An open API service indexing awesome lists of open source software.

Projects in Awesome Lists tagged with ensemble

A curated list of projects in awesome lists tagged with ensemble .

https://github.com/TorchEnsemble-Community/Ensemble-Pytorch

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

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

Last synced: 08 May 2025

https://github.com/torchensemble-community/ensemble-pytorch

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

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

Last synced: 14 Dec 2025

https://github.com/flennerhag/mlens

ML-Ensemble – high performance ensemble learning

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

Last synced: 11 Feb 2026

https://github.com/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

2d-to-3d 3d-animation 3d-pose-estimation bvh bvh-format computer-vision demo ensemble gesture-recognition mocap neural-network pose-estimation real-time rgb-images tensorflow webcam

Last synced: 05 Apr 2025

https://github.com/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

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

Last synced: 05 Apr 2025

https://github.com/zlmzju/fusenet

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

cifar dfn ensemble fusion imagenet mxnet resnet

Last synced: 16 Apr 2025

https://github.com/ikki407/stacking

Stacked Generalization (Ensemble Learning)

ensemble ensemble-learning prediction scikit-learn stacking xgboost

Last synced: 07 Apr 2025

https://github.com/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.

canopy-height-models deep-learning ensemble gedi sentinel-2 uncertainty

Last synced: 07 May 2025

https://github.com/hfawaz/ijcnn19ensemble

Deep Neural Network Ensembles for Time Series Classification

deep-learning deep-neural-networks ensemble time-series-classification

Last synced: 09 Apr 2025

https://github.com/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

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

Last synced: 01 Apr 2026

https://github.com/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

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

Last synced: 11 Apr 2025

https://github.com/phuijse/bagging_pu

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

ensemble machine-learning positive-unlabeled-learning semi-supervised sklearn

Last synced: 15 Oct 2025

https://github.com/nvidia-merlin/systems

Merlin Systems provides tools for combining recommendation models with other elements of production recommender systems (like feature stores, nearest neighbor search, and exploration strategies) into end-to-end recommendation pipelines that can be served with Triton Inference Server.

deep-learning ensemble gpu machine-learning python recommendation-system recommender-system tensorflow

Last synced: 09 Apr 2025

https://github.com/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

data-mining decision-trees ensemble

Last synced: 29 Jan 2026

https://github.com/nredell/shapflex

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

causal-inference causal-networks causality ensemble feature-importance iml interpretable-machine-learning machine-learning package r r-package shap shapley shapley-value shapley-values

Last synced: 13 Apr 2025

https://github.com/nredell/shapFlex

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

causal-inference causal-networks causality ensemble feature-importance iml interpretable-machine-learning machine-learning package r r-package shap shapley shapley-value shapley-values

Last synced: 17 Sep 2025

https://github.com/ledell/subsemble

subsemble R package for ensemble learning on subsets of data

big-data cross-validation ensemble ensemble-learning machine-learning machine-learning-algorithms r

Last synced: 27 Aug 2025

https://github.com/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"

ensemble ensemble-learning ensemble-machine-learning ensemble-models ensemble-prediction large-language-models llm-agents llm-ensemble llms multi-agent-systems multi-llms

Last synced: 08 May 2025

https://github.com/hmgomes/adaptiverandomforest

Repository for the AdaptiveRandomForest algorithm implemented in MOA 2016-04

classification concept-drift datastream decision-trees ensemble ensemble-learning moa random-forest

Last synced: 24 Aug 2025

https://github.com/mannyray/KalmanFilter

Kalman filter sanctuary - including continuous-discrete extended Kalman filter. Bring additional filters here for a bigger collection.

ekf enkf ensemble estimation estimator extended-kalman-filter kalman kalman-estimator kalman-filter kalman-filtering kalman-tracking particle-filter ukf unscented-kalman-filter

Last synced: 27 Feb 2026

https://github.com/ashishpatel26/meta-learning-

Meta learning is a subfield of machine learning where automatic learning algorithms are applied on metadata about machine learning experiments.

andrew-ng appliedaicourse chainer cnn coursera deeplearning dl ensemble ensemble-learning keras machine-learning metalearning ml pytorch tensorflow

