GitHub topics: ensemble

Repositories

voreen-project/voreen

Voreen - The Volume Rendering Engine

Language: C++ - Size: 197 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 15 - Forks: 6

langnico/global-canopy-height-model

This repository contains the code used in the paper: A high-resolution canopy height model of the Earth. Here, we developed a model to estimate canopy top height anywhere on Earth. The model estimates canopy top height for every Sentinel-2 image pixel and was trained using sparse GEDI LIDAR data as a reference.

Language: Python - Size: 60.5 KB - Last synced at: 2 days ago - Pushed at: over 1 year ago - Stars: 160 - Forks: 32

remotemobprogramming/mob

Tool for smooth git handover.

Language: Go - Size: 2.15 MB - Last synced at: 7 days ago - Pushed at: about 1 month ago - Stars: 1,733 - Forks: 157

flennerhag/mlens

ML-Ensemble – high performance ensemble learning

Language: Python - Size: 9.94 MB - Last synced at: 7 days ago - Pushed at: over 1 year ago - Stars: 855 - Forks: 109

TorchEnsemble-Community/Ensemble-Pytorch

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

Language: Python - Size: 1.56 MB - Last synced at: 5 days ago - Pushed at: 11 months ago - Stars: 1,020 - Forks: 94

junchenzhi/Awesome-LLM-Ensemble

A curated list of Awesome-LLM-Ensemble papers for the survey "Harnessing Multiple Large Language Models: A Survey on LLM Ensemble"

Size: 4.9 MB - Last synced at: 4 days ago - Pushed at: 14 days ago - Stars: 43 - Forks: 6

NiranjanRao07/ADHD-ML-Project

This project used machine learning to classify ADHD based on EEG data. We preprocessed the EEG signals, extracted various features, and used LDA for dimensionality reduction. A voting ensemble of classifiers achieved 72% accuracy in distinguishing between ADHD and control groups.

Language: Jupyter Notebook - Size: 1.35 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 0 - Forks: 0

ZhiningLiu1998/imbalanced-ensemble

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

Language: Python - Size: 16.8 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 358 - Forks: 52

krishnaura45/astro-pulse

Extracting Faint Exoplanetary Signals from Ariel Observations

Size: 4.88 KB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 1 - Forks: 0

Risk-Team/CAVAanalytics

CAVAanalytics is a comprehensive framework for climate data analysis, offering streamlined access to data, advanced processing and visualization capabilities. It is designed to support a wide range of climate research and user needs

Language: R - Size: 160 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 13 - Forks: 1

rbagwandeen/ai-phishing-detector

AI-powered phishing detection system using ensemble ML (LogReg + Random Forest) with over 95% accuracy.

Language: Python - Size: 78.1 KB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 0 - Forks: 0

mljar/mljar-supervised

Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

Language: Python - Size: 9.44 MB - Last synced at: 18 days ago - Pushed at: 28 days ago - Stars: 3,144 - Forks: 419

vecxoz/vecstack

Python package for stacking (machine learning technique)

Language: Python - Size: 520 KB - Last synced at: 5 days ago - Pushed at: 9 months ago - Stars: 692 - Forks: 83

sleistikow/simplified_embeddings

Language: Python - Size: 44.7 MB - Last synced at: 20 days ago - Pushed at: 21 days ago - Stars: 0 - Forks: 0

StephenGenusa/ai-ensemble-suite

Python framework for multiple GGUF language models to collaborate on tasks using structured communication patterns, aggregating their outputs into coherent responses

Language: Python - Size: 187 KB - Last synced at: 22 days ago - Pushed at: 23 days ago - Stars: 0 - Forks: 0

TyMill/SynthPred

A Julia package for synthetic data analysis, advanced imputation (ARIMA, RNN), AutoML, and ensemble modeling.

Language: Julia - Size: 308 KB - Last synced at: 19 days ago - Pushed at: 25 days ago - Stars: 2 - Forks: 2

benedekrozemberczki/shapley

The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).

Language: Python - Size: 826 KB - Last synced at: 6 days ago - Pushed at: almost 2 years ago - Stars: 220 - Forks: 35

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

Language: Python - Size: 1.44 MB - Last synced at: 6 days ago - Pushed at: over 1 year ago - Stars: 258 - Forks: 50

tensorflow/adanet

Fast and flexible AutoML with learning guarantees.

