ensemble-learning

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Here are 320 public repositories matching this topic...

autogluon / autogluon

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Fast and Accurate ML in 3 Lines of Code

Updated Sep 17, 2024
Python

statmlben / ensLoss

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EnsLoss: Stochastic Calibrated Loss Ensembles for Preventing Overfitting in Classification

machine-learning statistics sgd classification ensemble-learning openml cifar10 loss-functions pcam empirical-risk-minimization combing surrogate-loss

Updated Sep 11, 2024
Python

XL-SHAO / CoralConditionDataset

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Dataset of coral images conditions in Koh Tao, Thailand

neural-networks ensemble-learning multi-label-classification swin-transformer coral-conservation coral-images ecological-monitoring

Updated Sep 10, 2024
Python

qtle3 / random-forest-regressor

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This project implements **Random Forest Regression** to predict the salary of an employee based on their position level. Using a dataset that includes position levels and corresponding salaries, this project demonstrates how an ensemble method like Random Forest can improve prediction accuracy by averaging multiple decision trees.

prediction ensemble-learning random-forest-regression model-training-and-evaluation

Updated Aug 29, 2024
Python

juyeon999 / OEDPM

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Implement of paper "Unsupervised Outlier Detection using Random Subspace and Subsampling Ensembles of Dirichlet Process Mixtures"

python machine-learning data-mining unsupervised gaussian-mixture-models ensemble-learning outlier-detection variational-inference anomaly-detection outlier-ensembles random-projection

Updated Aug 27, 2024
Python

shubham5027 / Hash_IT_Hackthon_Finance_Stock_Market_Model

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Machine Learning A Stock Market Analysis and Prediction

python machine-learning analysis random-forest linear-regression regression prediction data-visualization stock-market xgboost ensemble-learning

Updated Aug 23, 2024
Python

PejperO / Machine_Learning

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This repository contains two comprehensive machine learning projects using scikit-learn, demonstrating ensemble learning with a Voting Classifier and the comparison of linear and polynomial regression models on different datasets.

machine-learning random-forest svm linear-regression scikit-learn ensemble-learning logistic-regression polynomial-regression

Updated Aug 14, 2024
Python

vecxoz / vecstack

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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

mohammad95labbaf / Churn-Prediction

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This project aims to predict customer churn using machine learning algorithms. The project includes data preprocessing, feature engineering, and model evaluation.

svm scikit-learn sklearn voting randomforest ensemble-learning adaboost knn churn churn-prediction decisiontree bagging churn-analysis

Updated Aug 13, 2024
Python

Reza-Rezvan / AdvanceSplice

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A robust method integrating N-gram encoding and ensemble modeling for enhanced splice site prediction accuracy.

machine-learning bioinformatics deep-learning genomics n-grams ensemble-learning one-hot-encoding splice-site-prediction

Updated Aug 13, 2024
Python

mukhal / icl-ensembling

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[Me-FoMo ICLR 2023 - Oral] Exploring Demonstration Ensembling for In-context Learning

ensemble ensemble-learning gpt language-model few-shot-learning in-context-learning

Updated Aug 9, 2024
Python

Tonyhrule / Ensemble-ML-for-HABs-Detection

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An ensemble-based machine learning approach for predicting corrected Chlorophyll-a concentrations, trained with real historical data and enhanced by synthetic data generated using agents with LLM, providing a scalable and cost-effective solution for early detection of harmful algal blooms (HABs).

machine-learning ensemble-learning agents harmful-algal-blooms llms