Last synced: 14 May 2025

https://github.com/gauravpandeylab/eipy

Ensemble Integration: a customizable pipeline for generating multi-modal, heterogeneous ensembles

classification ensemble interpretation machine-learning multimodal nested-cross-validation predictive-modeling scikit-learn

Last synced: 24 Oct 2025

https://github.com/kyegomez/hrtx

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

ai artificial-intelligence ensemble gpt4v machine-learning ml multi-modal multi-modality rt-2 rtx

Last synced: 16 Apr 2025

https://github.com/harleyszhang/kaggle_humpback_whale_identification

68th palce solution in Kaggle Humpback Whale Identification.

ensemble keras whale-recognition-model

Last synced: 26 Aug 2025

https://github.com/chrise96/weighted-masks-fusion

Weighted Masks Fusion (WMF) - Ensembling for Instance Segmentation.

ensemble fusion hubmap kaggle kaggle-competition mask segmentation-models wbf yolov8

Last synced: 18 Jan 2026

https://github.com/leffff/waveml

Open source machine learning library with various machine learning tools

categorical-encoding ensemble feature-transformation linear-transformations stacked-predictions stacking weighted-averages

Last synced: 18 Jan 2026

https://github.com/johnberroa/randomforest-stockpredictor

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

ensemble prediction random-forest stock-market

Last synced: 12 Apr 2025

https://github.com/senya-ashukha/simple-gradient-boosting

Very simple and short implementation of gradient boosting in 18 lines of code

boosting ensemble gradient-boosting machine-learning supervised-learning

Last synced: 11 Mar 2026

https://github.com/thesoenke/lipreading

PyTorch models for lipreading words and sentences

ensemble lipreading pytorch

Last synced: 07 May 2025

https://github.com/kbogas/ensemblediversitytests

Small collection of Diversity Measures for Ensemble Learning Predictions

diversity-measures ensemble

Last synced: 26 Oct 2025

https://github.com/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"

deep-learning ensemble model-soups neural-network transfer-learning

Last synced: 15 May 2025

https://github.com/bagnalla/ensemble_detect_adv

Training Ensembles to Detect Adversarial Examples

adversarial-example detection ensemble neural-network tensorflow

Last synced: 09 Jul 2025

https://github.com/pankajr141/ensembler

Powerful stacking/blending ensemble implementation in python.

blending ensemble ensemble-learning stacking

Last synced: 19 Jul 2025

https://github.com/epiforecasts/simplified-forecaster-evaluation

Evaluation of a simplified forecasting model designed to emulate the performance of the ECDC forecasting hub.

covid-19 ensemble evaluation forecast-hub forecasting github-actions

Last synced: 07 Mar 2026

https://github.com/isg-siegen/assembled

A framework to find better ensembles for (Automated) Machine Learning

automl benchmark ensemble evaluation openml

Last synced: 17 Mar 2026

https://github.com/cpmpercussion/gesture-rnn

A deep model of touch-screen ensemble musical performance

deep ensemble learning music

Last synced: 22 Mar 2025

https://github.com/nasdin/predicting-mosquito-hotspots

State of the art prediction of mosquito hotspots and virus presence using machine learning and deep learning

cross-validation data-science deep-learning ensemble machine-learning prediction sklearn stacked-models tensorflow xgboost

Last synced: 18 Oct 2025

https://github.com/surajiyer/multi-view-clustering-ensemble

Multi-view document clustering via ensemble method [https://link.springer.com/article/10.1007/s10844-014-0307-6]

clustering document-clustering ensemble multiview-clustering

Last synced: 29 Mar 2025

https://github.com/tymill/synthpred

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

arima automl ensemble flux imputation julia machine-learning synthetic-data time-series

Last synced: 22 Apr 2025

https://github.com/hpi-Information-Systems/autotsad

Unsupervised Anomaly Detection System for Univariate Time Series

anomaly-detection ensemble robust-rank-aggregation time-series time-series-analysis

Last synced: 27 Jan 2026

https://github.com/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.

ai-generated bpe classification ensemble large-dataset llm tokenizer wordpiece

Last synced: 11 Sep 2025

https://github.com/jlgarridol/tfg-smartbeds

MINERÍA DE DATOS APLICADA A LA DETECCIÓN DE CRISIS EPILÉPTICAS - GII18.13

bed datamining ensemble epileptic-seizures manifold medical-informatics oneclasssvm pca rotation-forest scikit-learn weka