Language: Jupyter Notebook - Size: 2.46 MB - Last synced at: 4 days ago - Pushed at: over 1 year ago - Stars: 3,464 - Forks: 530

haghish/autoEnsemble

autoEnsemble : An AutoML Algorithm for Building Homogeneous and Heterogeneous Stacked Ensemble Models by Searching for Diverse Base-Learners

Language: R - Size: 945 KB - Last synced at: 16 days ago - Pushed at: about 2 months ago - Stars: 6 - Forks: 2

NMBU-Data-Science/RENT

Feature selection method based on repeated elastic net.

Language: Python - Size: 25 MB - Last synced at: 9 days ago - Pushed at: about 3 years ago - Stars: 15 - Forks: 6

NirantK/NLP_Quickbook

NLP in Python with Deep Learning

Language: Jupyter Notebook - Size: 3.15 MB - Last synced at: 7 days ago - Pushed at: over 1 year ago - Stars: 578 - Forks: 231

noaa-ocs-modeling/EnsemblePerturbation

perturbation of coupled model input over a space of input variables

Language: Python - Size: 4.39 MB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 7 - Forks: 3

FORTH-ModelBasedTracker/MocapNET

We present MocapNET, a real-time method that estimates the 3D human pose directly in the popular Bio Vision Hierarchy (BVH) format, given estimations of the 2D body joints originating from monocular color images. Our contributions include: (a) A novel and compact 2D pose NSRM representation. (b) A human body orientation classifier and an ensemble of orientation-tuned neural networks that regress the 3D human pose by also allowing for the decomposition of the body to an upper and lower kinematic hierarchy. This permits the recovery of the human pose even in the case of significant occlusions. (c) An efficient Inverse Kinematics solver that refines the neural-network-based solution providing 3D human pose estimations that are consistent with the limb sizes of a target person (if known). All the above yield a 33% accuracy improvement on the Human 3.6 Million (H3.6M) dataset compared to the baseline method (MocapNET) while maintaining real-time performance

Language: C++ - Size: 28.6 MB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 879 - Forks: 138

molmd/mdproptools

A Python package for LAMMPS analysis tools

Language: Python - Size: 68.2 MB - Last synced at: 29 days ago - Pushed at: about 2 months ago - Stars: 11 - Forks: 2

ersilia-os/chempfn

Ensemble-based, size-agnostic wrapper for the TabPFN classifier

Language: Jupyter Notebook - Size: 41 MB - Last synced at: about 1 month ago - Pushed at: 12 months ago - Stars: 31 - Forks: 0

DataSagess/Digital-breakthrough

ML Hachaton \w Docker&FastAPI

Language: Jupyter Notebook - Size: 2.29 GB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 1

bagnalla/ensemble_detect_adv

Training Ensembles to Detect Adversarial Examples

Language: Python - Size: 35.2 KB - Last synced at: 4 days ago - Pushed at: about 2 years ago - Stars: 8 - Forks: 2

ZhiningLiu1998/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

Language: Jupyter Notebook - Size: 1.62 MB - Last synced at: about 1 month ago - Pushed at: 11 months ago - Stars: 106 - Forks: 26

business-science/modeltime.ensemble

Time Series Ensemble Forecasting

Language: R - Size: 21.2 MB - Last synced at: 4 days ago - Pushed at: 10 months ago - Stars: 78 - Forks: 18

moucheng2017/SOP-LVM-ICL-Ensemble

[NeurIPS VLM workshop 2024] In-Context Ensemble Learning from Pseudo Labels Improves Video-Language Models for Low-Level Workflow Understanding

Language: Python - Size: 834 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 22 - Forks: 3

phuijse/bagging_pu

Simple sklearn based python implementation of Positive-Unlabeled (PU) classification using bagging based ensembles

Language: Jupyter Notebook - Size: 416 KB - Last synced at: about 1 month ago - Pushed at: over 8 years ago - Stars: 91 - Forks: 20

kyegomez/HRTX

Multi-Modal Multi-Embodied Hivemind-like Iteration of RTX-2

Language: Python - Size: 2.19 MB - Last synced at: 25 days ago - Pushed at: 6 months ago - Stars: 16 - Forks: 3

zlmzju/fusenet

Deep fusion project of deeply-fused nets, and the study on the connection to ensembling

Language: Jupyter Notebook - Size: 1.39 MB - Last synced at: 25 days ago - Pushed at: almost 7 years ago - Stars: 229 - Forks: 80

OHSEHOON99/precipitation-nowcasting-U-Net-with-HSR-data

Code for improving precipitation nowcasting models using weighted average ensemble methods.

Language: Jupyter Notebook - Size: 354 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 3 - Forks: 1

Sai-Chakradhar-Mahendrakar/EEG-based-Person-Identification-and-Authentication

Research Internship

Language: Jupyter Notebook - Size: 2.18 MB - Last synced at: about 1 month ago - Pushed at: 11 months ago - Stars: 9 - Forks: 1

chenxingqiang/ensemble_learning_model

ensemble learning focusing on ensemble_learning_model.

