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ensemble-learning

Here are 325 public repositories matching this topic...

autogluon / autogluon

Fast and Accurate ML in 3 Lines of Code

Updated Nov 17, 2024
Python

MingchaoZhu / DeepLearning

Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

python machine-learning deep-learning xgboost ensemble-learning bayesian regularization

Updated Jun 23, 2020
Python

salesforce / Merlion

Merlion: A Machine Learning Framework for Time Series Intelligence

benchmarking machine-learning time-series forecasting ensemble-learning automl anomaly-detection

Updated Jun 20, 2024
Python

awesome-decision-tree-papers

benedekrozemberczki / awesome-decision-tree-papers

A collection of research papers on decision, classification and regression trees with implementations.

classifier machine-learning random-forest statistical-learning xgboost lightgbm gradient-boosting-machine ensemble-learning cart decision-tree tree-ensemble decision-tree-classifier gradient-boosting classification-trees decision-tree-learning decision-tree-model classification-model catboost regression-tree machine-learning-research

Updated Mar 16, 2024
Python

kingfengji / gcForest

This is the official implementation for the paper 'Deep forest: Towards an alternative to deep neural networks'

machine-learning random-forest ensemble-learning deep-forest

Updated Feb 4, 2021
Python

xcessiv

reiinakano / xcessiv

A web-based application for quick, scalable, and automated hyperparameter tuning and stacked ensembling in Python.

data-science machine-learning scikit-learn hyperparameter-optimization ensemble-learning automated-machine-learning stacked-ensembles

Updated Jun 6, 2018
Python

TorchEnsemble-Community / Ensemble-Pytorch

A unified ensemble framework for PyTorch to improve the performance and robustness of your deep learning model.

deep-learning pytorch neural-networks ensemble ensemble-learning deeplearning gradient-boosting pytorch-tutorial bagging voting-classifier

Updated Jun 16, 2024
Python

LAMDA-NJU / Deep-Forest

An Efficient, Scalable and Optimized Python Framework for Deep Forest (2021.2.1)

python machine-learning random-forest ensemble-learning deep-forest

Updated Apr 29, 2024
Python

Minqi824 / ADBench

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

python benchmark machine-learning data-mining deep-learning neural-networks supervised-learning semi-supervised-learning ensemble-learning outlier-detection unsupervised-learning anomaly-detection data-sicence

Updated Aug 2, 2023
Python

shubhomoydas / ad_examples

A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convol…

Updated May 22, 2024
Python

flennerhag / mlens

ML-Ensemble – high performance ensemble learning

python machine-learning stack ensemble ensemble-learning ensembles learners stacking

Updated Nov 13, 2023
Python

vecxoz / vecstack

Python package for stacking (machine learning technique)

machine-learning ensemble ensemble-learning stacking bagging blending stacked-generalization explain-stacking stacking-tutorial ensembling

Updated Aug 14, 2024
Python

yzhao062 / combo

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

python data-science machine-learning data-mining pipeline-framework ensemble-learning aggregation machine-learning-pipelines model-combination

Updated Jan 14, 2023
Python

scikit-learn-contrib / DESlib

A Python library for dynamic classifier and ensemble selection

diversity ensemble-learning ensemble-prediction ensemble-selection diversity-measures dynamic-ensembles classifier-ensembles dynamic-selection

Updated Apr 15, 2024
Python

kk7nc / RMDL

RMDL: Random Multimodel Deep Learning for Classification

machine-learning information-retrieval text-mining data-mining deep-neural-networks deep-learning text-classification tensorflow keras cnn dnn recurrent-neural-networks classification rnn image-classification ensemble-learning convolutional-neural-networks multimodel

Updated May 16, 2023
Python

DataCanvasIO / HyperGBM

A full pipeline AutoML tool for tabular data

sklearn tabular-data xgboost semi-supervised-learning gpu-acceleration gbm lightgbm ensemble-learning dask preprocessing automl distributed-training datacleaning catboost pseudo-labeling dask-distributed rapidsai fullpipeline adversarial-validation

Updated Jun 23, 2024
Python

imbalanced-ensemble

ZhiningLiu1998 / imbalanced-ensemble

🛠️ 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

Updated Jun 15, 2024
Python

yzhao062 / awesome-ensemble-learning

Ensemble learning related books, papers, videos, and toolboxes

data-science machine-learning data-mining ensemble-learning ensembling

Updated Oct 18, 2019
Python

self-paced-ensemble

ZhiningLiu1998 / self-paced-ensemble

[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

Updated Feb 5, 2024
Python

skggm / skggm

Scikit-learn compatible estimation of general graphical models

machine-learning scikit-learn ensemble-learning graphical-models covariance-matrix nonparametric gaussian-graphical-models graphical-lasso rank-correlation precision-matrix general-graphical-models skggm concentration-graph

Updated Mar 20, 2024
Python

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