别不平衡学习框架

machine-learning pypi python3 classification ensemble ensemble-learning class-imbalance ensemble-model imbalanced-data imbalanced-learning ensemble-methods imbalance-classification imbalanced-learn

UpdatedFeb 5, 2024
Python

minerva-ml /open-solution-toxic-comments

Star156

Open solution to the Toxic Comment Classification Challenge

python nlp challenge competition data-science machine-learning deep-learning pipeline neptune prediction python3 kaggle kaggle-competition ensemble-model

UpdatedJun 22, 2022
Python

ZhiningLiu1998 /mesa

Star109

[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

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

UpdatedJun 17, 2024
Jupyter Notebook

jaswindersingh2 /SPOT-RNA

Star104

RNA Secondary Structure Prediction using an Ensemble of Two-dimensional Deep Neural Networks and Transfer Learning.

machine-learning deep-learning tensorflow rna-structure rna resnet transfer-learning ensemble-model rna-structural-analysis blstm-neural-networks rna-secondary-structure rna-secondary-structure-prediction canonical-base-pairs noncanonical-base-pairs pseudoknot-base-pairs pdb-dataset bprna-dataset multiplets-base-pairs lone-pairs rna-structure-motifs

UpdatedMay 23, 2025
Perl

tlverse /sl3

Star104

💪 🤔 Modern Super Learning with Machine Learning Pipelines

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

UpdatedJul 7, 2025
R

alicex2020 /Deep-Learning-Lie-Detection

Star54

Use machine learning models to detect lies based solely on acoustic speech information

machine-learning deep-learning ensemble-learning support-vector-machines mfcc ensemble-model pitch-tracking ensemble-classifier acoustic-features ensemble-machine-learning lie-detector mfcc-analysis

UpdatedJul 27, 2019
Jupyter Notebook

FernandoLpz /Stacking-Blending-Voting-Ensembles

Star53

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.

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