Size: 1000 Bytes - Last synced at: about 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

jorge-martinez-gil/similarity-ensemble

A comprehensive review of stacking methods for semantic similarity measurement

Size: 10.7 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

fanghenshaometeor/ood-mode-ensemble

[Int. J. Comput. Vis. 2024] Revisiting Deep Ensemble for Out-of-Distribution Detection: A Loss Landscape Perspective

Language: Python - Size: 491 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 3 - Forks: 1

theSoenke/lipreading

PyTorch models for lipreading words and sentences

Language: Python - Size: 33.5 MB - Last synced at: 5 days ago - Pushed at: about 4 years ago - Stars: 8 - Forks: 5

Zhennor/Semeval-Task9-The-Food-Hazard-Detection-Challenge-2025

This is the official repository of Team Anastasia, which achieved 1st place in Subtask 1 of the SemEval 2025 challenge.

Language: Python - Size: 25.4 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 3 - Forks: 0

sambhu431/Calories-Burned-Prediction-Regression-Project

This project involves building a regression model to predict the number of calories burned during exercise based on input features like age, weight, height, gender , session duration etc... The model is trained to minimize the error's and providing accurate predictions of calories burned.

Language: Jupyter Notebook - Size: 10.9 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

RubixML/Housing

An example project that predicts house prices for a Kaggle competition using a Gradient Boosted Machine.

Language: PHP - Size: 617 KB - Last synced at: 7 days ago - Pushed at: over 2 years ago - Stars: 51 - Forks: 22

EyringMLClimateGroup/behrens24james_SPCESM2_ML_ensembles

Code repository to reproduce: G.Behrens, T. Beucler, F. Iglesias-Suarez, S. Yu, P. Gentine, M. Pritchard, M. Schwabe and V. Eyring, 2025. Simulating Atmospheric Processes in Earth System Models and Quantifying Uncertainties with Deep Learning Multi-Member and Stochastic Parameterizations

Language: Jupyter Notebook - Size: 348 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 3 - Forks: 1

carefree0910/carefree-learn

Deep Learning ❤️ PyTorch

Language: Python - Size: 6.42 MB - Last synced at: 29 days ago - Pushed at: about 1 year ago - Stars: 407 - Forks: 39

prs-eth/FILM-Ensemble

[NeurIPS 2022] FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation

Language: Python - Size: 131 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 24 - Forks: 2

Sunkware/resonat

Autonomous software-defined players react in real-time to looped durable long-delay echoes of sound input by playing notes through MIDI software synthesizer to sound output, depending on triggers such as their internal states and energy spectral density of an echoes interval; thus out of feedbacks emerges harmony… or cacophony.

Language: C++ - Size: 30.3 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

ahmedamrelhefnawy/Customer-Segmentation

Customer Segmentation Machine Learning Project

Language: Jupyter Notebook - Size: 1.05 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Shawn93429/-Smart-Disease-Prediction-

The Smart Disease Prediction System is a machine learning-based healthcare solution designed to provide reliable predictions of diseases by analyzing clinical data and symptoms. The initial model focuses on predicting Parkinson's disease, using advanced ensemble methods for enhanced accuracy and robustness.

Language: Jupyter Notebook - Size: 0 Bytes - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

wahyudesu/Marketing-Spend-Optimization-using-Machine-Learning

Language: HTML - Size: 4.74 MB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 7 - Forks: 2

kristpapadopoulos/keras-stochastic-weight-averaging

Keras callback function for stochastic weight averaging

Language: Python - Size: 7.81 KB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 56 - Forks: 22

mattimaier/bnote

BNote - Open Source Ensemble Management

Language: JavaScript - Size: 258 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 23 - Forks: 16

ayusrjn/ensemble-customer-analyzer

Advanced RoBerta and DistillBert Based Abstract Based Sentiment Analyzer. Ensemble Architecture

Language: Python - Size: 0 Bytes - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

mickeyhqian/VoteEnsemble

VoteEnsemble: Ensemble methods for machine/deep learning and stochastic programming with guaranteed generalization.

Language: Python - Size: 116 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 2 - Forks: 0

nredell/shapFlex

An R package for computing asymmetric Shapley values to assess causality in any trained machine learning model

Language: R - Size: 2.13 MB - Last synced at: 29 days ago - Pushed at: almost 5 years ago - Stars: 74 - Forks: 7

ikki407/stacking

Stacked Generalization (Ensemble Learning)

Language: Python - Size: 5.07 MB - Last synced at: 1 day ago - Pushed at: over 7 years ago - Stars: 223 - Forks: 74

alhadikhan/Child-Mind-Institute_Problematic-Internet-Use

The project leverages various machine learning techniques to analyze physical activity data, fitness assessments, and internet usage behavior to predict problematic internet use among children and adolescents.