Last synced: 30 Apr 2026

https://github.com/andybega/ebmahelper

Regular S3 model fitting function and methods for EBMAforecast

ebma ebma-forecast ensemble r stacking

Last synced: 09 Jun 2026

https://github.com/perrette/runner

Sample parameters, run model ensemble over multiple processors

ensemble parameters sampling simulations

Last synced: 28 Jul 2025

https://github.com/ssube/feedme

a personalized, offline, imaginary social media feed

ensemble feed image-generation llm offline recommendation-algorithm social-media text-generation

Last synced: 09 Apr 2025

https://github.com/vacumm/sonat

Stochastic ocean Observing Network Assessment Toolkit

ensemble modelisation oceanography stochastic

Last synced: 25 Jun 2025

https://github.com/raydocs/fusion-deck

🃏 Three models gang up and out-argue the lone star. A Claude Code skill: a panel of Opus 4.8 + GPT-5.5 + Gemini 3.1 Pro judged into one answer — plus plan, context, orchestrate & handoff workflows. Runs on the subscriptions already on your machine.

ai-agents anthropic claude claude-code code-review developer-tools ensemble fusion gemini llm multi-model prompt-engineering

Last synced: 24 Jun 2026

https://github.com/gperdrizet/ensembleset

Ensemble dataset generator for tabular data prediction and modeling projects.

classification ensemble feature-engineering machine-learning regression scikit-learn

Last synced: 07 Mar 2026

https://github.com/bluemming/lg-electronics-product-abnormality-detection-project

LG Aimers 5기 해커톤 | 온라인 10위 오프라인 9위🥇 | 이상 탐지 | 머신러닝 | 부스팅 | 앙상블

abnormal-detection boosting ensemble factory machine-learning

Last synced: 22 May 2026

https://github.com/uic-evl/covid-19-ensemblevis

COVID-19 EnsembleVis visual analytics system

covid-19 ensemble forecast visualization

Last synced: 12 Feb 2026

https://github.com/dylanzenner/stock-rl

This repo contains our project for CPE 800 which focuses on reinforcement learning for stock prediction

a2c alpaca-trading-api aws ddpg ensemble github-actions ppo reinforcement-learning stablebaselines3 td3 terraform terraform-cloud

Last synced: 12 Jan 2026

https://github.com/jimut123/kaggle-wheat-detection

Kaggle Wheat Detection chalenge

dl ensemble kaggle kernel pytorch yolov5

Last synced: 16 Jan 2026

https://github.com/gperdrizet/ensembleswarm

Utility for regression on tabular data, implementing ensemble of ensembles with various SciKit-learn estimators.

ensemble machine-learning regression

Last synced: 25 Feb 2026

https://github.com/erickorsi/mtg-learner

Text classifier with 2 part process for grammar check and vocabulary check.

classification-algorithm doc2vec ensemble lstm machine-learning natual-language-processing neural-network parts-of-speech word2vec

Last synced: 16 Jan 2026

https://github.com/frahlg/fusion

Fusion — a Claude Code skill: convene a panel of frontier models (Opus 4.8 + GPT-5.5 xhigh), judged into one grounded answer. Deep Thought, with receipts.

agents ai ai-agents anthropic claude claude-code ensemble gpt-5 llm llm-tools multi-agent opus

Last synced: 14 Jun 2026

https://github.com/ahmedabdalkreem/hotel-reservation

Our task is to classify a Hotel Reservation as either booking canceled (class1) or no canceled(class0) and use more one model to arrive the best model.

bagging decisiontreeclassifier ensemble extra-trees-classifier logistic-regression matplotlib numpy pandas python3 random-forest sklearn-library svc-model

Last synced: 11 Apr 2026

https://github.com/innerlee/ctmcensemble.jl

Integrating Specialized Classifiers Based on Continuous Time Markov Chain

ctmc ensemble ijcai-17

Last synced: 18 Jan 2026

https://github.com/chenxingqiang/ensemble_learning_model

ensemble learning focusing on ensemble_learning_model.

ensemble learning model

Last synced: 04 Jan 2026

https://github.com/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.

adhd ensemble feature-engineering machine-learning preprocessing

Last synced: 15 May 2025