Size: 9.77 KB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

amruta33/anomaly-detection

Anomaly detection is a statistical technique that identifies unexpected events or data points that differ from the norm.

Language: Jupyter Notebook - Size: 74.2 KB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

roodriigoooo/reservationspredictions

An end-to-end model to predict the fulfillment or not of hotel reservations.

Language: Jupyter Notebook - Size: 15.9 MB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

Md-Emon-Hasan/ML-Project-Intrusion-Detection-Systems-Anomaly-Detection-with-ML-DL

🔒 Leverages Machine Learning and Deep Learning models to identify malicious activities in network traffic, enhancing cybersecurity.

Language: Jupyter Notebook - Size: 5.01 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 2 - Forks: 1

Ali-Mhrez/Stance-Detection-MBERT-Features

This repository provides the implementation and results of experiments using Multilingual BERT (mBERT) features as input to CNN and LSTM architectures for the task of Stance Detection. we explore two approaches to feature extraction: using the final layer, and concatenating the features from the last four layers.

Language: Jupyter Notebook - Size: 223 KB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

brankart/ensdam

Ensemble Data Assimilation Modules

Language: Fortran - Size: 2.02 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 9 - Forks: 4

paradoxysm/nnrf

Neural Network with Random Forest Structure

Language: Python - Size: 149 KB - Last synced at: 27 days ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 2

HydrologicEngineeringCenter/FIRO_TSEnsembles

Time series of ensembles in SqLite

Language: Java - Size: 36.4 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 2 - Forks: 2

isadrtdinov/ens-for-transfer

Source code for NeurIPS 2023 paper "To Stay or Not to Stay in the Pre-train Basin: Insights on Ensembling in Transfer Learning"

Language: Python - Size: 266 KB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 7 - Forks: 0

Bluemming/LG-Electronics-Product-Abnormality-Detection-Project

Size: 0 Bytes - Last synced at: about 2 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

johnberroa/RandomForest-StockPredictor

Utilizing the ensemble method of random forests to predict stock prices.

Language: Jupyter Notebook - Size: 28.6 MB - Last synced at: 30 days ago - Pushed at: about 7 years ago - Stars: 10 - Forks: 5

AaronWard/PU-learning-example

An example repo for how PU Bagging and TSA works.

Language: Python - Size: 97.7 KB - Last synced at: 6 months ago - Pushed at: about 5 years ago - Stars: 32 - Forks: 15

KofukiTenzo/spotter

A Django-based web application that uses YOLOv8 models for detecting military vehicles in aerial reconnaissance videos. It leverages ensemble learning, consensus voting, and Non-Maximum Suppression (NMS) to improve detection accuracy and provide processed videos with highlighted objects for easy analysis.

Language: Python - Size: 64.1 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

hmgomes/StreamingRandomPatches

Repository for the StreamingRandomPatches algorithm implemented in MOA 2019.04

Language: Java - Size: 71.1 MB - Last synced at: 19 days ago - Pushed at: about 4 years ago - Stars: 5 - Forks: 1

RoyalSkye/Routing-CNF

[NeurIPS 2024] "Collaboration! Towards Robust Neural Methods for Routing Problems"

Language: Python - Size: 766 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 15 - Forks: 0

hfawaz/ijcnn19ensemble

Deep Neural Network Ensembles for Time Series Classification

Language: Python - Size: 307 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 111 - Forks: 38

predict-idlab/GENESIM

[DEPRECATED] An innovative technique that constructs an ensemble of decision trees and converts this ensemble into a single, interpretable decision tree with an enhanced predictive performance

Language: Scilab - Size: 3.87 MB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 79 - Forks: 14

Lizhecheng02/Kaggle-LLM-Detect_AI_Generated_Text

Detect whether the text is AI-generated by training a new tokenizer and combining it with tree classification models or by training language models on a large dataset of human & AI-generated texts.

Language: Jupyter Notebook - Size: 394 KB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

Beena-Kurian/loblaws-data-analysis

The Loblaw Data Analysis project is an initiative aimed at extracting valuable insights from large datasets collected by Loblaw Companies Limited, one of Canada's largest food and pharmacy retailers. Leveraging advanced data analysis techniques and machine learning algorithms, this project seeks to uncover trends, patterns, and correlations within

Language: Jupyter Notebook - Size: 1.7 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0